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-    <title>Overview: module code &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
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-    <title>mne.io.boxy.boxy &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
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@@ -7,7 +7,7 @@
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-    <title>mne.io.hitachi.hitachi &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
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-    <title>mne.io.nirx.nirx &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.io.nirx.nirx &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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@@ -7,7 +7,7 @@
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     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -1008,7 +1008,7 @@ <h1>Source code for mne.io.snirf._snirf</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne/preprocessing/nirs/_beer_lambert_law.html b/dev/_modules/mne/preprocessing/nirs/_beer_lambert_law.html
index 0ca5184d0..74a942e10 100644
--- a/dev/_modules/mne/preprocessing/nirs/_beer_lambert_law.html
+++ b/dev/_modules/mne/preprocessing/nirs/_beer_lambert_law.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne.preprocessing.nirs._beer_lambert_law &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs._beer_lambert_law &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -538,7 +538,7 @@ <h1>Source code for mne.preprocessing.nirs._beer_lambert_law</h1><div class="hig
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne/preprocessing/nirs/_optical_density.html b/dev/_modules/mne/preprocessing/nirs/_optical_density.html
index b96d1f814..33deee3d7 100644
--- a/dev/_modules/mne/preprocessing/nirs/_optical_density.html
+++ b/dev/_modules/mne/preprocessing/nirs/_optical_density.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne.preprocessing.nirs._optical_density &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs._optical_density &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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 <link rel="preload" as="script" href="../../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -476,7 +476,7 @@ <h1>Source code for mne.preprocessing.nirs._optical_density</h1><div class="high
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne/preprocessing/nirs/_scalp_coupling_index.html b/dev/_modules/mne/preprocessing/nirs/_scalp_coupling_index.html
index e342fe6ab..b3f3c0d7e 100644
--- a/dev/_modules/mne/preprocessing/nirs/_scalp_coupling_index.html
+++ b/dev/_modules/mne/preprocessing/nirs/_scalp_coupling_index.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne.preprocessing.nirs._scalp_coupling_index &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs._scalp_coupling_index &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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 <link rel="preload" as="script" href="../../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -492,7 +492,7 @@ <h1>Source code for mne.preprocessing.nirs._scalp_coupling_index</h1><div class=
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne/preprocessing/nirs/_tddr.html b/dev/_modules/mne/preprocessing/nirs/_tddr.html
index 4e2d74b9e..1f648e52a 100644
--- a/dev/_modules/mne/preprocessing/nirs/_tddr.html
+++ b/dev/_modules/mne/preprocessing/nirs/_tddr.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne.preprocessing.nirs._tddr &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs._tddr &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -578,7 +578,7 @@ <h1>Source code for mne.preprocessing.nirs._tddr</h1><div class="highlight"><pre
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne/preprocessing/nirs/nirs.html b/dev/_modules/mne/preprocessing/nirs/nirs.html
index 6222d65f3..2289bbba6 100644
--- a/dev/_modules/mne/preprocessing/nirs/nirs.html
+++ b/dev/_modules/mne/preprocessing/nirs/nirs.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne.preprocessing.nirs.nirs &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.nirs &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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 <link rel="preload" as="script" href="../../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -762,7 +762,7 @@ <h1>Source code for mne.preprocessing.nirs.nirs</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/channels/_channels.html b/dev/_modules/mne_nirs/channels/_channels.html
index 688cd34ea..b6c020d2d 100644
--- a/dev/_modules/mne_nirs/channels/_channels.html
+++ b/dev/_modules/mne_nirs/channels/_channels.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.channels._channels &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels._channels &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -686,7 +686,7 @@ <h1>Source code for mne_nirs.channels._channels</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/channels/_roi.html b/dev/_modules/mne_nirs/channels/_roi.html
index 5a41c7885..6672216e1 100644
--- a/dev/_modules/mne_nirs/channels/_roi.html
+++ b/dev/_modules/mne_nirs/channels/_roi.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.channels._roi &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels._roi &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -485,7 +485,7 @@ <h1>Source code for mne_nirs.channels._roi</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/channels/_short.html b/dev/_modules/mne_nirs/channels/_short.html
index 1b9e4285d..4ca122d5e 100644
--- a/dev/_modules/mne_nirs/channels/_short.html
+++ b/dev/_modules/mne_nirs/channels/_short.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.channels._short &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels._short &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -498,7 +498,7 @@ <h1>Source code for mne_nirs.channels._short</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/datasets/audio_or_visual_speech/_audio_or_visual_speech.html b/dev/_modules/mne_nirs/datasets/audio_or_visual_speech/_audio_or_visual_speech.html
index 864670497..b34f46c06 100644
--- a/dev/_modules/mne_nirs/datasets/audio_or_visual_speech/_audio_or_visual_speech.html
+++ b/dev/_modules/mne_nirs/datasets/audio_or_visual_speech/_audio_or_visual_speech.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.datasets.audio_or_visual_speech._audio_or_visual_speech &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.datasets.audio_or_visual_speech._audio_or_visual_speech &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -510,7 +510,7 @@ <h1>Source code for mne_nirs.datasets.audio_or_visual_speech._audio_or_visual_sp
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/datasets/block_speech_noise/_block_speech_noise.html b/dev/_modules/mne_nirs/datasets/block_speech_noise/_block_speech_noise.html
index f58f94d1c..63ffecb96 100644
--- a/dev/_modules/mne_nirs/datasets/block_speech_noise/_block_speech_noise.html
+++ b/dev/_modules/mne_nirs/datasets/block_speech_noise/_block_speech_noise.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.datasets.block_speech_noise._block_speech_noise &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.datasets.block_speech_noise._block_speech_noise &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -507,7 +507,7 @@ <h1>Source code for mne_nirs.datasets.block_speech_noise._block_speech_noise</h1
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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index 123b04d62..dbcf64809 100644
--- a/dev/_modules/mne_nirs/datasets/fnirs_motor_group/fnirs_motor_group.html
+++ b/dev/_modules/mne_nirs/datasets/fnirs_motor_group/fnirs_motor_group.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.datasets.fnirs_motor_group.fnirs_motor_group &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.datasets.fnirs_motor_group.fnirs_motor_group &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -508,7 +508,7 @@ <h1>Source code for mne_nirs.datasets.fnirs_motor_group.fnirs_motor_group</h1><d
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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index 9adc39a1b..96f61a9b8 100644
--- a/dev/_modules/mne_nirs/experimental_design/_experimental_design.html
+++ b/dev/_modules/mne_nirs/experimental_design/_experimental_design.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.experimental_design._experimental_design &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.experimental_design._experimental_design &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -629,7 +629,7 @@ <h1>Source code for mne_nirs.experimental_design._experimental_design</h1><div c
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/io/fold/_fold.html b/dev/_modules/mne_nirs/io/fold/_fold.html
index 11f473d15..118d4823a 100644
--- a/dev/_modules/mne_nirs/io/fold/_fold.html
+++ b/dev/_modules/mne_nirs/io/fold/_fold.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.io.fold._fold &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.fold._fold &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -786,7 +786,7 @@ <h1>Source code for mne_nirs.io.fold._fold</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/io/snirf/_aux.html b/dev/_modules/mne_nirs/io/snirf/_aux.html
index 7531db18e..65a46ec11 100644
--- a/dev/_modules/mne_nirs/io/snirf/_aux.html
+++ b/dev/_modules/mne_nirs/io/snirf/_aux.html
@@ -7,7 +7,7 @@
   <head>
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-    <title>mne_nirs.io.snirf._aux &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.snirf._aux &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -486,7 +486,7 @@ <h1>Source code for mne_nirs.io.snirf._aux</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/io/snirf/_snirf.html b/dev/_modules/mne_nirs/io/snirf/_snirf.html
index 25fd76fb0..31830bfef 100644
--- a/dev/_modules/mne_nirs/io/snirf/_snirf.html
+++ b/dev/_modules/mne_nirs/io/snirf/_snirf.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.io.snirf._snirf &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.snirf._snirf &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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+    <script src="../../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -834,7 +834,7 @@ <h1>Source code for mne_nirs.io.snirf._snirf</h1><div class="highlight"><pre>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/preprocessing/_mayer.html b/dev/_modules/mne_nirs/preprocessing/_mayer.html
index 72a3d6f61..846424e37 100644
--- a/dev/_modules/mne_nirs/preprocessing/_mayer.html
+++ b/dev/_modules/mne_nirs/preprocessing/_mayer.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.preprocessing._mayer &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.preprocessing._mayer &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -600,7 +600,7 @@ <h1>Source code for mne_nirs.preprocessing._mayer</h1><div class="highlight"><pr
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/preprocessing/_peak_power.html b/dev/_modules/mne_nirs/preprocessing/_peak_power.html
index eb95e58a3..767d7554c 100644
--- a/dev/_modules/mne_nirs/preprocessing/_peak_power.html
+++ b/dev/_modules/mne_nirs/preprocessing/_peak_power.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.preprocessing._peak_power &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.preprocessing._peak_power &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -543,7 +543,7 @@ <h1>Source code for mne_nirs.preprocessing._peak_power</h1><div class="highlight
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/preprocessing/_scalp_coupling_segmented.html b/dev/_modules/mne_nirs/preprocessing/_scalp_coupling_segmented.html
index 86c405719..35a85d8bf 100644
--- a/dev/_modules/mne_nirs/preprocessing/_scalp_coupling_segmented.html
+++ b/dev/_modules/mne_nirs/preprocessing/_scalp_coupling_segmented.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.preprocessing._scalp_coupling_segmented &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.preprocessing._scalp_coupling_segmented &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -534,7 +534,7 @@ <h1>Source code for mne_nirs.preprocessing._scalp_coupling_segmented</h1><div cl
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/signal_enhancement/_negative_correlation.html b/dev/_modules/mne_nirs/signal_enhancement/_negative_correlation.html
index 15a65dcc0..4f837f317 100644
--- a/dev/_modules/mne_nirs/signal_enhancement/_negative_correlation.html
+++ b/dev/_modules/mne_nirs/signal_enhancement/_negative_correlation.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.signal_enhancement._negative_correlation &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.signal_enhancement._negative_correlation &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -497,7 +497,7 @@ <h1>Source code for mne_nirs.signal_enhancement._negative_correlation</h1><div c
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/_modules/mne_nirs/signal_enhancement/_short_channel_correction.html b/dev/_modules/mne_nirs/signal_enhancement/_short_channel_correction.html
index 4c52484f9..7d5eed98a 100644
--- a/dev/_modules/mne_nirs/signal_enhancement/_short_channel_correction.html
+++ b/dev/_modules/mne_nirs/signal_enhancement/_short_channel_correction.html
@@ -7,7 +7,7 @@
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-    <title>mne_nirs.signal_enhancement._short_channel_correction &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.signal_enhancement._short_channel_correction &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
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+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -518,7 +518,7 @@ <h1>Source code for mne_nirs.signal_enhancement._short_channel_correction</h1><d
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/simulation/_simulation.html b/dev/_modules/mne_nirs/simulation/_simulation.html
index 84741002f..1a171a76f 100644
--- a/dev/_modules/mne_nirs/simulation/_simulation.html
+++ b/dev/_modules/mne_nirs/simulation/_simulation.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.simulation._simulation &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.simulation._simulation &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -540,7 +540,7 @@ <h1>Source code for mne_nirs.simulation._simulation</h1><div class="highlight"><
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/statistics/_glm_level_first.html b/dev/_modules/mne_nirs/statistics/_glm_level_first.html
index 5004b7065..468069a02 100644
--- a/dev/_modules/mne_nirs/statistics/_glm_level_first.html
+++ b/dev/_modules/mne_nirs/statistics/_glm_level_first.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.statistics._glm_level_first &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics._glm_level_first &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -1352,7 +1352,7 @@ <h1>Source code for mne_nirs.statistics._glm_level_first</h1><div class="highlig
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/statistics/_statsmodels.html b/dev/_modules/mne_nirs/statistics/_statsmodels.html
index 0428e7353..962dd8811 100644
--- a/dev/_modules/mne_nirs/statistics/_statsmodels.html
+++ b/dev/_modules/mne_nirs/statistics/_statsmodels.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.statistics._statsmodels &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics._statsmodels &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -562,7 +562,7 @@ <h1>Source code for mne_nirs.statistics._statsmodels</h1><div class="highlight">
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/visualisation/_plot_3d_montage.html b/dev/_modules/mne_nirs/visualisation/_plot_3d_montage.html
index 719989e34..f0338ec79 100644
--- a/dev/_modules/mne_nirs/visualisation/_plot_3d_montage.html
+++ b/dev/_modules/mne_nirs/visualisation/_plot_3d_montage.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.visualisation._plot_3d_montage &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation._plot_3d_montage &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -676,7 +676,7 @@ <h1>Source code for mne_nirs.visualisation._plot_3d_montage</h1><div class="high
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/visualisation/_plot_GLM_surface_projection.html b/dev/_modules/mne_nirs/visualisation/_plot_GLM_surface_projection.html
index a5728912e..033ffe5ab 100644
--- a/dev/_modules/mne_nirs/visualisation/_plot_GLM_surface_projection.html
+++ b/dev/_modules/mne_nirs/visualisation/_plot_GLM_surface_projection.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.visualisation._plot_GLM_surface_projection &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation._plot_GLM_surface_projection &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -626,7 +626,7 @@ <h1>Source code for mne_nirs.visualisation._plot_GLM_surface_projection</h1><div
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/visualisation/_plot_GLM_topo.html b/dev/_modules/mne_nirs/visualisation/_plot_GLM_topo.html
index 86e397ab6..44096db25 100644
--- a/dev/_modules/mne_nirs/visualisation/_plot_GLM_topo.html
+++ b/dev/_modules/mne_nirs/visualisation/_plot_GLM_topo.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.visualisation._plot_GLM_topo &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation._plot_GLM_topo &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -800,7 +800,7 @@ <h1>Source code for mne_nirs.visualisation._plot_GLM_topo</h1><div class="highli
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/visualisation/_plot_nirs_source_detector.html b/dev/_modules/mne_nirs/visualisation/_plot_nirs_source_detector.html
index c00bd5704..e54e62874 100644
--- a/dev/_modules/mne_nirs/visualisation/_plot_nirs_source_detector.html
+++ b/dev/_modules/mne_nirs/visualisation/_plot_nirs_source_detector.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.visualisation._plot_nirs_source_detector &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation._plot_nirs_source_detector &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -644,7 +644,7 @@ <h1>Source code for mne_nirs.visualisation._plot_nirs_source_detector</h1><div c
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_modules/mne_nirs/visualisation/_plot_quality_metrics.html b/dev/_modules/mne_nirs/visualisation/_plot_quality_metrics.html
index 7e2ccdfe8..6d9e76587 100644
--- a/dev/_modules/mne_nirs/visualisation/_plot_quality_metrics.html
+++ b/dev/_modules/mne_nirs/visualisation/_plot_quality_metrics.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>mne_nirs.visualisation._plot_quality_metrics &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation._plot_quality_metrics &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="../../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -523,7 +523,7 @@ <h1>Source code for mne_nirs.visualisation._plot_quality_metrics</h1><div class=
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/_sources/auto_examples/general/plot_01_data_io.rst.txt b/dev/_sources/auto_examples/general/plot_01_data_io.rst.txt
index ce3959a29..843eefb99 100644
--- a/dev/_sources/auto_examples/general/plot_01_data_io.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_01_data_io.rst.txt
@@ -440,9 +440,9 @@ See :ref:`tut-source-alignment` for more details.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 11.813 seconds)
+   **Total running time of the script:** (0 minutes 8.857 seconds)
 
-**Estimated memory usage:**  909 MB
+**Estimated memory usage:**  913 MB
 
 
 .. _sphx_glr_download_auto_examples_general_plot_01_data_io.py:
diff --git a/dev/_sources/auto_examples/general/plot_05_datasets.rst.txt b/dev/_sources/auto_examples/general/plot_05_datasets.rst.txt
index 8a4181b1e..33f2aedfb 100644
--- a/dev/_sources/auto_examples/general/plot_05_datasets.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_05_datasets.rst.txt
@@ -514,7 +514,7 @@ Bibliography
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 2.242 seconds)
+   **Total running time of the script:** (0 minutes 1.643 seconds)
 
 **Estimated memory usage:**  449 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_06_gowerlabs.rst.txt b/dev/_sources/auto_examples/general/plot_06_gowerlabs.rst.txt
index 0d9a16c0d..6fe423e77 100644
--- a/dev/_sources/auto_examples/general/plot_06_gowerlabs.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_06_gowerlabs.rst.txt
@@ -312,9 +312,9 @@ And we can look at the file metadata by calling the variable `raw`.
 
 
 
-    <tr class="mne-repr-section-header general-faa03f24-84b0-4160-a476-cd45893b7089"
+    <tr class="mne-repr-section-header general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6"
          title="Hide section" 
-        onclick="toggleVisibility('general-faa03f24-84b0-4160-a476-cd45893b7089')">
+        onclick="toggleVisibility('general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -326,7 +326,7 @@ And we can look at the file metadata by calling the variable `raw`.
     </tr>
 
 
-    <tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+    <tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -337,19 +337,19 @@ And we can look at the file metadata by calling the variable `raw`.
         </td>
     </tr>
 
-    <tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+    <tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawSNIRF</td>
     </tr>
-    <tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+    <tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2000-01-01 at 00:00:00 UTC</td>
     
     </tr>
-    <tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+    <tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -358,7 +358,7 @@ And we can look at the file metadata by calling the variable `raw`.
     
     
     </tr>
-    <tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+    <tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -373,9 +373,9 @@ And we can look at the file metadata by calling the variable `raw`.
 
 
 
-    <tr class="mne-repr-section-header acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df"
+    <tr class="mne-repr-section-header acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df')">
+        onclick="toggleVisibility('acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -387,7 +387,7 @@ And we can look at the file metadata by calling the variable `raw`.
     </tr>
 
 
-    <tr class="repr-element acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df ">
+    <tr class="repr-element acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:00:28 (HH:MM:SS)</td>
@@ -400,14 +400,14 @@ And we can look at the file metadata by calling the variable `raw`.
 
 
 
-    <tr class="repr-element acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df ">
+    <tr class="repr-element acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>10.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df ">
+    <tr class="repr-element acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>274</td>
@@ -422,9 +422,9 @@ And we can look at the file metadata by calling the variable `raw`.
 
 
 
-    <tr class="mne-repr-section-header channels-02ca605d-7103-4517-88e1-3f7e1a2909cd"
+    <tr class="mne-repr-section-header channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51"
          title="Hide section" 
-        onclick="toggleVisibility('channels-02ca605d-7103-4517-88e1-3f7e1a2909cd')">
+        onclick="toggleVisibility('channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -437,7 +437,7 @@ And we can look at the file metadata by calling the variable `raw`.
 
 
     
-    <tr class="repr-element channels-02ca605d-7103-4517-88e1-3f7e1a2909cd ">
+    <tr class="repr-element channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51 ">
         <td class="mne-repr-section-toggle"></td>
         <td>fNIRS (CW amplitude)</td>
         <td>
@@ -450,7 +450,7 @@ And we can look at the file metadata by calling the variable `raw`.
     </tr>
 
 
-    <tr class="repr-element channels-02ca605d-7103-4517-88e1-3f7e1a2909cd ">
+    <tr class="repr-element channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -465,9 +465,9 @@ And we can look at the file metadata by calling the variable `raw`.
 
 
 
-    <tr class="mne-repr-section-header filters-82097b07-1b91-4390-a100-f680f51c6d89"
+    <tr class="mne-repr-section-header filters-f3ab88a8-7721-4449-9a2a-c8f981b59349"
          title="Hide section" 
-        onclick="toggleVisibility('filters-82097b07-1b91-4390-a100-f680f51c6d89')">
+        onclick="toggleVisibility('filters-f3ab88a8-7721-4449-9a2a-c8f981b59349')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -479,14 +479,14 @@ And we can look at the file metadata by calling the variable `raw`.
     </tr>
 
 
-    <tr class="repr-element filters-82097b07-1b91-4390-a100-f680f51c6d89 ">
+    <tr class="repr-element filters-f3ab88a8-7721-4449-9a2a-c8f981b59349 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-82097b07-1b91-4390-a100-f680f51c6d89 ">
+    <tr class="repr-element filters-f3ab88a8-7721-4449-9a2a-c8f981b59349 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>5.00 Hz</td>
@@ -526,7 +526,7 @@ and signal annotations.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838c02e60>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f6950426d40>
 
 
 
@@ -1091,9 +1091,9 @@ interface using the `fsaverage` head.
 
 
 
-    <tr class="mne-repr-section-header general-779897f2-9077-4079-8ed5-44863011b361"
+    <tr class="mne-repr-section-header general-2c8e6776-562a-463a-bfe9-c6c59fffd781"
          title="Hide section" 
-        onclick="toggleVisibility('general-779897f2-9077-4079-8ed5-44863011b361')">
+        onclick="toggleVisibility('general-2c8e6776-562a-463a-bfe9-c6c59fffd781')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1105,7 +1105,7 @@ interface using the `fsaverage` head.
     </tr>
 
 
-    <tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+    <tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -1116,19 +1116,19 @@ interface using the `fsaverage` head.
         </td>
     </tr>
 
-    <tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+    <tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawSNIRF</td>
     </tr>
-    <tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+    <tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2000-01-01 at 00:00:00 UTC</td>
     
     </tr>
-    <tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+    <tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -1137,7 +1137,7 @@ interface using the `fsaverage` head.
     
     
     </tr>
-    <tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+    <tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -1152,9 +1152,9 @@ interface using the `fsaverage` head.
 
 
 
-    <tr class="mne-repr-section-header acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1"
+    <tr class="mne-repr-section-header acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1')">
+        onclick="toggleVisibility('acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1166,7 +1166,7 @@ interface using the `fsaverage` head.
     </tr>
 
 
-    <tr class="repr-element acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1 ">
+    <tr class="repr-element acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:00:28 (HH:MM:SS)</td>
@@ -1179,14 +1179,14 @@ interface using the `fsaverage` head.
 
 
 
-    <tr class="repr-element acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1 ">
+    <tr class="repr-element acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>10.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1 ">
+    <tr class="repr-element acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>274</td>
@@ -1201,9 +1201,9 @@ interface using the `fsaverage` head.
 
 
 
-    <tr class="mne-repr-section-header channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff"
+    <tr class="mne-repr-section-header channels-cb84f379-bb72-4731-a15b-c19e5473a4dc"
          title="Hide section" 
-        onclick="toggleVisibility('channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff')">
+        onclick="toggleVisibility('channels-cb84f379-bb72-4731-a15b-c19e5473a4dc')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1216,7 +1216,7 @@ interface using the `fsaverage` head.
 
 
     
-    <tr class="repr-element channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff ">
+    <tr class="repr-element channels-cb84f379-bb72-4731-a15b-c19e5473a4dc ">
         <td class="mne-repr-section-toggle"></td>
         <td>fNIRS (CW amplitude)</td>
         <td>
@@ -1229,7 +1229,7 @@ interface using the `fsaverage` head.
     </tr>
 
 
-    <tr class="repr-element channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff ">
+    <tr class="repr-element channels-cb84f379-bb72-4731-a15b-c19e5473a4dc ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -1244,9 +1244,9 @@ interface using the `fsaverage` head.
 
 
 
-    <tr class="mne-repr-section-header filters-ec12f9fc-b60b-4c60-830b-b26442915579"
+    <tr class="mne-repr-section-header filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee"
          title="Hide section" 
-        onclick="toggleVisibility('filters-ec12f9fc-b60b-4c60-830b-b26442915579')">
+        onclick="toggleVisibility('filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1258,14 +1258,14 @@ interface using the `fsaverage` head.
     </tr>
 
 
-    <tr class="repr-element filters-ec12f9fc-b60b-4c60-830b-b26442915579 ">
+    <tr class="repr-element filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-ec12f9fc-b60b-4c60-830b-b26442915579 ">
+    <tr class="repr-element filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>5.00 Hz</td>
@@ -1345,9 +1345,9 @@ From here you can use your favorite analysis technique such as
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 35.794 seconds)
+   **Total running time of the script:** (0 minutes 26.510 seconds)
 
-**Estimated memory usage:**  585 MB
+**Estimated memory usage:**  608 MB
 
 
 .. _sphx_glr_download_auto_examples_general_plot_06_gowerlabs.py:
diff --git a/dev/_sources/auto_examples/general/plot_10_hrf_simulation.rst.txt b/dev/_sources/auto_examples/general/plot_10_hrf_simulation.rst.txt
index 435e1c776..e175fff3b 100644
--- a/dev/_sources/auto_examples/general/plot_10_hrf_simulation.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_10_hrf_simulation.rst.txt
@@ -97,7 +97,7 @@ The simulated signal is plotted below.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f099a5f60e0>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696f69e0e0>
 
 
 
@@ -453,7 +453,7 @@ model of the noise can improve the accuracy of the response estimate.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 8.102 seconds)
+   **Total running time of the script:** (0 minutes 6.795 seconds)
 
 **Estimated memory usage:**  450 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_11_hrf_measured.rst.txt b/dev/_sources/auto_examples/general/plot_11_hrf_measured.rst.txt
index 91c302b31..ede0f3b15 100644
--- a/dev/_sources/auto_examples/general/plot_11_hrf_measured.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_11_hrf_measured.rst.txt
@@ -268,9 +268,9 @@ to meet github memory constraints.
 
 
 
-    <tr class="mne-repr-section-header general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0"
+    <tr class="mne-repr-section-header general-684adada-3d6e-44b5-85ca-8663cc8dc7c3"
          title="Hide section" 
-        onclick="toggleVisibility('general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0')">
+        onclick="toggleVisibility('general-684adada-3d6e-44b5-85ca-8663cc8dc7c3')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -282,7 +282,7 @@ to meet github memory constraints.
     </tr>
 
 
-    <tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+    <tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -293,19 +293,19 @@ to meet github memory constraints.
         </td>
     </tr>
 
-    <tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+    <tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawNIRX</td>
     </tr>
-    <tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+    <tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2019-11-02 at 13:16:16 UTC</td>
     
     </tr>
-    <tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+    <tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -314,7 +314,7 @@ to meet github memory constraints.
     
     
     </tr>
-    <tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+    <tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -329,9 +329,9 @@ to meet github memory constraints.
 
 
 
-    <tr class="mne-repr-section-header acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd"
+    <tr class="mne-repr-section-header acquisition-343475ba-c195-4032-ab4d-33dae105fd86"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd')">
+        onclick="toggleVisibility('acquisition-343475ba-c195-4032-ab4d-33dae105fd86')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -343,7 +343,7 @@ to meet github memory constraints.
     </tr>
 
 
-    <tr class="repr-element acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd ">
+    <tr class="repr-element acquisition-343475ba-c195-4032-ab4d-33dae105fd86 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:49:35 (HH:MM:SS)</td>
@@ -356,14 +356,14 @@ to meet github memory constraints.
 
 
 
-    <tr class="repr-element acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd ">
+    <tr class="repr-element acquisition-343475ba-c195-4032-ab4d-33dae105fd86 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>0.70 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd ">
+    <tr class="repr-element acquisition-343475ba-c195-4032-ab4d-33dae105fd86 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>2,082</td>
@@ -378,9 +378,9 @@ to meet github memory constraints.
 
 
 
-    <tr class="mne-repr-section-header channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8"
+    <tr class="mne-repr-section-header channels-c5361938-b241-45d7-aa7d-14b93b697b81"
          title="Hide section" 
-        onclick="toggleVisibility('channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8')">
+        onclick="toggleVisibility('channels-c5361938-b241-45d7-aa7d-14b93b697b81')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -393,7 +393,7 @@ to meet github memory constraints.
 
 
     
-    <tr class="repr-element channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8 ">
+    <tr class="repr-element channels-c5361938-b241-45d7-aa7d-14b93b697b81 ">
         <td class="mne-repr-section-toggle"></td>
         <td>fNIRS (CW amplitude)</td>
         <td>
@@ -406,7 +406,7 @@ to meet github memory constraints.
     </tr>
 
 
-    <tr class="repr-element channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8 ">
+    <tr class="repr-element channels-c5361938-b241-45d7-aa7d-14b93b697b81 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -421,9 +421,9 @@ to meet github memory constraints.
 
 
 
-    <tr class="mne-repr-section-header filters-bea15963-5863-4d31-b700-042beee493e0"
+    <tr class="mne-repr-section-header filters-22b6c5ac-e749-4e93-913a-22b1729ff13c"
          title="Hide section" 
-        onclick="toggleVisibility('filters-bea15963-5863-4d31-b700-042beee493e0')">
+        onclick="toggleVisibility('filters-22b6c5ac-e749-4e93-913a-22b1729ff13c')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -435,14 +435,14 @@ to meet github memory constraints.
     </tr>
 
 
-    <tr class="repr-element filters-bea15963-5863-4d31-b700-042beee493e0 ">
+    <tr class="repr-element filters-22b6c5ac-e749-4e93-913a-22b1729ff13c ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-bea15963-5863-4d31-b700-042beee493e0 ">
+    <tr class="repr-element filters-22b6c5ac-e749-4e93-913a-22b1729ff13c ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>0.35 Hz</td>
@@ -1287,7 +1287,7 @@ cortical surface
  .. code-block:: none
 
 
-    <mne.viz._brain._brain.Brain object at 0x7f09551cccd0>
+    <mne.viz._brain._brain.Brain object at 0x7f696f435450>
 
 
 
@@ -1803,9 +1803,9 @@ the tapping, but we do expect 5% or less for the false positive rate.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 18.638 seconds)
+   **Total running time of the script:** (0 minutes 17.751 seconds)
 
-**Estimated memory usage:**  692 MB
+**Estimated memory usage:**  696 MB
 
 
 .. _sphx_glr_download_auto_examples_general_plot_11_hrf_measured.py:
diff --git a/dev/_sources/auto_examples/general/plot_12_group_glm.rst.txt b/dev/_sources/auto_examples/general/plot_12_group_glm.rst.txt
index fdf67ff2a..30424bbb5 100644
--- a/dev/_sources/auto_examples/general/plot_12_group_glm.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_12_group_glm.rst.txt
@@ -433,7 +433,7 @@ and that the responses look to be contralateral to the tapping hand.
  .. code-block:: none
 
 
-    <seaborn.axisgrid.FacetGrid object at 0x7f0954f45810>
+    <seaborn.axisgrid.FacetGrid object at 0x7f696f39f970>
 
 
 
@@ -711,7 +711,7 @@ Filled symbols represent HbO, unfilled symbols represent HbR.
     /home/circleci/python_env/lib/python3.10/site-packages/statsmodels/regression/mixed_linear_model.py:2237: ConvergenceWarning: The MLE may be on the boundary of the parameter space.
       warnings.warn(msg, ConvergenceWarning)
 
-    <seaborn.axisgrid.FacetGrid object at 0x7f0954cc3160>
+    <seaborn.axisgrid.FacetGrid object at 0x7f696f1464d0>
 
 
 
@@ -1787,9 +1787,9 @@ hand of tapping and most likely originate from the primary motor cortex.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 27.373 seconds)
+   **Total running time of the script:** (0 minutes 28.287 seconds)
 
-**Estimated memory usage:**  856 MB
+**Estimated memory usage:**  857 MB
 
 
 .. _sphx_glr_download_auto_examples_general_plot_12_group_glm.py:
diff --git a/dev/_sources/auto_examples/general/plot_13_fir_glm.rst.txt b/dev/_sources/auto_examples/general/plot_13_fir_glm.rst.txt
index d4239d7dc..5d1ddddd1 100644
--- a/dev/_sources/auto_examples/general/plot_13_fir_glm.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_13_fir_glm.rst.txt
@@ -586,7 +586,7 @@ per chromophore (HbR not shown in first two facets).
  .. code-block:: none
 
 
-    <matplotlib.legend.Legend object at 0x7f0955158700>
+    <matplotlib.legend.Legend object at 0x7f696d259ba0>
 
 
 
@@ -659,7 +659,7 @@ Plot the response with confidence intervals
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 22.517 seconds)
+   **Total running time of the script:** (0 minutes 25.079 seconds)
 
 **Estimated memory usage:**  449 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_14_glm_components.rst.txt b/dev/_sources/auto_examples/general/plot_14_glm_components.rst.txt
index 05783df8e..8d4500609 100644
--- a/dev/_sources/auto_examples/general/plot_14_glm_components.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_14_glm_components.rst.txt
@@ -163,7 +163,7 @@ Note that they differ in their peak timing and undershoot.
  .. code-block:: none
 
 
-    <matplotlib.legend.Legend object at 0x7f0954fecd90>
+    <matplotlib.legend.Legend object at 0x7f697eefa440>
 
 
 
@@ -351,7 +351,7 @@ resulting regressor varies as a function of this parameter.
  .. code-block:: none
 
 
-    <matplotlib.colorbar.Colorbar object at 0x7f0954e23ac0>
+    <matplotlib.colorbar.Colorbar object at 0x7f696f175f00>
 
 
 
@@ -769,7 +769,7 @@ This would be achieved by renaming the triggers.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 15.446 seconds)
+   **Total running time of the script:** (0 minutes 14.456 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_15_waveform.rst.txt b/dev/_sources/auto_examples/general/plot_15_waveform.rst.txt
index 3fcaf452a..cee760599 100644
--- a/dev/_sources/auto_examples/general/plot_15_waveform.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_15_waveform.rst.txt
@@ -232,9 +232,9 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
 
 
 
-    <tr class="mne-repr-section-header general-f24d4829-6b9b-4dee-bce5-d5344b409270"
+    <tr class="mne-repr-section-header general-f76cbfcd-27ba-4f42-a821-35671719548e"
          title="Hide section" 
-        onclick="toggleVisibility('general-f24d4829-6b9b-4dee-bce5-d5344b409270')">
+        onclick="toggleVisibility('general-f76cbfcd-27ba-4f42-a821-35671719548e')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -246,7 +246,7 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
     </tr>
 
 
-    <tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+    <tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -257,19 +257,19 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
         </td>
     </tr>
 
-    <tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+    <tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawNIRX</td>
     </tr>
-    <tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+    <tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2019-11-02 at 13:16:16 UTC</td>
     
     </tr>
-    <tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+    <tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -278,7 +278,7 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
     
     
     </tr>
-    <tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+    <tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -293,9 +293,9 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
 
 
 
-    <tr class="mne-repr-section-header acquisition-edbee082-0947-4827-bfd9-e08c99490c70"
+    <tr class="mne-repr-section-header acquisition-46323872-e449-4995-ac78-248ae269cb1c"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-edbee082-0947-4827-bfd9-e08c99490c70')">
+        onclick="toggleVisibility('acquisition-46323872-e449-4995-ac78-248ae269cb1c')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -307,7 +307,7 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
     </tr>
 
 
-    <tr class="repr-element acquisition-edbee082-0947-4827-bfd9-e08c99490c70 ">
+    <tr class="repr-element acquisition-46323872-e449-4995-ac78-248ae269cb1c ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:49:35 (HH:MM:SS)</td>
@@ -320,14 +320,14 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
 
 
 
-    <tr class="repr-element acquisition-edbee082-0947-4827-bfd9-e08c99490c70 ">
+    <tr class="repr-element acquisition-46323872-e449-4995-ac78-248ae269cb1c ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>7.81 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-edbee082-0947-4827-bfd9-e08c99490c70 ">
+    <tr class="repr-element acquisition-46323872-e449-4995-ac78-248ae269cb1c ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>23,239</td>
@@ -342,9 +342,9 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
 
 
 
-    <tr class="mne-repr-section-header channels-29737efb-2be1-48c4-ac26-f20629f20277"
+    <tr class="mne-repr-section-header channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e"
          title="Hide section" 
-        onclick="toggleVisibility('channels-29737efb-2be1-48c4-ac26-f20629f20277')">
+        onclick="toggleVisibility('channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -357,7 +357,7 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
 
 
     
-    <tr class="repr-element channels-29737efb-2be1-48c4-ac26-f20629f20277 ">
+    <tr class="repr-element channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e ">
         <td class="mne-repr-section-toggle"></td>
         <td>fNIRS (CW amplitude)</td>
         <td>
@@ -370,7 +370,7 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
     </tr>
 
 
-    <tr class="repr-element channels-29737efb-2be1-48c4-ac26-f20629f20277 ">
+    <tr class="repr-element channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -385,9 +385,9 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
 
 
 
-    <tr class="mne-repr-section-header filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db"
+    <tr class="mne-repr-section-header filters-627e86de-634c-4cbb-9f05-3529650f4500"
          title="Hide section" 
-        onclick="toggleVisibility('filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db')">
+        onclick="toggleVisibility('filters-627e86de-634c-4cbb-9f05-3529650f4500')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -399,14 +399,14 @@ Here we will work with the :ref:`fNIRS motor data <mne:fnirs-motor-dataset>`.
     </tr>
 
 
-    <tr class="repr-element filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db ">
+    <tr class="repr-element filters-627e86de-634c-4cbb-9f05-3529650f4500 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db ">
+    <tr class="repr-element filters-627e86de-634c-4cbb-9f05-3529650f4500 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>3.91 Hz</td>
@@ -534,7 +534,7 @@ To achieve this we pick all the channels that are not considered to be short.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f09554cb760>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed7ab00>
 
 
 
@@ -568,7 +568,7 @@ The raw intensity values are then converted to optical density.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838cd68c0>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed7cc10>
 
 
 
@@ -675,7 +675,7 @@ the modified Beer-Lambert law.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f099a4fcb80>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696d0a5000>
 
 
 
@@ -884,14 +884,14 @@ the HbO peak.
     *
 
       .. image-sg:: /auto_examples/general/images/sphx_glr_plot_15_waveform_010.png
-         :alt: Deoxyhemoglobin (mean), µM
+         :alt: Oxyhemoglobin (mean), µM
          :srcset: /auto_examples/general/images/sphx_glr_plot_15_waveform_010.png
          :class: sphx-glr-multi-img
 
     *
 
       .. image-sg:: /auto_examples/general/images/sphx_glr_plot_15_waveform_011.png
-         :alt: Oxyhemoglobin (mean), µM
+         :alt: Deoxyhemoglobin (mean), µM
          :srcset: /auto_examples/general/images/sphx_glr_plot_15_waveform_011.png
          :class: sphx-glr-multi-img
 
@@ -942,14 +942,14 @@ that it does not show the expected morphology.
     *
 
       .. image-sg:: /auto_examples/general/images/sphx_glr_plot_15_waveform_012.png
-         :alt: Deoxyhemoglobin (mean), µM
+         :alt: Oxyhemoglobin (mean), µM
          :srcset: /auto_examples/general/images/sphx_glr_plot_15_waveform_012.png
          :class: sphx-glr-multi-img
 
     *
 
       .. image-sg:: /auto_examples/general/images/sphx_glr_plot_15_waveform_013.png
-         :alt: Oxyhemoglobin (mean), µM
+         :alt: Deoxyhemoglobin (mean), µM
          :srcset: /auto_examples/general/images/sphx_glr_plot_15_waveform_013.png
          :class: sphx-glr-multi-img
 
@@ -1281,16 +1281,16 @@ driving the topographic plot above.
  .. code-block:: none
 
 
-    <matplotlib.legend.Legend object at 0x7f0955195c60>
+    <matplotlib.legend.Legend object at 0x7f69c08631c0>
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 24.461 seconds)
+   **Total running time of the script:** (0 minutes 25.829 seconds)
 
-**Estimated memory usage:**  456 MB
+**Estimated memory usage:**  463 MB
 
 
 .. _sphx_glr_download_auto_examples_general_plot_15_waveform.py:
diff --git a/dev/_sources/auto_examples/general/plot_16_waveform_group.rst.txt b/dev/_sources/auto_examples/general/plot_16_waveform_group.rst.txt
index 7693a98e3..5988cef24 100644
--- a/dev/_sources/auto_examples/general/plot_16_waveform_group.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_16_waveform_group.rst.txt
@@ -364,7 +364,7 @@ as illustrated by the head inset in the top right corner of the figure.
  .. code-block:: none
 
 
-    <matplotlib.legend.Legend object at 0x7f095503fee0>
+    <matplotlib.legend.Legend object at 0x7f697cb27a00>
 
 
 
@@ -511,7 +511,7 @@ regions of the brain for each condition.
  .. code-block:: none
 
 
-    <matplotlib.legend.Legend object at 0x7f099a4a7d90>
+    <matplotlib.legend.Legend object at 0x7f696f113460>
 
 
 
@@ -700,7 +700,7 @@ single ROI between conditions.
  .. code-block:: none
 
 
-    <seaborn.axisgrid.FacetGrid object at 0x7f099a3faf80>
+    <seaborn.axisgrid.FacetGrid object at 0x7f697efbe200>
 
 
 
@@ -880,7 +880,7 @@ hand that is tapping.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 10.182 seconds)
+   **Total running time of the script:** (0 minutes 11.100 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_19_snirf.rst.txt b/dev/_sources/auto_examples/general/plot_19_snirf.rst.txt
index 0601d1154..4b80aafd1 100644
--- a/dev/_sources/auto_examples/general/plot_19_snirf.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_19_snirf.rst.txt
@@ -169,7 +169,7 @@ ensure that the values are the same.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0954c339a0>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696f0da440>
 
 
 
@@ -202,7 +202,7 @@ by MNE-NIRS are compliant with the specification.
 
  .. code-block:: none
 
-    <snirf.pysnirf2.ValidationResult object at 0x7f099a55b8e0>
+    <snirf.pysnirf2.ValidationResult object at 0x7f69c069b100>
 
     Found 304 OK      (hidden)
     Found 522 INFO    (hidden)
@@ -242,7 +242,7 @@ MNE-NIRS cal also be used to write optical density data to SNIRF files.
 
  .. code-block:: none
 
-    <snirf.pysnirf2.ValidationResult object at 0x7f0954aff4c0>
+    <snirf.pysnirf2.ValidationResult object at 0x7f69c07c6710>
 
     Found 360 OK      (hidden)
     Found 466 INFO    (hidden)
@@ -280,7 +280,7 @@ And it can write valid haemoglobin data to SNIRF files.
 
  .. code-block:: none
 
-    <snirf.pysnirf2.ValidationResult object at 0x7f0954cc2890>
+    <snirf.pysnirf2.ValidationResult object at 0x7f697d612260>
 
     Found 360 OK      (hidden)
     Found 466 INFO    (hidden)
@@ -295,7 +295,7 @@ And it can write valid haemoglobin data to SNIRF files.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.715 seconds)
+   **Total running time of the script:** (0 minutes 7.601 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_20_enhance.rst.txt b/dev/_sources/auto_examples/general/plot_20_enhance.rst.txt
index 4a22b7e8a..cd5ffdeff 100644
--- a/dev/_sources/auto_examples/general/plot_20_enhance.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_20_enhance.rst.txt
@@ -494,7 +494,7 @@ detector pairs for analysis.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.465 seconds)
+   **Total running time of the script:** (0 minutes 4.925 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_21_artifacts.rst.txt b/dev/_sources/auto_examples/general/plot_21_artifacts.rst.txt
index 46d3d6b24..f033bb5b7 100644
--- a/dev/_sources/auto_examples/general/plot_21_artifacts.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_21_artifacts.rst.txt
@@ -92,7 +92,7 @@ and plot these signals.
 
     Loading /home/circleci/mne_data/MNE-fNIRS-motor-data/Participant-1
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838d353f0>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed52c20>
 
 
 
@@ -146,7 +146,7 @@ seconds to the data.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0956792290>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed535b0>
 
 
 
@@ -181,7 +181,7 @@ for any user-supplied parameters FishburnEtAl2019.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0954c47010>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697ca87be0>
 
 
 
@@ -204,7 +204,7 @@ for fNIRS. NeuroImage,
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.794 seconds)
+   **Total running time of the script:** (0 minutes 7.427 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_22_quality.rst.txt b/dev/_sources/auto_examples/general/plot_22_quality.rst.txt
index 825168b57..d990f3997 100644
--- a/dev/_sources/auto_examples/general/plot_22_quality.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_22_quality.rst.txt
@@ -129,7 +129,7 @@ We then convert the data to optical density and plot the raw signal.
 
     Loading /home/circleci/mne_data/MNE-fNIRS-motor-data/Participant-1
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f09564488b0>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697ca84c10>
 
 
 
@@ -242,7 +242,7 @@ channels are now displayed in grey to indicate they are bad.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0958117b50>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f69c0526dd0>
 
 
 
@@ -470,7 +470,7 @@ has been added.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838384700>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f69c0584c10>
 
 
 
@@ -562,7 +562,7 @@ on S2-D4).
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0956d2ea70>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697d494d30>
 
 
 
@@ -597,7 +597,7 @@ and bad time segments are marked in red.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838431090>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697d495b40>
 
 
 
@@ -617,7 +617,7 @@ are treated in downstream analysis.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 33.316 seconds)
+   **Total running time of the script:** (0 minutes 29.652 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_30_frequency.rst.txt b/dev/_sources/auto_examples/general/plot_30_frequency.rst.txt
index 76c24e0b8..f7b383756 100644
--- a/dev/_sources/auto_examples/general/plot_30_frequency.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_30_frequency.rst.txt
@@ -510,7 +510,7 @@ Some common high pass filter values from literature are shown in red.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 29.395 seconds)
+   **Total running time of the script:** (0 minutes 28.267 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_40_mayer.rst.txt b/dev/_sources/auto_examples/general/plot_40_mayer.rst.txt
index 54e19ef38..b631f2b1c 100644
--- a/dev/_sources/auto_examples/general/plot_40_mayer.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_40_mayer.rst.txt
@@ -275,9 +275,9 @@ We read in the data and convert to haemoglobin concentration.
 
 
 
-    <tr class="mne-repr-section-header general-02db2aa3-a229-42de-9acb-d4830545645e"
+    <tr class="mne-repr-section-header general-8049e6b8-da10-4239-b624-4c8e1ffae416"
          title="Hide section" 
-        onclick="toggleVisibility('general-02db2aa3-a229-42de-9acb-d4830545645e')">
+        onclick="toggleVisibility('general-8049e6b8-da10-4239-b624-4c8e1ffae416')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -289,7 +289,7 @@ We read in the data and convert to haemoglobin concentration.
     </tr>
 
 
-    <tr class="repr-element general-02db2aa3-a229-42de-9acb-d4830545645e ">
+    <tr class="repr-element general-8049e6b8-da10-4239-b624-4c8e1ffae416 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -300,19 +300,19 @@ We read in the data and convert to haemoglobin concentration.
         </td>
     </tr>
 
-    <tr class="repr-element general-02db2aa3-a229-42de-9acb-d4830545645e ">
+    <tr class="repr-element general-8049e6b8-da10-4239-b624-4c8e1ffae416 ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawNIRX</td>
     </tr>
-    <tr class="repr-element general-02db2aa3-a229-42de-9acb-d4830545645e ">
+    <tr class="repr-element general-8049e6b8-da10-4239-b624-4c8e1ffae416 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2019-11-02 at 13:16:16 UTC</td>
     
     </tr>
-    <tr class="repr-element general-02db2aa3-a229-42de-9acb-d4830545645e ">
+    <tr class="repr-element general-8049e6b8-da10-4239-b624-4c8e1ffae416 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -321,7 +321,7 @@ We read in the data and convert to haemoglobin concentration.
     
     
     </tr>
-    <tr class="repr-element general-02db2aa3-a229-42de-9acb-d4830545645e ">
+    <tr class="repr-element general-8049e6b8-da10-4239-b624-4c8e1ffae416 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -336,9 +336,9 @@ We read in the data and convert to haemoglobin concentration.
 
 
 
-    <tr class="mne-repr-section-header acquisition-97e0dc2f-1af5-4199-8d96-56c0bb0de126"
+    <tr class="mne-repr-section-header acquisition-ee5f2b88-1964-4607-a8ee-3f5b1163f039"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-97e0dc2f-1af5-4199-8d96-56c0bb0de126')">
+        onclick="toggleVisibility('acquisition-ee5f2b88-1964-4607-a8ee-3f5b1163f039')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -350,7 +350,7 @@ We read in the data and convert to haemoglobin concentration.
     </tr>
 
 
-    <tr class="repr-element acquisition-97e0dc2f-1af5-4199-8d96-56c0bb0de126 ">
+    <tr class="repr-element acquisition-ee5f2b88-1964-4607-a8ee-3f5b1163f039 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:49:35 (HH:MM:SS)</td>
@@ -363,14 +363,14 @@ We read in the data and convert to haemoglobin concentration.
 
 
 
-    <tr class="repr-element acquisition-97e0dc2f-1af5-4199-8d96-56c0bb0de126 ">
+    <tr class="repr-element acquisition-ee5f2b88-1964-4607-a8ee-3f5b1163f039 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>2.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-97e0dc2f-1af5-4199-8d96-56c0bb0de126 ">
+    <tr class="repr-element acquisition-ee5f2b88-1964-4607-a8ee-3f5b1163f039 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>5,949</td>
@@ -385,9 +385,9 @@ We read in the data and convert to haemoglobin concentration.
 
 
 
-    <tr class="mne-repr-section-header channels-f43ae7b6-bae1-4527-a8ff-f795ed9dfa0a"
+    <tr class="mne-repr-section-header channels-4dcc1fc0-9cd0-490a-b375-ec4ea1772b74"
          title="Hide section" 
-        onclick="toggleVisibility('channels-f43ae7b6-bae1-4527-a8ff-f795ed9dfa0a')">
+        onclick="toggleVisibility('channels-4dcc1fc0-9cd0-490a-b375-ec4ea1772b74')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -400,7 +400,7 @@ We read in the data and convert to haemoglobin concentration.
 
 
     
-    <tr class="repr-element channels-f43ae7b6-bae1-4527-a8ff-f795ed9dfa0a ">
+    <tr class="repr-element channels-4dcc1fc0-9cd0-490a-b375-ec4ea1772b74 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Oxyhemoglobin</td>
         <td>
@@ -413,7 +413,7 @@ We read in the data and convert to haemoglobin concentration.
     </tr>
 
 
-    <tr class="repr-element channels-f43ae7b6-bae1-4527-a8ff-f795ed9dfa0a ">
+    <tr class="repr-element channels-4dcc1fc0-9cd0-490a-b375-ec4ea1772b74 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -428,9 +428,9 @@ We read in the data and convert to haemoglobin concentration.
 
 
 
-    <tr class="mne-repr-section-header filters-d2705bc8-32df-40b0-bbc7-d69468bac9b8"
+    <tr class="mne-repr-section-header filters-98cf44b7-ca4a-4da9-9750-425aaaca3c9f"
          title="Hide section" 
-        onclick="toggleVisibility('filters-d2705bc8-32df-40b0-bbc7-d69468bac9b8')">
+        onclick="toggleVisibility('filters-98cf44b7-ca4a-4da9-9750-425aaaca3c9f')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -442,14 +442,14 @@ We read in the data and convert to haemoglobin concentration.
     </tr>
 
 
-    <tr class="repr-element filters-d2705bc8-32df-40b0-bbc7-d69468bac9b8 ">
+    <tr class="repr-element filters-98cf44b7-ca4a-4da9-9750-425aaaca3c9f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-d2705bc8-32df-40b0-bbc7-d69468bac9b8 ">
+    <tr class="repr-element filters-98cf44b7-ca4a-4da9-9750-425aaaca3c9f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>1.00 Hz</td>
@@ -532,7 +532,7 @@ it matches well to the data.
  .. code-block:: none
 
 
-    ([<matplotlib.axis.XTick object at 0x7f09549fb9a0>, <matplotlib.axis.XTick object at 0x7f09549f8ac0>, <matplotlib.axis.XTick object at 0x7f09549f9900>, <matplotlib.axis.XTick object at 0x7f0954f2c9d0>, <matplotlib.axis.XTick object at 0x7f0955150e20>, <matplotlib.axis.XTick object at 0x7f0955151ba0>, <matplotlib.axis.XTick object at 0x7f09551533d0>], [Text(0, 0, '0.0'), Text(1, 0, '0.1'), Text(2, 0, '0.2'), Text(3, 0, '0.3'), Text(4, 0, '0.4'), Text(5, 0, '0.5'), Text(6, 0, '0.6')])
+    ([<matplotlib.axis.XTick object at 0x7f695026b220>, <matplotlib.axis.XTick object at 0x7f6950269510>, <matplotlib.axis.XTick object at 0x7f695043f250>, <matplotlib.axis.XTick object at 0x7f696f3ff7f0>, <matplotlib.axis.XTick object at 0x7f696f3fd720>, <matplotlib.axis.XTick object at 0x7f696f3fd7b0>, <matplotlib.axis.XTick object at 0x7f696f0e1900>], [Text(0, 0, '0.0'), Text(1, 0, '0.1'), Text(2, 0, '0.2'), Text(3, 0, '0.3'), Text(4, 0, '0.4'), Text(5, 0, '0.5'), Text(6, 0, '0.6')])
 
 
 
@@ -642,7 +642,7 @@ Bibliography
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.969 seconds)
+   **Total running time of the script:** (0 minutes 4.697 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_50_decoding.rst.txt b/dev/_sources/auto_examples/general/plot_50_decoding.rst.txt
index bcffc83c9..83b967c80 100644
--- a/dev/_sources/auto_examples/general/plot_50_decoding.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_50_decoding.rst.txt
@@ -262,7 +262,7 @@ Bibliography
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.922 seconds)
+   **Total running time of the script:** (0 minutes 6.928 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_60_aux_data.rst.txt b/dev/_sources/auto_examples/general/plot_60_aux_data.rst.txt
index 02fd2d0c0..14c5f102f 100644
--- a/dev/_sources/auto_examples/general/plot_60_aux_data.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_60_aux_data.rst.txt
@@ -236,9 +236,9 @@ the previous GLM example that contains auxiliary data.
 
 
 
-    <tr class="mne-repr-section-header general-b5758ee5-b88d-45e8-baba-1f89aea0c9db"
+    <tr class="mne-repr-section-header general-a6964539-283d-437c-8a91-66f13796da48"
          title="Hide section" 
-        onclick="toggleVisibility('general-b5758ee5-b88d-45e8-baba-1f89aea0c9db')">
+        onclick="toggleVisibility('general-a6964539-283d-437c-8a91-66f13796da48')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -250,7 +250,7 @@ the previous GLM example that contains auxiliary data.
     </tr>
 
 
-    <tr class="repr-element general-b5758ee5-b88d-45e8-baba-1f89aea0c9db ">
+    <tr class="repr-element general-a6964539-283d-437c-8a91-66f13796da48 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -261,19 +261,19 @@ the previous GLM example that contains auxiliary data.
         </td>
     </tr>
 
-    <tr class="repr-element general-b5758ee5-b88d-45e8-baba-1f89aea0c9db ">
+    <tr class="repr-element general-a6964539-283d-437c-8a91-66f13796da48 ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawSNIRF</td>
     </tr>
-    <tr class="repr-element general-b5758ee5-b88d-45e8-baba-1f89aea0c9db ">
+    <tr class="repr-element general-a6964539-283d-437c-8a91-66f13796da48 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2022-08-05 at 13:10:58 UTC</td>
     
     </tr>
-    <tr class="repr-element general-b5758ee5-b88d-45e8-baba-1f89aea0c9db ">
+    <tr class="repr-element general-a6964539-283d-437c-8a91-66f13796da48 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -282,7 +282,7 @@ the previous GLM example that contains auxiliary data.
     
     
     </tr>
-    <tr class="repr-element general-b5758ee5-b88d-45e8-baba-1f89aea0c9db ">
+    <tr class="repr-element general-a6964539-283d-437c-8a91-66f13796da48 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -297,9 +297,9 @@ the previous GLM example that contains auxiliary data.
 
 
 
-    <tr class="mne-repr-section-header acquisition-fcd80ce0-46f1-4a8d-9c95-34df292d7c55"
+    <tr class="mne-repr-section-header acquisition-313df157-0235-4682-a704-affcab543a87"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-fcd80ce0-46f1-4a8d-9c95-34df292d7c55')">
+        onclick="toggleVisibility('acquisition-313df157-0235-4682-a704-affcab543a87')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -311,7 +311,7 @@ the previous GLM example that contains auxiliary data.
     </tr>
 
 
-    <tr class="repr-element acquisition-fcd80ce0-46f1-4a8d-9c95-34df292d7c55 ">
+    <tr class="repr-element acquisition-313df157-0235-4682-a704-affcab543a87 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:33:55 (HH:MM:SS)</td>
@@ -324,14 +324,14 @@ the previous GLM example that contains auxiliary data.
 
 
 
-    <tr class="repr-element acquisition-fcd80ce0-46f1-4a8d-9c95-34df292d7c55 ">
+    <tr class="repr-element acquisition-313df157-0235-4682-a704-affcab543a87 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>0.70 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-fcd80ce0-46f1-4a8d-9c95-34df292d7c55 ">
+    <tr class="repr-element acquisition-313df157-0235-4682-a704-affcab543a87 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>1,424</td>
@@ -346,9 +346,9 @@ the previous GLM example that contains auxiliary data.
 
 
 
-    <tr class="mne-repr-section-header channels-5a230bef-3cde-43f6-81b7-f6de17a4d395"
+    <tr class="mne-repr-section-header channels-16c96054-1c53-4fe1-aa0d-9a8d6b70f415"
          title="Hide section" 
-        onclick="toggleVisibility('channels-5a230bef-3cde-43f6-81b7-f6de17a4d395')">
+        onclick="toggleVisibility('channels-16c96054-1c53-4fe1-aa0d-9a8d6b70f415')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -361,7 +361,7 @@ the previous GLM example that contains auxiliary data.
 
 
     
-    <tr class="repr-element channels-5a230bef-3cde-43f6-81b7-f6de17a4d395 ">
+    <tr class="repr-element channels-16c96054-1c53-4fe1-aa0d-9a8d6b70f415 ">
         <td class="mne-repr-section-toggle"></td>
         <td>fNIRS (CW amplitude)</td>
         <td>
@@ -374,7 +374,7 @@ the previous GLM example that contains auxiliary data.
     </tr>
 
 
-    <tr class="repr-element channels-5a230bef-3cde-43f6-81b7-f6de17a4d395 ">
+    <tr class="repr-element channels-16c96054-1c53-4fe1-aa0d-9a8d6b70f415 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -389,9 +389,9 @@ the previous GLM example that contains auxiliary data.
 
 
 
-    <tr class="mne-repr-section-header filters-8854b86c-bc6c-4313-a6ed-884d82e814b4"
+    <tr class="mne-repr-section-header filters-a0ce5904-ae18-4a26-a63d-6177c0bd2f8f"
          title="Hide section" 
-        onclick="toggleVisibility('filters-8854b86c-bc6c-4313-a6ed-884d82e814b4')">
+        onclick="toggleVisibility('filters-a0ce5904-ae18-4a26-a63d-6177c0bd2f8f')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -403,14 +403,14 @@ the previous GLM example that contains auxiliary data.
     </tr>
 
 
-    <tr class="repr-element filters-8854b86c-bc6c-4313-a6ed-884d82e814b4 ">
+    <tr class="repr-element filters-a0ce5904-ae18-4a26-a63d-6177c0bd2f8f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-8854b86c-bc6c-4313-a6ed-884d82e814b4 ">
+    <tr class="repr-element filters-a0ce5904-ae18-4a26-a63d-6177c0bd2f8f ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>0.35 Hz</td>
@@ -718,7 +718,7 @@ but this is beyond the scope of this tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.081 seconds)
+   **Total running time of the script:** (0 minutes 7.781 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_70_visualise_brain.rst.txt b/dev/_sources/auto_examples/general/plot_70_visualise_brain.rst.txt
index 342250e28..bb2a84b47 100644
--- a/dev/_sources/auto_examples/general/plot_70_visualise_brain.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_70_visualise_brain.rst.txt
@@ -684,9 +684,9 @@ Bibliography
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 37.618 seconds)
+   **Total running time of the script:** (0 minutes 38.306 seconds)
 
-**Estimated memory usage:**  465 MB
+**Estimated memory usage:**  466 MB
 
 
 .. _sphx_glr_download_auto_examples_general_plot_70_visualise_brain.py:
diff --git a/dev/_sources/auto_examples/general/plot_80_save_read_glm.rst.txt b/dev/_sources/auto_examples/general/plot_80_save_read_glm.rst.txt
index 6e6bbe35f..483e50090 100644
--- a/dev/_sources/auto_examples/general/plot_80_save_read_glm.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_80_save_read_glm.rst.txt
@@ -557,7 +557,7 @@ subjects.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.724 seconds)
+   **Total running time of the script:** (0 minutes 7.826 seconds)
 
 **Estimated memory usage:**  455 MB
 
diff --git a/dev/_sources/auto_examples/general/plot_99_bad.rst.txt b/dev/_sources/auto_examples/general/plot_99_bad.rst.txt
index ef233413e..469462adf 100644
--- a/dev/_sources/auto_examples/general/plot_99_bad.rst.txt
+++ b/dev/_sources/auto_examples/general/plot_99_bad.rst.txt
@@ -239,9 +239,9 @@ appear as if a fNIRS response is observed.
 
 
 
-    <tr class="mne-repr-section-header general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c"
+    <tr class="mne-repr-section-header general-93dc6d05-b541-4bfb-88b8-c02a92c55aca"
          title="Hide section" 
-        onclick="toggleVisibility('general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c')">
+        onclick="toggleVisibility('general-93dc6d05-b541-4bfb-88b8-c02a92c55aca')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -253,7 +253,7 @@ appear as if a fNIRS response is observed.
     </tr>
 
 
-    <tr class="repr-element general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c ">
+    <tr class="repr-element general-93dc6d05-b541-4bfb-88b8-c02a92c55aca ">
         <td class="mne-repr-section-toggle"></td>
         <td>Filename(s)</td>
         <td>
@@ -264,19 +264,19 @@ appear as if a fNIRS response is observed.
         </td>
     </tr>
 
-    <tr class="repr-element general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c ">
+    <tr class="repr-element general-93dc6d05-b541-4bfb-88b8-c02a92c55aca ">
         <td class="mne-repr-section-toggle"></td>
         <td>MNE object type</td>
         <td>RawNIRX</td>
     </tr>
-    <tr class="repr-element general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c ">
+    <tr class="repr-element general-93dc6d05-b541-4bfb-88b8-c02a92c55aca ">
         <td class="mne-repr-section-toggle"></td>
         <td>Measurement date</td>
     
         <td>2019-11-02 at 13:16:16 UTC</td>
     
     </tr>
-    <tr class="repr-element general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c ">
+    <tr class="repr-element general-93dc6d05-b541-4bfb-88b8-c02a92c55aca ">
         <td class="mne-repr-section-toggle"></td>
         <td>Participant</td>
     
@@ -285,7 +285,7 @@ appear as if a fNIRS response is observed.
     
     
     </tr>
-    <tr class="repr-element general-d04da533-a408-4a32-9d2b-66c9b5dd2b6c ">
+    <tr class="repr-element general-93dc6d05-b541-4bfb-88b8-c02a92c55aca ">
         <td class="mne-repr-section-toggle"></td>
         <td>Experimenter</td>
     
@@ -300,9 +300,9 @@ appear as if a fNIRS response is observed.
 
 
 
-    <tr class="mne-repr-section-header acquisition-e62878d8-670d-4962-bd3e-499f18b35003"
+    <tr class="mne-repr-section-header acquisition-74f018ad-c3e5-4e1d-8c8b-8b8adb3bf4fe"
          title="Hide section" 
-        onclick="toggleVisibility('acquisition-e62878d8-670d-4962-bd3e-499f18b35003')">
+        onclick="toggleVisibility('acquisition-74f018ad-c3e5-4e1d-8c8b-8b8adb3bf4fe')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -314,7 +314,7 @@ appear as if a fNIRS response is observed.
     </tr>
 
 
-    <tr class="repr-element acquisition-e62878d8-670d-4962-bd3e-499f18b35003 ">
+    <tr class="repr-element acquisition-74f018ad-c3e5-4e1d-8c8b-8b8adb3bf4fe ">
         <td class="mne-repr-section-toggle"></td>
         <td>Duration</td>
         <td>00:49:35 (HH:MM:SS)</td>
@@ -327,14 +327,14 @@ appear as if a fNIRS response is observed.
 
 
 
-    <tr class="repr-element acquisition-e62878d8-670d-4962-bd3e-499f18b35003 ">
+    <tr class="repr-element acquisition-74f018ad-c3e5-4e1d-8c8b-8b8adb3bf4fe ">
         <td class="mne-repr-section-toggle"></td>
         <td>Sampling frequency</td>
         <td>7.81 Hz</td>
     </tr>
 
 
-    <tr class="repr-element acquisition-e62878d8-670d-4962-bd3e-499f18b35003 ">
+    <tr class="repr-element acquisition-74f018ad-c3e5-4e1d-8c8b-8b8adb3bf4fe ">
         <td class="mne-repr-section-toggle"></td>
         <td>Time points</td>
         <td>23,239</td>
@@ -349,9 +349,9 @@ appear as if a fNIRS response is observed.
 
 
 
-    <tr class="mne-repr-section-header channels-5b0ec3dc-3470-4bc9-932e-fa51cc0d5583"
+    <tr class="mne-repr-section-header channels-b021ce44-be0e-4aad-9255-15f6f1016ec7"
          title="Hide section" 
-        onclick="toggleVisibility('channels-5b0ec3dc-3470-4bc9-932e-fa51cc0d5583')">
+        onclick="toggleVisibility('channels-b021ce44-be0e-4aad-9255-15f6f1016ec7')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -364,7 +364,7 @@ appear as if a fNIRS response is observed.
 
 
     
-    <tr class="repr-element channels-5b0ec3dc-3470-4bc9-932e-fa51cc0d5583 ">
+    <tr class="repr-element channels-b021ce44-be0e-4aad-9255-15f6f1016ec7 ">
         <td class="mne-repr-section-toggle"></td>
         <td>fNIRS (CW amplitude)</td>
         <td>
@@ -377,7 +377,7 @@ appear as if a fNIRS response is observed.
     </tr>
 
 
-    <tr class="repr-element channels-5b0ec3dc-3470-4bc9-932e-fa51cc0d5583 ">
+    <tr class="repr-element channels-b021ce44-be0e-4aad-9255-15f6f1016ec7 ">
         <td class="mne-repr-section-toggle"></td>
         <td>Head & sensor digitization</td>
     
@@ -392,9 +392,9 @@ appear as if a fNIRS response is observed.
 
 
 
-    <tr class="mne-repr-section-header filters-c2d36a26-d57f-40a0-a530-90f7c589632d"
+    <tr class="mne-repr-section-header filters-cb49b06f-a3f0-4d6f-ac41-620ab91d60fe"
          title="Hide section" 
-        onclick="toggleVisibility('filters-c2d36a26-d57f-40a0-a530-90f7c589632d')">
+        onclick="toggleVisibility('filters-cb49b06f-a3f0-4d6f-ac41-620ab91d60fe')">
         <th class="mne-repr-section-toggle">
             <button >
                 <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -406,14 +406,14 @@ appear as if a fNIRS response is observed.
     </tr>
 
 
-    <tr class="repr-element filters-c2d36a26-d57f-40a0-a530-90f7c589632d ">
+    <tr class="repr-element filters-cb49b06f-a3f0-4d6f-ac41-620ab91d60fe ">
         <td class="mne-repr-section-toggle"></td>
         <td>Highpass</td>
         <td>0.00 Hz</td>
     </tr>
 
 
-    <tr class="repr-element filters-c2d36a26-d57f-40a0-a530-90f7c589632d ">
+    <tr class="repr-element filters-cb49b06f-a3f0-4d6f-ac41-620ab91d60fe ">
         <td class="mne-repr-section-toggle"></td>
         <td>Lowpass</td>
         <td>3.91 Hz</td>
@@ -464,7 +464,7 @@ To achieve this we pick all the channels that are not considered to be short.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838d672e0>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696edc6e60>
 
 
 
@@ -498,7 +498,7 @@ The raw intensity values are then converted to optical density.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838cd0280>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f69c04e9990>
 
 
 
@@ -533,7 +533,7 @@ the modified Beer-Lambert law.
  .. code-block:: none
 
 
-    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0954c45360>
+    <mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f69c04eb2e0>
 
 
 
@@ -805,7 +805,7 @@ approach, and the benefits of the GLM style of analysis
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 12.824 seconds)
+   **Total running time of the script:** (0 minutes 11.963 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/general/sg_execution_times.rst.txt b/dev/_sources/auto_examples/general/sg_execution_times.rst.txt
index e72caab57..806091bf0 100644
--- a/dev/_sources/auto_examples/general/sg_execution_times.rst.txt
+++ b/dev/_sources/auto_examples/general/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**05:35.393** total execution time for 21 files **from auto_examples/general**:
+**05:21.680** total execution time for 21 files **from auto_examples/general**:
 
 .. container::
 
@@ -33,65 +33,65 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_general_plot_70_visualise_brain.py` (``plot_70_visualise_brain.py``)
-     - 00:37.618
-     - 464.9
-   * - :ref:`sphx_glr_auto_examples_general_plot_06_gowerlabs.py` (``plot_06_gowerlabs.py``)
-     - 00:35.794
-     - 585.0
+     - 00:38.306
+     - 465.9
    * - :ref:`sphx_glr_auto_examples_general_plot_22_quality.py` (``plot_22_quality.py``)
-     - 00:33.316
-     - 448.4
+     - 00:29.652
+     - 448.3
+   * - :ref:`sphx_glr_auto_examples_general_plot_12_group_glm.py` (``plot_12_group_glm.py``)
+     - 00:28.287
+     - 857.2
    * - :ref:`sphx_glr_auto_examples_general_plot_30_frequency.py` (``plot_30_frequency.py``)
-     - 00:29.395
+     - 00:28.267
      - 447.7
-   * - :ref:`sphx_glr_auto_examples_general_plot_12_group_glm.py` (``plot_12_group_glm.py``)
-     - 00:27.373
-     - 856.1
+   * - :ref:`sphx_glr_auto_examples_general_plot_06_gowerlabs.py` (``plot_06_gowerlabs.py``)
+     - 00:26.510
+     - 608.3
    * - :ref:`sphx_glr_auto_examples_general_plot_15_waveform.py` (``plot_15_waveform.py``)
-     - 00:24.461
-     - 456.5
+     - 00:25.829
+     - 462.6
    * - :ref:`sphx_glr_auto_examples_general_plot_13_fir_glm.py` (``plot_13_fir_glm.py``)
-     - 00:22.517
+     - 00:25.079
      - 449.3
    * - :ref:`sphx_glr_auto_examples_general_plot_11_hrf_measured.py` (``plot_11_hrf_measured.py``)
-     - 00:18.638
-     - 691.9
+     - 00:17.751
+     - 695.8
    * - :ref:`sphx_glr_auto_examples_general_plot_14_glm_components.py` (``plot_14_glm_components.py``)
-     - 00:15.446
+     - 00:14.456
      - 447.7
    * - :ref:`sphx_glr_auto_examples_general_plot_99_bad.py` (``plot_99_bad.py``)
-     - 00:12.824
-     - 448.4
-   * - :ref:`sphx_glr_auto_examples_general_plot_01_data_io.py` (``plot_01_data_io.py``)
-     - 00:11.813
-     - 909.0
+     - 00:11.963
+     - 448.3
    * - :ref:`sphx_glr_auto_examples_general_plot_16_waveform_group.py` (``plot_16_waveform_group.py``)
-     - 00:10.182
+     - 00:11.100
      - 447.7
-   * - :ref:`sphx_glr_auto_examples_general_plot_10_hrf_simulation.py` (``plot_10_hrf_simulation.py``)
-     - 00:08.102
-     - 449.7
-   * - :ref:`sphx_glr_auto_examples_general_plot_21_artifacts.py` (``plot_21_artifacts.py``)
-     - 00:07.794
-     - 448.4
+   * - :ref:`sphx_glr_auto_examples_general_plot_01_data_io.py` (``plot_01_data_io.py``)
+     - 00:08.857
+     - 913.3
    * - :ref:`sphx_glr_auto_examples_general_plot_80_save_read_glm.py` (``plot_80_save_read_glm.py``)
-     - 00:07.724
-     - 454.9
-   * - :ref:`sphx_glr_auto_examples_general_plot_19_snirf.py` (``plot_19_snirf.py``)
-     - 00:07.715
-     - 448.4
+     - 00:07.826
+     - 454.6
    * - :ref:`sphx_glr_auto_examples_general_plot_60_aux_data.py` (``plot_60_aux_data.py``)
-     - 00:07.081
+     - 00:07.781
      - 447.8
+   * - :ref:`sphx_glr_auto_examples_general_plot_19_snirf.py` (``plot_19_snirf.py``)
+     - 00:07.601
+     - 448.4
+   * - :ref:`sphx_glr_auto_examples_general_plot_21_artifacts.py` (``plot_21_artifacts.py``)
+     - 00:07.427
+     - 448.4
    * - :ref:`sphx_glr_auto_examples_general_plot_50_decoding.py` (``plot_50_decoding.py``)
-     - 00:05.922
+     - 00:06.928
      - 448.1
+   * - :ref:`sphx_glr_auto_examples_general_plot_10_hrf_simulation.py` (``plot_10_hrf_simulation.py``)
+     - 00:06.795
+     - 450.1
    * - :ref:`sphx_glr_auto_examples_general_plot_20_enhance.py` (``plot_20_enhance.py``)
-     - 00:05.465
-     - 447.8
+     - 00:04.925
+     - 447.7
    * - :ref:`sphx_glr_auto_examples_general_plot_40_mayer.py` (``plot_40_mayer.py``)
-     - 00:03.969
+     - 00:04.697
      - 447.7
    * - :ref:`sphx_glr_auto_examples_general_plot_05_datasets.py` (``plot_05_datasets.py``)
-     - 00:02.242
-     - 448.7
+     - 00:01.643
+     - 448.6
diff --git a/dev/_sources/auto_examples/migration/plot_01_homer.rst.txt b/dev/_sources/auto_examples/migration/plot_01_homer.rst.txt
index 979b839d0..c5f47066d 100644
--- a/dev/_sources/auto_examples/migration/plot_01_homer.rst.txt
+++ b/dev/_sources/auto_examples/migration/plot_01_homer.rst.txt
@@ -182,7 +182,7 @@ https://github.com/mne-tools/mne-nirs/issues
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.124 seconds)
+   **Total running time of the script:** (0 minutes 2.668 seconds)
 
 **Estimated memory usage:**  448 MB
 
diff --git a/dev/_sources/auto_examples/migration/sg_execution_times.rst.txt b/dev/_sources/auto_examples/migration/sg_execution_times.rst.txt
index 2ac6aee71..3183fddcc 100644
--- a/dev/_sources/auto_examples/migration/sg_execution_times.rst.txt
+++ b/dev/_sources/auto_examples/migration/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:03.124** total execution time for 2 files **from auto_examples/migration**:
+**00:02.668** total execution time for 2 files **from auto_examples/migration**:
 
 .. container::
 
@@ -33,7 +33,7 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_migration_plot_01_homer.py` (``plot_01_homer.py``)
-     - 00:03.124
+     - 00:02.668
      - 447.7
    * - :ref:`sphx_glr_auto_examples_migration_plot_02_nirstoolbox.py` (``plot_02_nirstoolbox.py``)
      - 00:00.000
diff --git a/dev/_sources/sg_execution_times.rst.txt b/dev/_sources/sg_execution_times.rst.txt
index d4cce0c61..927e18f18 100644
--- a/dev/_sources/sg_execution_times.rst.txt
+++ b/dev/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**05:38.517** total execution time for 23 files **from all galleries**:
+**05:24.348** total execution time for 23 files **from all galleries**:
 
 .. container::
 
@@ -33,71 +33,71 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_general_plot_70_visualise_brain.py` (``../examples/general/plot_70_visualise_brain.py``)
-     - 00:37.618
-     - 464.9
-   * - :ref:`sphx_glr_auto_examples_general_plot_06_gowerlabs.py` (``../examples/general/plot_06_gowerlabs.py``)
-     - 00:35.794
-     - 585.0
+     - 00:38.306
+     - 465.9
    * - :ref:`sphx_glr_auto_examples_general_plot_22_quality.py` (``../examples/general/plot_22_quality.py``)
-     - 00:33.316
-     - 448.4
+     - 00:29.652
+     - 448.3
+   * - :ref:`sphx_glr_auto_examples_general_plot_12_group_glm.py` (``../examples/general/plot_12_group_glm.py``)
+     - 00:28.287
+     - 857.2
    * - :ref:`sphx_glr_auto_examples_general_plot_30_frequency.py` (``../examples/general/plot_30_frequency.py``)
-     - 00:29.395
+     - 00:28.267
      - 447.7
-   * - :ref:`sphx_glr_auto_examples_general_plot_12_group_glm.py` (``../examples/general/plot_12_group_glm.py``)
-     - 00:27.373
-     - 856.1
+   * - :ref:`sphx_glr_auto_examples_general_plot_06_gowerlabs.py` (``../examples/general/plot_06_gowerlabs.py``)
+     - 00:26.510
+     - 608.3
    * - :ref:`sphx_glr_auto_examples_general_plot_15_waveform.py` (``../examples/general/plot_15_waveform.py``)
-     - 00:24.461
-     - 456.5
+     - 00:25.829
+     - 462.6
    * - :ref:`sphx_glr_auto_examples_general_plot_13_fir_glm.py` (``../examples/general/plot_13_fir_glm.py``)
-     - 00:22.517
+     - 00:25.079
      - 449.3
    * - :ref:`sphx_glr_auto_examples_general_plot_11_hrf_measured.py` (``../examples/general/plot_11_hrf_measured.py``)
-     - 00:18.638
-     - 691.9
+     - 00:17.751
+     - 695.8
    * - :ref:`sphx_glr_auto_examples_general_plot_14_glm_components.py` (``../examples/general/plot_14_glm_components.py``)
-     - 00:15.446
+     - 00:14.456
      - 447.7
    * - :ref:`sphx_glr_auto_examples_general_plot_99_bad.py` (``../examples/general/plot_99_bad.py``)
-     - 00:12.824
-     - 448.4
-   * - :ref:`sphx_glr_auto_examples_general_plot_01_data_io.py` (``../examples/general/plot_01_data_io.py``)
-     - 00:11.813
-     - 909.0
+     - 00:11.963
+     - 448.3
    * - :ref:`sphx_glr_auto_examples_general_plot_16_waveform_group.py` (``../examples/general/plot_16_waveform_group.py``)
-     - 00:10.182
+     - 00:11.100
      - 447.7
-   * - :ref:`sphx_glr_auto_examples_general_plot_10_hrf_simulation.py` (``../examples/general/plot_10_hrf_simulation.py``)
-     - 00:08.102
-     - 449.7
-   * - :ref:`sphx_glr_auto_examples_general_plot_21_artifacts.py` (``../examples/general/plot_21_artifacts.py``)
-     - 00:07.794
-     - 448.4
+   * - :ref:`sphx_glr_auto_examples_general_plot_01_data_io.py` (``../examples/general/plot_01_data_io.py``)
+     - 00:08.857
+     - 913.3
    * - :ref:`sphx_glr_auto_examples_general_plot_80_save_read_glm.py` (``../examples/general/plot_80_save_read_glm.py``)
-     - 00:07.724
-     - 454.9
-   * - :ref:`sphx_glr_auto_examples_general_plot_19_snirf.py` (``../examples/general/plot_19_snirf.py``)
-     - 00:07.715
-     - 448.4
+     - 00:07.826
+     - 454.6
    * - :ref:`sphx_glr_auto_examples_general_plot_60_aux_data.py` (``../examples/general/plot_60_aux_data.py``)
-     - 00:07.081
+     - 00:07.781
      - 447.8
+   * - :ref:`sphx_glr_auto_examples_general_plot_19_snirf.py` (``../examples/general/plot_19_snirf.py``)
+     - 00:07.601
+     - 448.4
+   * - :ref:`sphx_glr_auto_examples_general_plot_21_artifacts.py` (``../examples/general/plot_21_artifacts.py``)
+     - 00:07.427
+     - 448.4
    * - :ref:`sphx_glr_auto_examples_general_plot_50_decoding.py` (``../examples/general/plot_50_decoding.py``)
-     - 00:05.922
+     - 00:06.928
      - 448.1
+   * - :ref:`sphx_glr_auto_examples_general_plot_10_hrf_simulation.py` (``../examples/general/plot_10_hrf_simulation.py``)
+     - 00:06.795
+     - 450.1
    * - :ref:`sphx_glr_auto_examples_general_plot_20_enhance.py` (``../examples/general/plot_20_enhance.py``)
-     - 00:05.465
-     - 447.8
+     - 00:04.925
+     - 447.7
    * - :ref:`sphx_glr_auto_examples_general_plot_40_mayer.py` (``../examples/general/plot_40_mayer.py``)
-     - 00:03.969
+     - 00:04.697
      - 447.7
    * - :ref:`sphx_glr_auto_examples_migration_plot_01_homer.py` (``../examples/migration/plot_01_homer.py``)
-     - 00:03.124
+     - 00:02.668
      - 447.7
    * - :ref:`sphx_glr_auto_examples_general_plot_05_datasets.py` (``../examples/general/plot_05_datasets.py``)
-     - 00:02.242
-     - 448.7
+     - 00:01.643
+     - 448.6
    * - :ref:`sphx_glr_auto_examples_migration_plot_02_nirstoolbox.py` (``../examples/migration/plot_02_nirstoolbox.py``)
      - 00:00.000
      - 447.7
diff --git a/dev/_static/documentation_options.js b/dev/_static/documentation_options.js
index ff39555c2..f0df625c7 100644
--- a/dev/_static/documentation_options.js
+++ b/dev/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '0.8.0.dev26+g7bafe02',
+    VERSION: '0.8.0.dev27+g85c2daa',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/dev/api.html b/dev/api.html
index 95d4927d1..ba031c892 100644
--- a/dev/api.html
+++ b/dev/api.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>API &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>API &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="_static/documentation_options.js?v=09015f6f"></script>
+    <script src="_static/documentation_options.js?v=7ad14353"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -913,7 +913,7 @@ <h2>Datasets<a class="headerlink" href="#datasets" title="Link to this heading">
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/index.html b/dev/auto_examples/general/index.html
index 983978911..2f7980b8f 100644
--- a/dev/auto_examples/general/index.html
+++ b/dev/auto_examples/general/index.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Analysis examples &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Analysis examples &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -574,7 +574,7 @@
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_01_data_io.html b/dev/auto_examples/general/plot_01_data_io.html
index 27081a2f2..1fb103411 100644
--- a/dev/auto_examples/general/plot_01_data_io.html
+++ b/dev/auto_examples/general/plot_01_data_io.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Importing Data From fNIRS Devices &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Importing Data From fNIRS Devices &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -728,8 +728,8 @@ <h4>Applying standard sensor locations to imported data<a class="headerlink" hre
 Channel types:: hbo: 8, hbr: 8
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 11.813 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  909 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 8.857 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  913 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-01-data-io-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/mne-tools/mne-nirs/gh-pages?filepath=stable/notebooks/auto_examples/general/plot_01_data_io.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" style="width: 150px;" />
@@ -862,7 +862,7 @@ <h4>Applying standard sensor locations to imported data<a class="headerlink" hre
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_05_datasets.html b/dev/auto_examples/general/plot_05_datasets.html
index 802f9308f..c27baa5f4 100644
--- a/dev/auto_examples/general/plot_05_datasets.html
+++ b/dev/auto_examples/general/plot_05_datasets.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Example Datasets &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Example Datasets &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -864,7 +864,7 @@ <h3>Bibliography<a class="headerlink" href="#bibliography" title="Link to this h
 </aside>
 </aside>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.242 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 1.643 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  449 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-05-datasets-py">
 <div class="binder-badge docutils container">
@@ -980,7 +980,7 @@ <h3>Bibliography<a class="headerlink" href="#bibliography" title="Link to this h
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_06_gowerlabs.html b/dev/auto_examples/general/plot_06_gowerlabs.html
index d7f2866ec..2021312f5 100644
--- a/dev/auto_examples/general/plot_06_gowerlabs.html
+++ b/dev/auto_examples/general/plot_06_gowerlabs.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Read Gowerlabs LUMO data &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Read Gowerlabs LUMO data &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -647,9 +647,9 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 
-<tr class="mne-repr-section-header general-faa03f24-84b0-4160-a476-cd45893b7089"
+<tr class="mne-repr-section-header general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6"
      title="Hide section"
-    onclick="toggleVisibility('general-faa03f24-84b0-4160-a476-cd45893b7089')">
+    onclick="toggleVisibility('general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6')">
     <th class="mne-repr-section-toggle">
         <button >
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@@ -661,7 +661,7 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 </tr>
 
 
-<tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+<tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Filename(s)</td>
     <td>
@@ -672,19 +672,19 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
     </td>
 </tr>
 
-<tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+<tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
     <td class="mne-repr-section-toggle"></td>
     <td>MNE object type</td>
     <td>RawSNIRF</td>
 </tr>
-<tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+<tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Measurement date</td>
 
     <td>2000-01-01 at 00:00:00 UTC</td>
 
 </tr>
-<tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+<tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Participant</td>
 
@@ -693,7 +693,7 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 </tr>
-<tr class="repr-element general-faa03f24-84b0-4160-a476-cd45893b7089 ">
+<tr class="repr-element general-9edf2e97-655e-4d6c-9bbc-ed591f3176f6 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Experimenter</td>
 
@@ -708,9 +708,9 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 
-<tr class="mne-repr-section-header acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df"
+<tr class="mne-repr-section-header acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f"
      title="Hide section"
-    onclick="toggleVisibility('acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df')">
+    onclick="toggleVisibility('acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -722,7 +722,7 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 </tr>
 
 
-<tr class="repr-element acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df ">
+<tr class="repr-element acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f ">
     <td class="mne-repr-section-toggle"></td>
     <td>Duration</td>
     <td>00:00:28 (HH:MM:SS)</td>
@@ -735,14 +735,14 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 
-<tr class="repr-element acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df ">
+<tr class="repr-element acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f ">
     <td class="mne-repr-section-toggle"></td>
     <td>Sampling frequency</td>
     <td>10.00 Hz</td>
 </tr>
 
 
-<tr class="repr-element acquisition-4ac93359-bcdb-4d31-82b8-4c61451448df ">
+<tr class="repr-element acquisition-e7ec4e51-b61e-4f88-b1f7-852926e9a92f ">
     <td class="mne-repr-section-toggle"></td>
     <td>Time points</td>
     <td>274</td>
@@ -757,9 +757,9 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 
-<tr class="mne-repr-section-header channels-02ca605d-7103-4517-88e1-3f7e1a2909cd"
+<tr class="mne-repr-section-header channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51"
      title="Hide section"
-    onclick="toggleVisibility('channels-02ca605d-7103-4517-88e1-3f7e1a2909cd')">
+    onclick="toggleVisibility('channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -772,7 +772,7 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 
-<tr class="repr-element channels-02ca605d-7103-4517-88e1-3f7e1a2909cd ">
+<tr class="repr-element channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51 ">
     <td class="mne-repr-section-toggle"></td>
     <td>fNIRS (CW amplitude)</td>
     <td>
@@ -785,7 +785,7 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 </tr>
 
 
-<tr class="repr-element channels-02ca605d-7103-4517-88e1-3f7e1a2909cd ">
+<tr class="repr-element channels-82cc87a7-4b35-410c-b9a0-ce3f19133f51 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Head & sensor digitization</td>
 
@@ -800,9 +800,9 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 
 
 
-<tr class="mne-repr-section-header filters-82097b07-1b91-4390-a100-f680f51c6d89"
+<tr class="mne-repr-section-header filters-f3ab88a8-7721-4449-9a2a-c8f981b59349"
      title="Hide section"
-    onclick="toggleVisibility('filters-82097b07-1b91-4390-a100-f680f51c6d89')">
+    onclick="toggleVisibility('filters-f3ab88a8-7721-4449-9a2a-c8f981b59349')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -814,14 +814,14 @@ <h2>Import Gowerlabs Example File<a class="headerlink" href="#import-gowerlabs-e
 </tr>
 
 
-<tr class="repr-element filters-82097b07-1b91-4390-a100-f680f51c6d89 ">
+<tr class="repr-element filters-f3ab88a8-7721-4449-9a2a-c8f981b59349 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Highpass</td>
     <td>0.00 Hz</td>
 </tr>
 
 
-<tr class="repr-element filters-82097b07-1b91-4390-a100-f680f51c6d89 ">
+<tr class="repr-element filters-f3ab88a8-7721-4449-9a2a-c8f981b59349 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Lowpass</td>
     <td>5.00 Hz</td>
@@ -839,7 +839,7 @@ <h2>Visualise Data<a class="headerlink" href="#visualise-data" title="Link to th
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="n">raw</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">duration</span><span class="o">=</span><span class="mi">60</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_06_gowerlabs_001.png" srcset="../../_images/sphx_glr_plot_06_gowerlabs_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838c02e60&gt;
+<img src="../../_images/sphx_glr_plot_06_gowerlabs_001.png" srcset="../../_images/sphx_glr_plot_06_gowerlabs_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f6950426d40&gt;
 </pre></div>
 </div>
 <p>We observe valid data in each channel, and note that the file includes a
@@ -1239,9 +1239,9 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 
-<tr class="mne-repr-section-header general-779897f2-9077-4079-8ed5-44863011b361"
+<tr class="mne-repr-section-header general-2c8e6776-562a-463a-bfe9-c6c59fffd781"
      title="Hide section"
-    onclick="toggleVisibility('general-779897f2-9077-4079-8ed5-44863011b361')">
+    onclick="toggleVisibility('general-2c8e6776-562a-463a-bfe9-c6c59fffd781')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1253,7 +1253,7 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 </tr>
 
 
-<tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+<tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Filename(s)</td>
     <td>
@@ -1264,19 +1264,19 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
     </td>
 </tr>
 
-<tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+<tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
     <td class="mne-repr-section-toggle"></td>
     <td>MNE object type</td>
     <td>RawSNIRF</td>
 </tr>
-<tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+<tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Measurement date</td>
 
     <td>2000-01-01 at 00:00:00 UTC</td>
 
 </tr>
-<tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+<tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Participant</td>
 
@@ -1285,7 +1285,7 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 </tr>
-<tr class="repr-element general-779897f2-9077-4079-8ed5-44863011b361 ">
+<tr class="repr-element general-2c8e6776-562a-463a-bfe9-c6c59fffd781 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Experimenter</td>
 
@@ -1300,9 +1300,9 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 
-<tr class="mne-repr-section-header acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1"
+<tr class="mne-repr-section-header acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54"
      title="Hide section"
-    onclick="toggleVisibility('acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1')">
+    onclick="toggleVisibility('acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1314,7 +1314,7 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 </tr>
 
 
-<tr class="repr-element acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1 ">
+<tr class="repr-element acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Duration</td>
     <td>00:00:28 (HH:MM:SS)</td>
@@ -1327,14 +1327,14 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 
-<tr class="repr-element acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1 ">
+<tr class="repr-element acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Sampling frequency</td>
     <td>10.00 Hz</td>
 </tr>
 
 
-<tr class="repr-element acquisition-d5ae1002-955e-470c-ab3a-90f1b3e4f8f1 ">
+<tr class="repr-element acquisition-2630f1b6-1201-4bb9-976f-ad96e4a28c54 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Time points</td>
     <td>274</td>
@@ -1349,9 +1349,9 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 
-<tr class="mne-repr-section-header channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff"
+<tr class="mne-repr-section-header channels-cb84f379-bb72-4731-a15b-c19e5473a4dc"
      title="Hide section"
-    onclick="toggleVisibility('channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff')">
+    onclick="toggleVisibility('channels-cb84f379-bb72-4731-a15b-c19e5473a4dc')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1364,7 +1364,7 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 
-<tr class="repr-element channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff ">
+<tr class="repr-element channels-cb84f379-bb72-4731-a15b-c19e5473a4dc ">
     <td class="mne-repr-section-toggle"></td>
     <td>fNIRS (CW amplitude)</td>
     <td>
@@ -1377,7 +1377,7 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 </tr>
 
 
-<tr class="repr-element channels-76c6d8d0-71c2-4ea4-a84c-5ddfe54936ff ">
+<tr class="repr-element channels-cb84f379-bb72-4731-a15b-c19e5473a4dc ">
     <td class="mne-repr-section-toggle"></td>
     <td>Head & sensor digitization</td>
 
@@ -1392,9 +1392,9 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 
 
 
-<tr class="mne-repr-section-header filters-ec12f9fc-b60b-4c60-830b-b26442915579"
+<tr class="mne-repr-section-header filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee"
      title="Hide section"
-    onclick="toggleVisibility('filters-ec12f9fc-b60b-4c60-830b-b26442915579')">
+    onclick="toggleVisibility('filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -1406,14 +1406,14 @@ <h2>Apply Transformation to Raw Object<a class="headerlink" href="#apply-transfo
 </tr>
 
 
-<tr class="repr-element filters-ec12f9fc-b60b-4c60-830b-b26442915579 ">
+<tr class="repr-element filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee ">
     <td class="mne-repr-section-toggle"></td>
     <td>Highpass</td>
     <td>0.00 Hz</td>
 </tr>
 
 
-<tr class="repr-element filters-ec12f9fc-b60b-4c60-830b-b26442915579 ">
+<tr class="repr-element filters-0e8c3fa2-3dd7-4c0a-a68b-f44bb8c52dee ">
     <td class="mne-repr-section-toggle"></td>
     <td>Lowpass</td>
     <td>5.00 Hz</td>
@@ -1451,8 +1451,8 @@ <h2>Next Steps<a class="headerlink" href="#next-steps" title="Link to this headi
 <p class="admonition-title">Note</p>
 <p>HD-DOT specific tutorials are currently under development.</p>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 35.794 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  585 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 26.510 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  608 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-06-gowerlabs-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/mne-tools/mne-nirs/gh-pages?filepath=stable/notebooks/auto_examples/general/plot_06_gowerlabs.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" style="width: 150px;" />
@@ -1566,7 +1566,7 @@ <h2>Next Steps<a class="headerlink" href="#next-steps" title="Link to this headi
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_10_hrf_simulation.html b/dev/auto_examples/general/plot_10_hrf_simulation.html
index f6583e865..a017c9fc6 100644
--- a/dev/auto_examples/general/plot_10_hrf_simulation.html
+++ b/dev/auto_examples/general/plot_10_hrf_simulation.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>GLM Analysis (Simulated) &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>GLM Analysis (Simulated) &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -472,7 +472,7 @@ <h2>Simulate noise free NIRS data<a class="headerlink" href="#simulate-noise-fre
 <a href="https://mne.tools/stable/generated/mne.io.RawArray.html#mne.io.RawArray.plot" title="mne.io.RawArray.plot" class="sphx-glr-backref-module-mne-io sphx-glr-backref-type-py-method"><span class="n">raw</span><span class="o">.</span><span class="n">plot</span></a><span class="p">(</span><span class="n">duration</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_10_hrf_simulation_001.png" srcset="../../_images/sphx_glr_plot_10_hrf_simulation_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f099a5f60e0&gt;
+<img src="../../_images/sphx_glr_plot_10_hrf_simulation_001.png" srcset="../../_images/sphx_glr_plot_10_hrf_simulation_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696f69e0e0&gt;
 </pre></div>
 </div>
 </section>
@@ -668,7 +668,7 @@ <h2>Conclusion?<a class="headerlink" href="#conclusion" title="Link to this head
 error decreased.
 We also observed in this idealised example that including an appropriate
 model of the noise can improve the accuracy of the response estimate.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 8.102 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 6.795 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  450 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-10-hrf-simulation-py">
 <div class="binder-badge docutils container">
@@ -785,7 +785,7 @@ <h2>Conclusion?<a class="headerlink" href="#conclusion" title="Link to this head
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/auto_examples/general/plot_11_hrf_measured.html b/dev/auto_examples/general/plot_11_hrf_measured.html
index 794728aef..fe9cc3100 100644
--- a/dev/auto_examples/general/plot_11_hrf_measured.html
+++ b/dev/auto_examples/general/plot_11_hrf_measured.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>GLM Analysis (Measured) &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>GLM Analysis (Measured) &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -646,9 +646,9 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 
-<tr class="mne-repr-section-header general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0"
+<tr class="mne-repr-section-header general-684adada-3d6e-44b5-85ca-8663cc8dc7c3"
      title="Hide section"
-    onclick="toggleVisibility('general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0')">
+    onclick="toggleVisibility('general-684adada-3d6e-44b5-85ca-8663cc8dc7c3')">
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@@ -660,7 +660,7 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 </tr>
 
 
-<tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+<tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Filename(s)</td>
     <td>
@@ -671,19 +671,19 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
     </td>
 </tr>
 
-<tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+<tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
     <td class="mne-repr-section-toggle"></td>
     <td>MNE object type</td>
     <td>RawNIRX</td>
 </tr>
-<tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+<tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
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     <td>Measurement date</td>
 
     <td>2019-11-02 at 13:16:16 UTC</td>
 
 </tr>
-<tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+<tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Participant</td>
 
@@ -692,7 +692,7 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 </tr>
-<tr class="repr-element general-222fc173-dd92-4ca2-b258-c4c1eaeadfa0 ">
+<tr class="repr-element general-684adada-3d6e-44b5-85ca-8663cc8dc7c3 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Experimenter</td>
 
@@ -707,9 +707,9 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 
-<tr class="mne-repr-section-header acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd"
+<tr class="mne-repr-section-header acquisition-343475ba-c195-4032-ab4d-33dae105fd86"
      title="Hide section"
-    onclick="toggleVisibility('acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd')">
+    onclick="toggleVisibility('acquisition-343475ba-c195-4032-ab4d-33dae105fd86')">
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         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -721,7 +721,7 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 </tr>
 
 
-<tr class="repr-element acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd ">
+<tr class="repr-element acquisition-343475ba-c195-4032-ab4d-33dae105fd86 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Duration</td>
     <td>00:49:35 (HH:MM:SS)</td>
@@ -734,14 +734,14 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 
-<tr class="repr-element acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd ">
+<tr class="repr-element acquisition-343475ba-c195-4032-ab4d-33dae105fd86 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Sampling frequency</td>
     <td>0.70 Hz</td>
 </tr>
 
 
-<tr class="repr-element acquisition-19481a2d-36ac-4f0c-9b45-93dd536861bd ">
+<tr class="repr-element acquisition-343475ba-c195-4032-ab4d-33dae105fd86 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Time points</td>
     <td>2,082</td>
@@ -756,9 +756,9 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 
-<tr class="mne-repr-section-header channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8"
+<tr class="mne-repr-section-header channels-c5361938-b241-45d7-aa7d-14b93b697b81"
      title="Hide section"
-    onclick="toggleVisibility('channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8')">
+    onclick="toggleVisibility('channels-c5361938-b241-45d7-aa7d-14b93b697b81')">
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         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -771,7 +771,7 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 
-<tr class="repr-element channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8 ">
+<tr class="repr-element channels-c5361938-b241-45d7-aa7d-14b93b697b81 ">
     <td class="mne-repr-section-toggle"></td>
     <td>fNIRS (CW amplitude)</td>
     <td>
@@ -784,7 +784,7 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 </tr>
 
 
-<tr class="repr-element channels-bdf9c719-0ada-4b0e-a31f-4388480d79f8 ">
+<tr class="repr-element channels-c5361938-b241-45d7-aa7d-14b93b697b81 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Head & sensor digitization</td>
 
@@ -799,9 +799,9 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 
 
 
-<tr class="mne-repr-section-header filters-bea15963-5863-4d31-b700-042beee493e0"
+<tr class="mne-repr-section-header filters-22b6c5ac-e749-4e93-913a-22b1729ff13c"
      title="Hide section"
-    onclick="toggleVisibility('filters-bea15963-5863-4d31-b700-042beee493e0')">
+    onclick="toggleVisibility('filters-22b6c5ac-e749-4e93-913a-22b1729ff13c')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -813,14 +813,14 @@ <h2>Import raw NIRS data<a class="headerlink" href="#import-raw-nirs-data" title
 </tr>
 
 
-<tr class="repr-element filters-bea15963-5863-4d31-b700-042beee493e0 ">
+<tr class="repr-element filters-22b6c5ac-e749-4e93-913a-22b1729ff13c ">
     <td class="mne-repr-section-toggle"></td>
     <td>Highpass</td>
     <td>0.00 Hz</td>
 </tr>
 
 
-<tr class="repr-element filters-bea15963-5863-4d31-b700-042beee493e0 ">
+<tr class="repr-element filters-22b6c5ac-e749-4e93-913a-22b1729ff13c ">
     <td class="mne-repr-section-toggle"></td>
     <td>Lowpass</td>
     <td>0.35 Hz</td>
@@ -1303,7 +1303,7 @@ <h2>Fit GLM to all data and view topographic distribution<a class="headerlink" h
 <span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_11_hrf_measured_008.png" srcset="../../_images/sphx_glr_plot_11_hrf_measured_008.png" alt="plot 11 hrf measured" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne.viz._brain._brain.Brain object at 0x7f09551cccd0&gt;
+<img src="../../_images/sphx_glr_plot_11_hrf_measured_008.png" srcset="../../_images/sphx_glr_plot_11_hrf_measured_008.png" alt="plot 11 hrf measured" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne.viz._brain._brain.Brain object at 0x7f696f435450&gt;
 </pre></div>
 </div>
 </section>
@@ -1729,8 +1729,8 @@ <h2>Determine true and false positive rates<a class="headerlink" href="#determin
 </div>
 </div>
 <br />
-<br /><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 18.638 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  692 MB</p>
+<br /><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 17.751 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  696 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-11-hrf-measured-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/mne-tools/mne-nirs/gh-pages?filepath=stable/notebooks/auto_examples/general/plot_11_hrf_measured.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" style="width: 150px;" />
@@ -1850,7 +1850,7 @@ <h2>Determine true and false positive rates<a class="headerlink" href="#determin
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_12_group_glm.html b/dev/auto_examples/general/plot_12_group_glm.html
index f7cb3d63e..cd3357993 100644
--- a/dev/auto_examples/general/plot_12_group_glm.html
+++ b/dev/auto_examples/general/plot_12_group_glm.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Group Level GLM Analysis &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Group Level GLM Analysis &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -714,7 +714,7 @@ <h2>Visualise Individual results<a class="headerlink" href="#visualise-individua
 <span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_12_group_glm_001.png" srcset="../../_images/sphx_glr_plot_12_group_glm_001.png" alt="ID = 01, ID = 02, ID = 03, ID = 04, ID = 05" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.FacetGrid object at 0x7f0954f45810&gt;
+<img src="../../_images/sphx_glr_plot_12_group_glm_001.png" srcset="../../_images/sphx_glr_plot_12_group_glm_001.png" alt="ID = 01, ID = 02, ID = 03, ID = 04, ID = 05" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.FacetGrid object at 0x7f696f39f970&gt;
 </pre></div>
 </div>
 </section>
@@ -930,7 +930,7 @@ <h2>Visualise group results<a class="headerlink" href="#visualise-group-results"
 <img src="../../_images/sphx_glr_plot_12_group_glm_002.png" srcset="../../_images/sphx_glr_plot_12_group_glm_002.png" alt="plot 12 group glm" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>/home/circleci/python_env/lib/python3.10/site-packages/statsmodels/regression/mixed_linear_model.py:2237: ConvergenceWarning: The MLE may be on the boundary of the parameter space.
   warnings.warn(msg, ConvergenceWarning)
 
-&lt;seaborn.axisgrid.FacetGrid object at 0x7f0954cc3160&gt;
+&lt;seaborn.axisgrid.FacetGrid object at 0x7f696f1464d0&gt;
 </pre></div>
 </div>
 </section>
@@ -1837,8 +1837,8 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 using a GLM approach.
 We observed the responses were evoked primarily contralateral to the
 hand of tapping and most likely originate from the primary motor cortex.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 27.373 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  856 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 28.287 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  857 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-12-group-glm-py">
 <div class="binder-badge docutils container">
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@@ -1961,7 +1961,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/auto_examples/general/plot_13_fir_glm.html b/dev/auto_examples/general/plot_13_fir_glm.html
index 4c9451c21..dac994c6a 100644
--- a/dev/auto_examples/general/plot_13_fir_glm.html
+++ b/dev/auto_examples/general/plot_13_fir_glm.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>GLM FIR Analysis &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>GLM FIR Analysis &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -876,7 +876,7 @@ <h2>Plot the response from a single condition<a class="headerlink" href="#plot-t
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s2">&quot;Oyxhaemoglobin&quot;</span><span class="p">,</span> <span class="s2">&quot;Deoyxhaemoglobin&quot;</span><span class="p">])</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_13_fir_glm_001.png" srcset="../../_images/sphx_glr_plot_13_fir_glm_001.png" alt="FIR Model (Unscaled by GLM estimates), FIR Components (Scaled by Tapping/Right GLM Estimates), Evoked Response (Tapping/Right)" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f0955158700&gt;
+<img src="../../_images/sphx_glr_plot_13_fir_glm_001.png" srcset="../../_images/sphx_glr_plot_13_fir_glm_001.png" alt="FIR Model (Unscaled by GLM estimates), FIR Components (Scaled by Tapping/Right GLM Estimates), Evoked Response (Tapping/Right)" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f696d259ba0&gt;
 </pre></div>
 </div>
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@@ -924,7 +924,7 @@ <h2>Plot the response with confidence intervals<a class="headerlink" href="#plot
 <img src="../../_images/sphx_glr_plot_13_fir_glm_002.png" srcset="../../_images/sphx_glr_plot_13_fir_glm_002.png" alt="Evoked Response (Tapping/Right)" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Text(0.5, 47.7222222222222, &#39;Time (s)&#39;)
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-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 22.517 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 25.079 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  449 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-13-fir-glm-py">
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@@ -1040,7 +1040,7 @@ <h2>Plot the response with confidence intervals<a class="headerlink" href="#plot
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/auto_examples/general/plot_14_glm_components.html b/dev/auto_examples/general/plot_14_glm_components.html
index e60dd4627..48a97f73d 100644
--- a/dev/auto_examples/general/plot_14_glm_components.html
+++ b/dev/auto_examples/general/plot_14_glm_components.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>GLM and Design Matrix Parameters &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>GLM and Design Matrix Parameters &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -532,7 +532,7 @@ <h3>HRF Model Selection<a class="headerlink" href="#hrf-model-selection" title="
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.legend.html#matplotlib.pyplot.legend" title="matplotlib.pyplot.legend" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">legend</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_14_glm_components_001.png" srcset="../../_images/sphx_glr_plot_14_glm_components_001.png" alt="plot 14 glm components" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f0954fecd90&gt;
+<img src="../../_images/sphx_glr_plot_14_glm_components_001.png" srcset="../../_images/sphx_glr_plot_14_glm_components_001.png" alt="plot 14 glm components" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f697eefa440&gt;
 </pre></div>
 </div>
 </section>
@@ -614,7 +614,7 @@ <h3>Regressor Computation<a class="headerlink" href="#regressor-computation" tit
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.colorbar.html#matplotlib.pyplot.colorbar" title="matplotlib.pyplot.colorbar" class="sphx-glr-backref-module-matplotlib-pyplot sphx-glr-backref-type-py-function"><span class="n">plt</span><span class="o">.</span><span class="n">colorbar</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/cm_api.html#matplotlib.cm.ScalarMappable" title="matplotlib.cm.ScalarMappable" class="sphx-glr-backref-module-matplotlib-cm sphx-glr-backref-type-py-class"><span class="n">mpl</span><span class="o">.</span><span class="n">cm</span><span class="o">.</span><span class="n">ScalarMappable</span></a><span class="p">(</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.colors.Normalize.html#matplotlib.colors.Normalize" title="matplotlib.colors.Normalize" class="sphx-glr-backref-module-matplotlib-colors sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">norm</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.colors.Normalize.html#matplotlib.colors.Normalize" title="matplotlib.colors.Normalize" class="sphx-glr-backref-module-matplotlib-colors sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">norm</span></a><span class="p">,</span> <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.colors.ListedColormap.html#matplotlib.colors.ListedColormap" title="matplotlib.colors.ListedColormap" class="sphx-glr-backref-module-matplotlib-colors sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cmap</span></a><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.colors.ListedColormap.html#matplotlib.colors.ListedColormap" title="matplotlib.colors.ListedColormap" class="sphx-glr-backref-module-matplotlib-colors sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">cmap</span></a><span class="p">),</span> <span class="n">ax</span><span class="o">=</span><a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.html#matplotlib.axes.Axes" title="matplotlib.axes.Axes" class="sphx-glr-backref-module-matplotlib-axes sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_14_glm_components_006.png" srcset="../../_images/sphx_glr_plot_14_glm_components_006.png" alt="plot 14 glm components" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.colorbar.Colorbar object at 0x7f0954e23ac0&gt;
+<img src="../../_images/sphx_glr_plot_14_glm_components_006.png" srcset="../../_images/sphx_glr_plot_14_glm_components_006.png" alt="plot 14 glm components" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.colorbar.Colorbar object at 0x7f696f175f00&gt;
 </pre></div>
 </div>
 </section>
@@ -830,7 +830,7 @@ <h3>Selecting Drift Regressors<a class="headerlink" href="#selecting-drift-regre
 0.0034970904207699167
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 15.446 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 14.456 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  448 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-14-glm-components-py">
 <div class="binder-badge docutils container">
@@ -952,7 +952,7 @@ <h3>Selecting Drift Regressors<a class="headerlink" href="#selecting-drift-regre
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_15_waveform.html b/dev/auto_examples/general/plot_15_waveform.html
index 834097276..71f977d9f 100644
--- a/dev/auto_examples/general/plot_15_waveform.html
+++ b/dev/auto_examples/general/plot_15_waveform.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Waveform Averaging Analysis &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Waveform Averaging Analysis &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -617,9 +617,9 @@
 
 
 
-<tr class="mne-repr-section-header general-f24d4829-6b9b-4dee-bce5-d5344b409270"
+<tr class="mne-repr-section-header general-f76cbfcd-27ba-4f42-a821-35671719548e"
      title="Hide section"
-    onclick="toggleVisibility('general-f24d4829-6b9b-4dee-bce5-d5344b409270')">
+    onclick="toggleVisibility('general-f76cbfcd-27ba-4f42-a821-35671719548e')">
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@@ -631,7 +631,7 @@
 </tr>
 
 
-<tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+<tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
     <td class="mne-repr-section-toggle"></td>
     <td>Filename(s)</td>
     <td>
@@ -642,19 +642,19 @@
     </td>
 </tr>
 
-<tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+<tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
     <td class="mne-repr-section-toggle"></td>
     <td>MNE object type</td>
     <td>RawNIRX</td>
 </tr>
-<tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+<tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
     <td class="mne-repr-section-toggle"></td>
     <td>Measurement date</td>
 
     <td>2019-11-02 at 13:16:16 UTC</td>
 
 </tr>
-<tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+<tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
     <td class="mne-repr-section-toggle"></td>
     <td>Participant</td>
 
@@ -663,7 +663,7 @@
 
 
 </tr>
-<tr class="repr-element general-f24d4829-6b9b-4dee-bce5-d5344b409270 ">
+<tr class="repr-element general-f76cbfcd-27ba-4f42-a821-35671719548e ">
     <td class="mne-repr-section-toggle"></td>
     <td>Experimenter</td>
 
@@ -678,9 +678,9 @@
 
 
 
-<tr class="mne-repr-section-header acquisition-edbee082-0947-4827-bfd9-e08c99490c70"
+<tr class="mne-repr-section-header acquisition-46323872-e449-4995-ac78-248ae269cb1c"
      title="Hide section"
-    onclick="toggleVisibility('acquisition-edbee082-0947-4827-bfd9-e08c99490c70')">
+    onclick="toggleVisibility('acquisition-46323872-e449-4995-ac78-248ae269cb1c')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -692,7 +692,7 @@
 </tr>
 
 
-<tr class="repr-element acquisition-edbee082-0947-4827-bfd9-e08c99490c70 ">
+<tr class="repr-element acquisition-46323872-e449-4995-ac78-248ae269cb1c ">
     <td class="mne-repr-section-toggle"></td>
     <td>Duration</td>
     <td>00:49:35 (HH:MM:SS)</td>
@@ -705,14 +705,14 @@
 
 
 
-<tr class="repr-element acquisition-edbee082-0947-4827-bfd9-e08c99490c70 ">
+<tr class="repr-element acquisition-46323872-e449-4995-ac78-248ae269cb1c ">
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     <td>Sampling frequency</td>
     <td>7.81 Hz</td>
 </tr>
 
 
-<tr class="repr-element acquisition-edbee082-0947-4827-bfd9-e08c99490c70 ">
+<tr class="repr-element acquisition-46323872-e449-4995-ac78-248ae269cb1c ">
     <td class="mne-repr-section-toggle"></td>
     <td>Time points</td>
     <td>23,239</td>
@@ -727,9 +727,9 @@
 
 
 
-<tr class="mne-repr-section-header channels-29737efb-2be1-48c4-ac26-f20629f20277"
+<tr class="mne-repr-section-header channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e"
      title="Hide section"
-    onclick="toggleVisibility('channels-29737efb-2be1-48c4-ac26-f20629f20277')">
+    onclick="toggleVisibility('channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e')">
     <th class="mne-repr-section-toggle">
         <button >
             <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><!--!Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free Copyright 2024 Fonticons, Inc.--><path d="M233.4 406.6c12.5 12.5 32.8 12.5 45.3 0l192-192c12.5-12.5 12.5-32.8 0-45.3s-32.8-12.5-45.3 0L256 338.7 86.6 169.4c-12.5-12.5-32.8-12.5-45.3 0s-12.5 32.8 0 45.3l192 192z"/></svg>
@@ -742,7 +742,7 @@
 
 
 
-<tr class="repr-element channels-29737efb-2be1-48c4-ac26-f20629f20277 ">
+<tr class="repr-element channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e ">
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     <td>fNIRS (CW amplitude)</td>
     <td>
@@ -755,7 +755,7 @@
 </tr>
 
 
-<tr class="repr-element channels-29737efb-2be1-48c4-ac26-f20629f20277 ">
+<tr class="repr-element channels-0d84ef7c-f38f-4aa3-94af-c1ff6c763f0e ">
     <td class="mne-repr-section-toggle"></td>
     <td>Head & sensor digitization</td>
 
@@ -770,9 +770,9 @@
 
 
 
-<tr class="mne-repr-section-header filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db"
+<tr class="mne-repr-section-header filters-627e86de-634c-4cbb-9f05-3529650f4500"
      title="Hide section"
-    onclick="toggleVisibility('filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db')">
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@@ -784,14 +784,14 @@
 </tr>
 
 
-<tr class="repr-element filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db ">
+<tr class="repr-element filters-627e86de-634c-4cbb-9f05-3529650f4500 ">
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     <td>Highpass</td>
     <td>0.00 Hz</td>
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-<tr class="repr-element filters-1df52fd8-3b4f-4c9f-8493-56d600ba22db ">
+<tr class="repr-element filters-627e86de-634c-4cbb-9f05-3529650f4500 ">
     <td class="mne-repr-section-toggle"></td>
     <td>Lowpass</td>
     <td>3.91 Hz</td>
@@ -857,7 +857,7 @@ <h2>Selecting channels appropriate for detecting neural responses<a class="heade
 <span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_15_waveform_002.png" srcset="../../_images/sphx_glr_plot_15_waveform_002.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f09554cb760&gt;
+<img src="../../_images/sphx_glr_plot_15_waveform_002.png" srcset="../../_images/sphx_glr_plot_15_waveform_002.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed7ab00&gt;
 </pre></div>
 </div>
 </section>
@@ -868,7 +868,7 @@ <h2>Converting from raw intensity to optical density<a class="headerlink" href="
 <span class="n">raw_od</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">raw_od</span><span class="o">.</span><span class="n">ch_names</span><span class="p">),</span> <span class="n">duration</span><span class="o">=</span><span class="mi">500</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_15_waveform_003.png" srcset="../../_images/sphx_glr_plot_15_waveform_003.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838cd68c0&gt;
+<img src="../../_images/sphx_glr_plot_15_waveform_003.png" srcset="../../_images/sphx_glr_plot_15_waveform_003.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed7cc10&gt;
 </pre></div>
 </div>
 </section>
@@ -910,7 +910,7 @@ <h2>Converting from optical density to haemoglobin<a class="headerlink" href="#c
 <span class="n">raw_haemo</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">raw_haemo</span><span class="o">.</span><span class="n">ch_names</span><span class="p">),</span> <span class="n">duration</span><span class="o">=</span><span class="mi">500</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_15_waveform_005.png" srcset="../../_images/sphx_glr_plot_15_waveform_005.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f099a4fcb80&gt;
+<img src="../../_images/sphx_glr_plot_15_waveform_005.png" srcset="../../_images/sphx_glr_plot_15_waveform_005.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696d0a5000&gt;
 </pre></div>
 </div>
 </section>
@@ -1027,8 +1027,8 @@ <h2>View consistency of responses across trials<a class="headerlink" href="#view
 </pre></div>
 </div>
 <ul class="sphx-glr-horizontal">
-<li><img src="../../_images/sphx_glr_plot_15_waveform_010.png" srcset="../../_images/sphx_glr_plot_15_waveform_010.png" alt="Deoxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
-<li><img src="../../_images/sphx_glr_plot_15_waveform_011.png" srcset="../../_images/sphx_glr_plot_15_waveform_011.png" alt="Oxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
+<li><img src="../../_images/sphx_glr_plot_15_waveform_010.png" srcset="../../_images/sphx_glr_plot_15_waveform_010.png" alt="Oxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
+<li><img src="../../_images/sphx_glr_plot_15_waveform_011.png" srcset="../../_images/sphx_glr_plot_15_waveform_011.png" alt="Deoxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
 </ul>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Not setting metadata
 55 matching events found
@@ -1055,8 +1055,8 @@ <h2>View consistency of responses across trials<a class="headerlink" href="#view
 </pre></div>
 </div>
 <ul class="sphx-glr-horizontal">
-<li><img src="../../_images/sphx_glr_plot_15_waveform_012.png" srcset="../../_images/sphx_glr_plot_15_waveform_012.png" alt="Deoxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
-<li><img src="../../_images/sphx_glr_plot_15_waveform_013.png" srcset="../../_images/sphx_glr_plot_15_waveform_013.png" alt="Oxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
+<li><img src="../../_images/sphx_glr_plot_15_waveform_012.png" srcset="../../_images/sphx_glr_plot_15_waveform_012.png" alt="Oxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
+<li><img src="../../_images/sphx_glr_plot_15_waveform_013.png" srcset="../../_images/sphx_glr_plot_15_waveform_013.png" alt="Deoxyhemoglobin (mean), µM" class = "sphx-glr-multi-img"/></li>
 </ul>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Not setting metadata
 29 matching events found
@@ -1217,11 +1217,11 @@ <h2>Compare tapping of left and right hands<a class="headerlink" href="#compare-
 <a href="https://matplotlib.org/stable/api/_as_gen/matplotlib.figure.Figure.legend.html#matplotlib.figure.Figure.legend" title="matplotlib.figure.Figure.legend" class="sphx-glr-backref-module-matplotlib-figure sphx-glr-backref-type-py-method"><span class="n">fig</span><span class="o">.</span><span class="n">legend</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#list" title="builtins.list" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">leg_lines</span></a><span class="p">,</span> <span class="p">[</span><span class="s2">&quot;Left&quot;</span><span class="p">,</span> <span class="s2">&quot;Right&quot;</span><span class="p">],</span> <span class="n">loc</span><span class="o">=</span><span class="s2">&quot;lower right&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_15_waveform_022.png" srcset="../../_images/sphx_glr_plot_15_waveform_022.png" alt="plot 15 waveform" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f0955195c60&gt;
+<img src="../../_images/sphx_glr_plot_15_waveform_022.png" srcset="../../_images/sphx_glr_plot_15_waveform_022.png" alt="plot 15 waveform" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f69c08631c0&gt;
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 24.461 seconds)</p>
-<p><strong>Estimated memory usage:</strong>  456 MB</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 25.829 seconds)</p>
+<p><strong>Estimated memory usage:</strong>  463 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-15-waveform-py">
 <div class="binder-badge docutils container">
 <a class="reference external image-reference" href="https://mybinder.org/v2/gh/mne-tools/mne-nirs/gh-pages?filepath=stable/notebooks/auto_examples/general/plot_15_waveform.ipynb"><img alt="Launch binder" src="../../_images/binder_badge_logo.svg" style="width: 150px;" />
@@ -1342,7 +1342,7 @@ <h2>Compare tapping of left and right hands<a class="headerlink" href="#compare-
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_16_waveform_group.html b/dev/auto_examples/general/plot_16_waveform_group.html
index 2bb5dc4ce..e5823fb25 100644
--- a/dev/auto_examples/general/plot_16_waveform_group.html
+++ b/dev/auto_examples/general/plot_16_waveform_group.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Group Level Waveform Analysis &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Group Level Waveform Analysis &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -683,7 +683,7 @@ <h2>View average waveform<a class="headerlink" href="#view-average-waveform" tit
 <a href="https://numpy.org/devdocs/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s2">&quot;Oxyhaemoglobin&quot;</span><span class="p">,</span> <span class="s2">&quot;Deoxyhaemoglobin&quot;</span><span class="p">])</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_16_waveform_group_001.png" srcset="../../_images/sphx_glr_plot_16_waveform_group_001.png" alt="15.0, Control, Tapping/Left, Tapping/Right" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f095503fee0&gt;
+<img src="../../_images/sphx_glr_plot_16_waveform_group_001.png" srcset="../../_images/sphx_glr_plot_16_waveform_group_001.png" alt="15.0, Control, Tapping/Left, Tapping/Right" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f697cb27a00&gt;
 </pre></div>
 </div>
 <p>From this figure we observe that the response to the tapping condition
@@ -787,7 +787,7 @@ <h2>Create average waveform per ROI<a class="headerlink" href="#create-average-w
 <a href="https://numpy.org/devdocs/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s2">&quot;Oxyhaemoglobin&quot;</span><span class="p">,</span> <span class="s2">&quot;Deoxyhaemoglobin&quot;</span><span class="p">])</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_16_waveform_group_002.png" srcset="../../_images/sphx_glr_plot_16_waveform_group_002.png" alt="Tapping/Right" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f099a4a7d90&gt;
+<img src="../../_images/sphx_glr_plot_16_waveform_group_002.png" srcset="../../_images/sphx_glr_plot_16_waveform_group_002.png" alt="Tapping/Right" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;matplotlib.legend.Legend object at 0x7f696f113460&gt;
 </pre></div>
 </div>
 <p>From this figure we observe that the response to tapping appears
@@ -933,7 +933,7 @@ <h2>View individual results<a class="headerlink" href="#view-individual-results"
 <span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_16_waveform_group_003.png" srcset="../../_images/sphx_glr_plot_16_waveform_group_003.png" alt="plot 16 waveform group" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.FacetGrid object at 0x7f099a3faf80&gt;
+<img src="../../_images/sphx_glr_plot_16_waveform_group_003.png" srcset="../../_images/sphx_glr_plot_16_waveform_group_003.png" alt="plot 16 waveform group" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;seaborn.axisgrid.FacetGrid object at 0x7f697efbe200&gt;
 </pre></div>
 </div>
 </section>
@@ -1070,7 +1070,7 @@ <h2>Research question 2: Are responses larger on the contralateral side to tappi
 <br /><p>The model indicates that for the oxyhaemoglobin (HbO) data, the ipsilateral
 responses are 4.2 μMol smaller than those on the contralateral side to the
 hand that is tapping.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 10.182 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 11.100 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  448 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-16-waveform-group-py">
 <div class="binder-badge docutils container">
@@ -1188,7 +1188,7 @@ <h2>Research question 2: Are responses larger on the contralateral side to tappi
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_19_snirf.html b/dev/auto_examples/general/plot_19_snirf.html
index 910d63514..79ea62e4f 100644
--- a/dev/auto_examples/general/plot_19_snirf.html
+++ b/dev/auto_examples/general/plot_19_snirf.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>SNIRF Support in MNE &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>SNIRF Support in MNE &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -495,7 +495,7 @@ <h2>Compare files<a class="headerlink" href="#compare-files" title="Link to this
 <span class="n">snirf_intensity</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_19_snirf_001.png" srcset="../../_images/sphx_glr_plot_19_snirf_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0954c339a0&gt;
+<img src="../../_images/sphx_glr_plot_19_snirf_001.png" srcset="../../_images/sphx_glr_plot_19_snirf_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696f0da440&gt;
 </pre></div>
 </div>
 </section>
@@ -511,7 +511,7 @@ <h2>Validate SNIRF File<a class="headerlink" href="#validate-snirf-file" title="
 <span class="n">result</span><span class="o">.</span><span class="n">display</span><span class="p">()</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;snirf.pysnirf2.ValidationResult object at 0x7f099a55b8e0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;snirf.pysnirf2.ValidationResult object at 0x7f69c069b100&gt;
 
 Found 304 OK      (hidden)
 Found 522 INFO    (hidden)
@@ -533,7 +533,7 @@ <h2>Optical Density<a class="headerlink" href="#optical-density" title="Link to
 <span class="n">result</span><span class="o">.</span><span class="n">display</span><span class="p">()</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;snirf.pysnirf2.ValidationResult object at 0x7f0954aff4c0&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;snirf.pysnirf2.ValidationResult object at 0x7f69c07c6710&gt;
 
 Found 360 OK      (hidden)
 Found 466 INFO    (hidden)
@@ -555,7 +555,7 @@ <h2>Haemoglobin<a class="headerlink" href="#haemoglobin" title="Link to this hea
 <span class="n">result</span><span class="o">.</span><span class="n">display</span><span class="p">()</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;snirf.pysnirf2.ValidationResult object at 0x7f0954cc2890&gt;
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;snirf.pysnirf2.ValidationResult object at 0x7f697d612260&gt;
 
 Found 360 OK      (hidden)
 Found 466 INFO    (hidden)
@@ -565,7 +565,7 @@ <h2>Haemoglobin<a class="headerlink" href="#haemoglobin" title="Link to this hea
 File is VALID
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.715 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.601 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  448 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-19-snirf-py">
 <div class="binder-badge docutils container">
@@ -681,7 +681,7 @@ <h2>Haemoglobin<a class="headerlink" href="#haemoglobin" title="Link to this hea
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_20_enhance.html b/dev/auto_examples/general/plot_20_enhance.html
index 22040d87f..78420228f 100644
--- a/dev/auto_examples/general/plot_20_enhance.html
+++ b/dev/auto_examples/general/plot_20_enhance.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Signal Enhancement Techniques &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Signal Enhancement Techniques &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -777,7 +777,7 @@ <h2>Plot hemisphere for each approach<a class="headerlink" href="#plot-hemispher
         <a href="https://numpy.org/devdocs/reference/generated/numpy.ndarray.html#numpy.ndarray" title="numpy.ndarray" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">axes</span></a><span class="p">[</span><a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">row</span></a><span class="p">,</span> <a href="https://docs.python.org/3/library/functions.html#int" title="builtins.int" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">column</span></a><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">condition</span></a><span class="si">}</span><span class="s2">: </span><span class="si">{</span><a href="https://docs.python.org/3/library/stdtypes.html#str" title="builtins.str" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">hemi</span></a><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_20_enhance_002.png" srcset="../../_images/sphx_glr_plot_20_enhance_002.png" alt="Original: Left, Original: Right, Anticorrelation: Left, Anticorrelation: Right, Short Regression: Left, Short Regression: Right" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.465 seconds)</p>
+<img src="../../_images/sphx_glr_plot_20_enhance_002.png" srcset="../../_images/sphx_glr_plot_20_enhance_002.png" alt="Original: Left, Original: Right, Anticorrelation: Left, Anticorrelation: Right, Short Regression: Left, Short Regression: Right" class = "sphx-glr-single-img"/><p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 4.925 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  448 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-20-enhance-py">
 <div class="binder-badge docutils container">
@@ -892,7 +892,7 @@ <h2>Plot hemisphere for each approach<a class="headerlink" href="#plot-hemispher
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/auto_examples/general/plot_21_artifacts.html b/dev/auto_examples/general/plot_21_artifacts.html
index 18f7c3452..8138d3d2c 100644
--- a/dev/auto_examples/general/plot_21_artifacts.html
+++ b/dev/auto_examples/general/plot_21_artifacts.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Artifact Correction Techniques &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Artifact Correction Techniques &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -469,7 +469,7 @@ <h2>Import data<a class="headerlink" href="#import-data" title="Link to this hea
 </div>
 <img src="../../_images/sphx_glr_plot_21_artifacts_001.png" srcset="../../_images/sphx_glr_plot_21_artifacts_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Loading /home/circleci/mne_data/MNE-fNIRS-motor-data/Participant-1
 
-&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838d353f0&gt;
+&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed52c20&gt;
 </pre></div>
 </div>
 <p>We can see some small artifacts in the above data from movement around 40,
@@ -497,7 +497,7 @@ <h2>Add artificial artifacts to data<a class="headerlink" href="#add-artificial-
 <a href="https://mne.tools/stable/generated/mne.io.RawArray.html#mne.io.RawArray.plot" title="mne.io.RawArray.plot" class="sphx-glr-backref-module-mne-io sphx-glr-backref-type-py-method"><span class="n">corrupted_od</span><span class="o">.</span><span class="n">plot</span></a><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="mi">15</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">400</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_21_artifacts_002.png" srcset="../../_images/sphx_glr_plot_21_artifacts_002.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0956792290&gt;
+<img src="../../_images/sphx_glr_plot_21_artifacts_002.png" srcset="../../_images/sphx_glr_plot_21_artifacts_002.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f696ed535b0&gt;
 </pre></div>
 </div>
 </section>
@@ -509,7 +509,7 @@ <h2>Apply temporal derivative distribution repair<a class="headerlink" href="#ap
 <a href="https://mne.tools/stable/generated/mne.io.RawArray.html#mne.io.RawArray.plot" title="mne.io.RawArray.plot" class="sphx-glr-backref-module-mne-io sphx-glr-backref-type-py-method"><span class="n">corrected_tddr</span><span class="o">.</span><span class="n">plot</span></a><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="mi">15</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">400</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_21_artifacts_003.png" srcset="../../_images/sphx_glr_plot_21_artifacts_003.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0954c47010&gt;
+<img src="../../_images/sphx_glr_plot_21_artifacts_003.png" srcset="../../_images/sphx_glr_plot_21_artifacts_003.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697ca87be0&gt;
 </pre></div>
 </div>
 <p>We can see in the data above that the introduced spikes and shifts are
@@ -522,7 +522,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
 Temporal derivative distribution repair (tddr): a motion correction method
 for fNIRS. NeuroImage,
 184:171–179, 2019. doi:10.1016/j.neuroimage.2018.09.025.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.794 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.427 seconds)</p>
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 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-21-artifacts-py">
 <div class="binder-badge docutils container">
@@ -635,7 +635,7 @@ <h2>References<a class="headerlink" href="#references" title="Link to this headi
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/auto_examples/general/plot_22_quality.html b/dev/auto_examples/general/plot_22_quality.html
index e9e5ea42e..571e66a4c 100644
--- a/dev/auto_examples/general/plot_22_quality.html
+++ b/dev/auto_examples/general/plot_22_quality.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Signal Quality Evaluation &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Signal Quality Evaluation &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -501,7 +501,7 @@ <h2>Import data<a class="headerlink" href="#import-data" title="Link to this hea
 </div>
 <img src="../../_images/sphx_glr_plot_22_quality_001.png" srcset="../../_images/sphx_glr_plot_22_quality_001.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Loading /home/circleci/mne_data/MNE-fNIRS-motor-data/Participant-1
 
-&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f09564488b0&gt;
+&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697ca84c10&gt;
 </pre></div>
 </div>
 <p>From the above plot we observe that the data is relatively clean.
@@ -546,7 +546,7 @@ <h3>SCI evaluated over entire signal<a class="headerlink" href="#sci-evaluated-o
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="n">raw_od</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="mi">55</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">4000</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">clipping</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_22_quality_003.png" srcset="../../_images/sphx_glr_plot_22_quality_003.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0958117b50&gt;
+<img src="../../_images/sphx_glr_plot_22_quality_003.png" srcset="../../_images/sphx_glr_plot_22_quality_003.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f69c0526dd0&gt;
 </pre></div>
 </div>
 <p>Similarly, we can view the montage diagram and view where on the head
@@ -647,7 +647,7 @@ <h2>Introduced Noise<a class="headerlink" href="#introduced-noise" title="Link t
 <span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_22_quality_008.png" srcset="../../_images/sphx_glr_plot_22_quality_008.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838384700&gt;
+<img src="../../_images/sphx_glr_plot_22_quality_008.png" srcset="../../_images/sphx_glr_plot_22_quality_008.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f69c0584c10&gt;
 </pre></div>
 </div>
 </section>
@@ -692,7 +692,7 @@ <h2>Annotations<a class="headerlink" href="#annotations" title="Link to this hea
 <span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_22_quality_010.png" srcset="../../_images/sphx_glr_plot_22_quality_010.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0956d2ea70&gt;
+<img src="../../_images/sphx_glr_plot_22_quality_010.png" srcset="../../_images/sphx_glr_plot_22_quality_010.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697d494d30&gt;
 </pre></div>
 </div>
 <p>These channel and time specific annotations are used by downstream
@@ -705,7 +705,7 @@ <h2>Annotations<a class="headerlink" href="#annotations" title="Link to this hea
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="n">raw_od</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="mi">55</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">4000</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">clipping</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
 </pre></div>
 </div>
-<img src="../../_images/sphx_glr_plot_22_quality_011.png" srcset="../../_images/sphx_glr_plot_22_quality_011.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f0838431090&gt;
+<img src="../../_images/sphx_glr_plot_22_quality_011.png" srcset="../../_images/sphx_glr_plot_22_quality_011.png" alt="Raw plot" class = "sphx-glr-single-img"/><div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>&lt;mne_qt_browser._pg_figure.MNEQtBrowser object at 0x7f697d495b40&gt;
 </pre></div>
 </div>
 </section>
@@ -717,7 +717,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 bad.
 It was demonstrated how bad segments are visualised and how bad segments
 are treated in downstream analysis.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 33.316 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 29.652 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  448 MB</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-general-plot-22-quality-py">
 <div class="binder-badge docutils container">
@@ -838,7 +838,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/auto_examples/general/plot_30_frequency.html b/dev/auto_examples/general/plot_30_frequency.html
index ceacfbad0..cd1898777 100644
--- a/dev/auto_examples/general/plot_30_frequency.html
+++ b/dev/auto_examples/general/plot_30_frequency.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Frequency and Filter Commentary &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Frequency and Filter Commentary &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -721,7 +721,7 @@ <h2>Understanding the relation between stimulus presentation and response<a clas
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-    <title>Importance of Controls and Parameter Selection &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
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@@ -834,7 +834,7 @@ <h2>Selecting channels appropriate for detecting neural responses<a class="heade
 <span class="p">)</span>
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@@ -845,7 +845,7 @@ <h2>Converting from raw intensity to optical density<a class="headerlink" href="
 <span class="n">raw_od</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">n_channels</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">raw_od</span><span class="o">.</span><span class="n">ch_names</span><span class="p">),</span> <span class="n">duration</span><span class="o">=</span><span class="mi">500</span><span class="p">,</span> <span class="n">show_scrollbars</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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-<td><p>585.0</p></td>
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 <td><p>447.7</p></td>
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-<td><p>856.1</p></td>
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-<td><p>00:22.517</p></td>
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-<td><p>00:18.638</p></td>
-<td><p>691.9</p></td>
+<td><p>00:17.751</p></td>
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-<td><p>00:12.824</p></td>
-<td><p>448.4</p></td>
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+<td><p>447.8</p></td>
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+<tr class="row-even"><td><p><a class="reference internal" href="plot_19_snirf.html#sphx-glr-auto-examples-general-plot-19-snirf-py"><span class="std std-ref">SNIRF Support in MNE</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_19_snirf.py</span></code>)</p></td>
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-<td><p>447.8</p></td>
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-    <title>Examples &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Examples &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
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@@ -609,7 +609,7 @@ <h2>Migrating from other software packages<a class="headerlink" href="#migrating
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/auto_examples/migration/index.html b/dev/auto_examples/migration/index.html
index 2ad6dedc4..a66ad00fd 100644
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-    <title>Migrating from other software packages &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Migrating from other software packages &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -517,7 +517,7 @@
   
     <div class="footer-items__start">
       
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/auto_examples/migration/plot_01_homer.html b/dev/auto_examples/migration/plot_01_homer.html
index c4c7c0d3a..eb0debcec 100644
--- a/dev/auto_examples/migration/plot_01_homer.html
+++ b/dev/auto_examples/migration/plot_01_homer.html
@@ -8,7 +8,7 @@
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-    <title>Migrating from Homer to MNE &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Migrating from Homer to MNE &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -519,7 +519,7 @@ <h2>Further analysis details<a class="headerlink" href="#further-analysis-detail
 that is not available in MNE
 please let us know by creating an issue at
 <a class="github reference external" href="https://github.com/mne-tools/mne-nirs/issues">mne-tools/mne-nirs#issues</a></p>
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+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 2.668 seconds)</p>
 <p><strong>Estimated memory usage:</strong>  448 MB</p>
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@@ -638,7 +638,7 @@ <h2>Further analysis details<a class="headerlink" href="#further-analysis-detail
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/auto_examples/migration/plot_02_nirstoolbox.html b/dev/auto_examples/migration/plot_02_nirstoolbox.html
index d631c60d3..41f73bffc 100644
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-    <title>Migrating from nirs-toolbox to MNE &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Migrating from nirs-toolbox to MNE &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -606,7 +606,7 @@ <h2>Further analysis details<a class="headerlink" href="#further-analysis-detail
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/auto_examples/migration/sg_execution_times.html b/dev/auto_examples/migration/sg_execution_times.html
index 2fd24845a..e6f4b4bcf 100644
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@@ -8,7 +8,7 @@
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-    <title>Computation times &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
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+    <script src="../../_static/documentation_options.js?v=7ad14353"></script>
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@@ -383,7 +383,7 @@
                   
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-<p><strong>00:03.124</strong> total execution time for 2 files <strong>from auto_examples/migration</strong>:</p>
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 <tr class="row-even"><td><p><a class="reference internal" href="plot_01_homer.html#sphx-glr-auto-examples-migration-plot-01-homer-py"><span class="std std-ref">Migrating from Homer to MNE</span></a> (<code class="docutils literal notranslate"><span class="pre">plot_01_homer.py</span></code>)</p></td>
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@@ -478,7 +478,7 @@
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/auto_examples/sg_execution_times.html b/dev/auto_examples/sg_execution_times.html
index 8c240b7ce..0f54ad864 100644
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@@ -8,7 +8,7 @@
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-    <title>Computation times &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Computation times &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -474,7 +474,7 @@
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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index a5031692e..189caeef3 100644
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-    <title>Changelog &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Changelog &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="_static/documentation_options.js?v=09015f6f"></script>
+    <script src="_static/documentation_options.js?v=7ad14353"></script>
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@@ -463,7 +463,7 @@
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne.io.read_raw_boxy.html b/dev/generated/mne.io.read_raw_boxy.html
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@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.io.read_raw_boxy &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.io.read_raw_boxy &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -605,7 +605,7 @@ <h1>mne.io.read_raw_boxy<a class="headerlink" href="#mne-io-read-raw-boxy" title
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne.io.read_raw_hitachi.html b/dev/generated/mne.io.read_raw_hitachi.html
index 8356573a2..609c8ea59 100644
--- a/dev/generated/mne.io.read_raw_hitachi.html
+++ b/dev/generated/mne.io.read_raw_hitachi.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.io.read_raw_hitachi &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.io.read_raw_hitachi &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -658,7 +658,7 @@ <h1>mne.io.read_raw_hitachi<a class="headerlink" href="#mne-io-read-raw-hitachi"
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne.io.read_raw_nirx.html b/dev/generated/mne.io.read_raw_nirx.html
index d33f67847..8c72c52e7 100644
--- a/dev/generated/mne.io.read_raw_nirx.html
+++ b/dev/generated/mne.io.read_raw_nirx.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.io.read_raw_nirx &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.io.read_raw_nirx &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -634,7 +634,7 @@ <h1>mne.io.read_raw_nirx<a class="headerlink" href="#mne-io-read-raw-nirx" title
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne.io.read_raw_snirf.html b/dev/generated/mne.io.read_raw_snirf.html
index a4b8b8f44..a37068674 100644
--- a/dev/generated/mne.io.read_raw_snirf.html
+++ b/dev/generated/mne.io.read_raw_snirf.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.io.read_raw_snirf &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.io.read_raw_snirf &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -617,7 +617,7 @@ <h1>mne.io.read_raw_snirf<a class="headerlink" href="#mne-io-read-raw-snirf" tit
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne.preprocessing.nirs.beer_lambert_law.html b/dev/generated/mne.preprocessing.nirs.beer_lambert_law.html
index 707ffd732..875b465f6 100644
--- a/dev/generated/mne.preprocessing.nirs.beer_lambert_law.html
+++ b/dev/generated/mne.preprocessing.nirs.beer_lambert_law.html
@@ -8,7 +8,7 @@
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     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.preprocessing.nirs.beer_lambert_law &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.beer_lambert_law &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -589,7 +589,7 @@ <h1>mne.preprocessing.nirs.beer_lambert_law<a class="headerlink" href="#mne-prep
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne.preprocessing.nirs.optical_density.html b/dev/generated/mne.preprocessing.nirs.optical_density.html
index 0fd5a98a5..059bd3b52 100644
--- a/dev/generated/mne.preprocessing.nirs.optical_density.html
+++ b/dev/generated/mne.preprocessing.nirs.optical_density.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.preprocessing.nirs.optical_density &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.optical_density &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -589,7 +589,7 @@ <h1>mne.preprocessing.nirs.optical_density<a class="headerlink" href="#mne-prepr
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne.preprocessing.nirs.scalp_coupling_index.html b/dev/generated/mne.preprocessing.nirs.scalp_coupling_index.html
index 56da7e8ec..f994aaf7f 100644
--- a/dev/generated/mne.preprocessing.nirs.scalp_coupling_index.html
+++ b/dev/generated/mne.preprocessing.nirs.scalp_coupling_index.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.preprocessing.nirs.scalp_coupling_index &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.scalp_coupling_index &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -623,7 +623,7 @@ <h1>mne.preprocessing.nirs.scalp_coupling_index<a class="headerlink" href="#mne-
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne.preprocessing.nirs.short_channels.html b/dev/generated/mne.preprocessing.nirs.short_channels.html
index 672cda6a2..18b554b37 100644
--- a/dev/generated/mne.preprocessing.nirs.short_channels.html
+++ b/dev/generated/mne.preprocessing.nirs.short_channels.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.preprocessing.nirs.short_channels &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.short_channels &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -589,7 +589,7 @@ <h1>mne.preprocessing.nirs.short_channels<a class="headerlink" href="#mne-prepro
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne.preprocessing.nirs.source_detector_distances.html b/dev/generated/mne.preprocessing.nirs.source_detector_distances.html
index 917a39423..640bcc97a 100644
--- a/dev/generated/mne.preprocessing.nirs.source_detector_distances.html
+++ b/dev/generated/mne.preprocessing.nirs.source_detector_distances.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.preprocessing.nirs.source_detector_distances &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.source_detector_distances &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -594,7 +594,7 @@ <h1>mne.preprocessing.nirs.source_detector_distances<a class="headerlink" href="
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne.preprocessing.nirs.temporal_derivative_distribution_repair.html b/dev/generated/mne.preprocessing.nirs.temporal_derivative_distribution_repair.html
index 4853a2ab1..46dd25185 100644
--- a/dev/generated/mne.preprocessing.nirs.temporal_derivative_distribution_repair.html
+++ b/dev/generated/mne.preprocessing.nirs.temporal_derivative_distribution_repair.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne.preprocessing.nirs.temporal_derivative_distribution_repair &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne.preprocessing.nirs.temporal_derivative_distribution_repair &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
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     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -608,7 +608,7 @@ <h1>mne.preprocessing.nirs.temporal_derivative_distribution_repair<a class="head
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.drop_detectors.html b/dev/generated/mne_nirs.channels.drop_detectors.html
index ab0f700c4..017cfa285 100644
--- a/dev/generated/mne_nirs.channels.drop_detectors.html
+++ b/dev/generated/mne_nirs.channels.drop_detectors.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.drop_detectors &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.drop_detectors &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -586,7 +586,7 @@ <h1>mne_nirs.channels.drop_detectors<a class="headerlink" href="#mne-nirs-channe
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.drop_sources.html b/dev/generated/mne_nirs.channels.drop_sources.html
index c66d25eec..32cfd5ea3 100644
--- a/dev/generated/mne_nirs.channels.drop_sources.html
+++ b/dev/generated/mne_nirs.channels.drop_sources.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.drop_sources &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.drop_sources &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -586,7 +586,7 @@ <h1>mne_nirs.channels.drop_sources<a class="headerlink" href="#mne-nirs-channels
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.get_long_channels.html b/dev/generated/mne_nirs.channels.get_long_channels.html
index e9c39cec4..fe8b02c73 100644
--- a/dev/generated/mne_nirs.channels.get_long_channels.html
+++ b/dev/generated/mne_nirs.channels.get_long_channels.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.get_long_channels &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.get_long_channels &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -619,7 +619,7 @@ <h1>mne_nirs.channels.get_long_channels<a class="headerlink" href="#mne-nirs-cha
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.get_short_channels.html b/dev/generated/mne_nirs.channels.get_short_channels.html
index cd0319804..91b8d16e6 100644
--- a/dev/generated/mne_nirs.channels.get_short_channels.html
+++ b/dev/generated/mne_nirs.channels.get_short_channels.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.get_short_channels &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.get_short_channels &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -605,7 +605,7 @@ <h1>mne_nirs.channels.get_short_channels<a class="headerlink" href="#mne-nirs-ch
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.list_detectors.html b/dev/generated/mne_nirs.channels.list_detectors.html
index aabfc030b..2c5fd07e2 100644
--- a/dev/generated/mne_nirs.channels.list_detectors.html
+++ b/dev/generated/mne_nirs.channels.list_detectors.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.list_detectors &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.list_detectors &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -584,7 +584,7 @@ <h1>mne_nirs.channels.list_detectors<a class="headerlink" href="#mne-nirs-channe
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.list_sources.html b/dev/generated/mne_nirs.channels.list_sources.html
index 120a10494..a61d48e96 100644
--- a/dev/generated/mne_nirs.channels.list_sources.html
+++ b/dev/generated/mne_nirs.channels.list_sources.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.list_sources &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.list_sources &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -584,7 +584,7 @@ <h1>mne_nirs.channels.list_sources<a class="headerlink" href="#mne-nirs-channels
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.pick_detectors.html b/dev/generated/mne_nirs.channels.pick_detectors.html
index 12dc0cb7c..4ecc657dc 100644
--- a/dev/generated/mne_nirs.channels.pick_detectors.html
+++ b/dev/generated/mne_nirs.channels.pick_detectors.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.pick_detectors &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.pick_detectors &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -586,7 +586,7 @@ <h1>mne_nirs.channels.pick_detectors<a class="headerlink" href="#mne-nirs-channe
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.pick_sources.html b/dev/generated/mne_nirs.channels.pick_sources.html
index 00462372d..b67d4d588 100644
--- a/dev/generated/mne_nirs.channels.pick_sources.html
+++ b/dev/generated/mne_nirs.channels.pick_sources.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.pick_sources &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.pick_sources &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -586,7 +586,7 @@ <h1>mne_nirs.channels.pick_sources<a class="headerlink" href="#mne-nirs-channels
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.channels.picks_pair_to_idx.html b/dev/generated/mne_nirs.channels.picks_pair_to_idx.html
index 1ed0d0e9c..abe87533f 100644
--- a/dev/generated/mne_nirs.channels.picks_pair_to_idx.html
+++ b/dev/generated/mne_nirs.channels.picks_pair_to_idx.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.channels.picks_pair_to_idx &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.channels.picks_pair_to_idx &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -616,7 +616,7 @@ <h1>mne_nirs.channels.picks_pair_to_idx<a class="headerlink" href="#mne-nirs-cha
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.datasets.audio_or_visual_speech.data_path.html b/dev/generated/mne_nirs.datasets.audio_or_visual_speech.data_path.html
index bae40cea4..1bcbc0bb1 100644
--- a/dev/generated/mne_nirs.datasets.audio_or_visual_speech.data_path.html
+++ b/dev/generated/mne_nirs.datasets.audio_or_visual_speech.data_path.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.datasets.audio_or_visual_speech.data_path &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.datasets.audio_or_visual_speech.data_path &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -623,7 +623,7 @@ <h1>mne_nirs.datasets.audio_or_visual_speech.data_path<a class="headerlink" href
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.datasets.block_speech_noise.data_path.html b/dev/generated/mne_nirs.datasets.block_speech_noise.data_path.html
index 2b9049504..9b1111ad9 100644
--- a/dev/generated/mne_nirs.datasets.block_speech_noise.data_path.html
+++ b/dev/generated/mne_nirs.datasets.block_speech_noise.data_path.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.datasets.block_speech_noise.data_path &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.datasets.block_speech_noise.data_path &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -620,7 +620,7 @@ <h1>mne_nirs.datasets.block_speech_noise.data_path<a class="headerlink" href="#m
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.datasets.fnirs_motor_group.data_path.html b/dev/generated/mne_nirs.datasets.fnirs_motor_group.data_path.html
index 57dd64f83..ea8d2b188 100644
--- a/dev/generated/mne_nirs.datasets.fnirs_motor_group.data_path.html
+++ b/dev/generated/mne_nirs.datasets.fnirs_motor_group.data_path.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.datasets.fnirs_motor_group.data_path &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.datasets.fnirs_motor_group.data_path &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -638,7 +638,7 @@ <h1>mne_nirs.datasets.fnirs_motor_group.data_path<a class="headerlink" href="#mn
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.experimental_design.create_boxcar.html b/dev/generated/mne_nirs.experimental_design.create_boxcar.html
index 4fec67c7b..e35895384 100644
--- a/dev/generated/mne_nirs.experimental_design.create_boxcar.html
+++ b/dev/generated/mne_nirs.experimental_design.create_boxcar.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.experimental_design.create_boxcar &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.experimental_design.create_boxcar &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -595,7 +595,7 @@ <h1>mne_nirs.experimental_design.create_boxcar<a class="headerlink" href="#mne-n
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.experimental_design.drift_high_pass.html b/dev/generated/mne_nirs.experimental_design.drift_high_pass.html
index 490f17836..da2c990be 100644
--- a/dev/generated/mne_nirs.experimental_design.drift_high_pass.html
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@@ -8,7 +8,7 @@
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-    <title>mne_nirs.experimental_design.drift_high_pass &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.experimental_design.drift_high_pass &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -602,7 +602,7 @@ <h1>mne_nirs.experimental_design.drift_high_pass<a class="headerlink" href="#mne
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.experimental_design.longest_inter_annotation_interval.html b/dev/generated/mne_nirs.experimental_design.longest_inter_annotation_interval.html
index f5a7446c2..ecc5f3a52 100644
--- a/dev/generated/mne_nirs.experimental_design.longest_inter_annotation_interval.html
+++ b/dev/generated/mne_nirs.experimental_design.longest_inter_annotation_interval.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.experimental_design.longest_inter_annotation_interval &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.experimental_design.longest_inter_annotation_interval &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -595,7 +595,7 @@ <h1>mne_nirs.experimental_design.longest_inter_annotation_interval<a class="head
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.experimental_design.make_first_level_design_matrix.html b/dev/generated/mne_nirs.experimental_design.make_first_level_design_matrix.html
index 08ba02585..bda9196ae 100644
--- a/dev/generated/mne_nirs.experimental_design.make_first_level_design_matrix.html
+++ b/dev/generated/mne_nirs.experimental_design.make_first_level_design_matrix.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.experimental_design.make_first_level_design_matrix &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.experimental_design.make_first_level_design_matrix &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -657,7 +657,7 @@ <h1>mne_nirs.experimental_design.make_first_level_design_matrix<a class="headerl
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.io.fold_channel_specificity.html b/dev/generated/mne_nirs.io.fold_channel_specificity.html
index b9d6f4d61..ded27ab79 100644
--- a/dev/generated/mne_nirs.io.fold_channel_specificity.html
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@@ -8,7 +8,7 @@
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-    <title>mne_nirs.io.fold_channel_specificity &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.fold_channel_specificity &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -654,7 +654,7 @@ <h1>mne_nirs.io.fold_channel_specificity<a class="headerlink" href="#mne-nirs-io
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.io.fold_landmark_specificity.html b/dev/generated/mne_nirs.io.fold_landmark_specificity.html
index 6c9b9f498..a801ac449 100644
--- a/dev/generated/mne_nirs.io.fold_landmark_specificity.html
+++ b/dev/generated/mne_nirs.io.fold_landmark_specificity.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.io.fold_landmark_specificity &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.fold_landmark_specificity &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -630,7 +630,7 @@ <h1>mne_nirs.io.fold_landmark_specificity<a class="headerlink" href="#mne-nirs-i
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.io.read_snirf_aux_data.html b/dev/generated/mne_nirs.io.read_snirf_aux_data.html
index 39f832c59..203777cdd 100644
--- a/dev/generated/mne_nirs.io.read_snirf_aux_data.html
+++ b/dev/generated/mne_nirs.io.read_snirf_aux_data.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.io.read_snirf_aux_data &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.read_snirf_aux_data &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -596,7 +596,7 @@ <h1>mne_nirs.io.read_snirf_aux_data<a class="headerlink" href="#mne-nirs-io-read
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.io.write_raw_snirf.html b/dev/generated/mne_nirs.io.write_raw_snirf.html
index 91809589d..948c59a07 100644
--- a/dev/generated/mne_nirs.io.write_raw_snirf.html
+++ b/dev/generated/mne_nirs.io.write_raw_snirf.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.io.write_raw_snirf &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.io.write_raw_snirf &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.preprocessing.peak_power.html b/dev/generated/mne_nirs.preprocessing.peak_power.html
index 912b495ea..c2344c4ba 100644
--- a/dev/generated/mne_nirs.preprocessing.peak_power.html
+++ b/dev/generated/mne_nirs.preprocessing.peak_power.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.preprocessing.peak_power &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.preprocessing.peak_power &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -647,7 +647,7 @@ <h1>mne_nirs.preprocessing.peak_power<a class="headerlink" href="#mne-nirs-prepr
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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diff --git a/dev/generated/mne_nirs.preprocessing.quantify_mayer_fooof.html b/dev/generated/mne_nirs.preprocessing.quantify_mayer_fooof.html
index 7c4ee3f7e..c5df613e4 100644
--- a/dev/generated/mne_nirs.preprocessing.quantify_mayer_fooof.html
+++ b/dev/generated/mne_nirs.preprocessing.quantify_mayer_fooof.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.preprocessing.quantify_mayer_fooof &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.preprocessing.quantify_mayer_fooof &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -639,7 +639,7 @@ <h1>mne_nirs.preprocessing.quantify_mayer_fooof<a class="headerlink" href="#mne-
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.preprocessing.scalp_coupling_index_windowed.html b/dev/generated/mne_nirs.preprocessing.scalp_coupling_index_windowed.html
index bcb91b2e2..43ba0cfa4 100644
--- a/dev/generated/mne_nirs.preprocessing.scalp_coupling_index_windowed.html
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@@ -8,7 +8,7 @@
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-    <title>mne_nirs.preprocessing.scalp_coupling_index_windowed &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.preprocessing.scalp_coupling_index_windowed &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -647,7 +647,7 @@ <h1>mne_nirs.preprocessing.scalp_coupling_index_windowed<a class="headerlink" hr
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.signal_enhancement.enhance_negative_correlation.html b/dev/generated/mne_nirs.signal_enhancement.enhance_negative_correlation.html
index e0968ff27..dda582cfd 100644
--- a/dev/generated/mne_nirs.signal_enhancement.enhance_negative_correlation.html
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@@ -8,7 +8,7 @@
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-    <title>mne_nirs.signal_enhancement.enhance_negative_correlation &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.signal_enhancement.enhance_negative_correlation &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -612,7 +612,7 @@ <h1>mne_nirs.signal_enhancement.enhance_negative_correlation<a class="headerlink
   
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-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.signal_enhancement.short_channel_regression.html b/dev/generated/mne_nirs.signal_enhancement.short_channel_regression.html
index fa6c49ad3..9ba460fd4 100644
--- a/dev/generated/mne_nirs.signal_enhancement.short_channel_regression.html
+++ b/dev/generated/mne_nirs.signal_enhancement.short_channel_regression.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.signal_enhancement.short_channel_regression &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.signal_enhancement.short_channel_regression &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -613,7 +613,7 @@ <h1>mne_nirs.signal_enhancement.short_channel_regression<a class="headerlink" hr
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.simulation.simulate_nirs_raw.html b/dev/generated/mne_nirs.simulation.simulate_nirs_raw.html
index 5c441b992..0848124d8 100644
--- a/dev/generated/mne_nirs.simulation.simulate_nirs_raw.html
+++ b/dev/generated/mne_nirs.simulation.simulate_nirs_raw.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.simulation.simulate_nirs_raw &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.simulation.simulate_nirs_raw &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -619,7 +619,7 @@ <h1>mne_nirs.simulation.simulate_nirs_raw<a class="headerlink" href="#mne-nirs-s
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.statistics.ContrastResults.html b/dev/generated/mne_nirs.statistics.ContrastResults.html
index 6cd660fd8..b67e9ab97 100644
--- a/dev/generated/mne_nirs.statistics.ContrastResults.html
+++ b/dev/generated/mne_nirs.statistics.ContrastResults.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.statistics.ContrastResults &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics.ContrastResults &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -830,7 +830,7 @@ <h1>mne_nirs.statistics.ContrastResults<a class="headerlink" href="#mne-nirs-sta
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.statistics.RegressionResults.html b/dev/generated/mne_nirs.statistics.RegressionResults.html
index 94026a28b..b4801296f 100644
--- a/dev/generated/mne_nirs.statistics.RegressionResults.html
+++ b/dev/generated/mne_nirs.statistics.RegressionResults.html
@@ -8,7 +8,7 @@
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-    <title>mne_nirs.statistics.RegressionResults &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics.RegressionResults &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -1118,7 +1118,7 @@ <h1>mne_nirs.statistics.RegressionResults<a class="headerlink" href="#mne-nirs-s
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.statistics.read_glm.html b/dev/generated/mne_nirs.statistics.read_glm.html
index 470d6d815..6aef3518d 100644
--- a/dev/generated/mne_nirs.statistics.read_glm.html
+++ b/dev/generated/mne_nirs.statistics.read_glm.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
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-    <title>mne_nirs.statistics.read_glm &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics.read_glm &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
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@@ -592,7 +592,7 @@ <h1>mne_nirs.statistics.read_glm<a class="headerlink" href="#mne-nirs-statistics
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
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diff --git a/dev/generated/mne_nirs.statistics.run_glm.html b/dev/generated/mne_nirs.statistics.run_glm.html
index 405427bd8..ee824353a 100644
--- a/dev/generated/mne_nirs.statistics.run_glm.html
+++ b/dev/generated/mne_nirs.statistics.run_glm.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.statistics.run_glm &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics.run_glm &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -630,7 +630,7 @@ <h1>mne_nirs.statistics.run_glm<a class="headerlink" href="#mne-nirs-statistics-
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.statistics.statsmodels_to_results.html b/dev/generated/mne_nirs.statistics.statsmodels_to_results.html
index d48feb27e..5887b8c54 100644
--- a/dev/generated/mne_nirs.statistics.statsmodels_to_results.html
+++ b/dev/generated/mne_nirs.statistics.statsmodels_to_results.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.statistics.statsmodels_to_results &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.statistics.statsmodels_to_results &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -599,7 +599,7 @@ <h1>mne_nirs.statistics.statsmodels_to_results<a class="headerlink" href="#mne-n
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.visualisation.plot_3d_montage.html b/dev/generated/mne_nirs.visualisation.plot_3d_montage.html
index ec2b8a93c..d46dca2ae 100644
--- a/dev/generated/mne_nirs.visualisation.plot_3d_montage.html
+++ b/dev/generated/mne_nirs.visualisation.plot_3d_montage.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.visualisation.plot_3d_montage &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation.plot_3d_montage &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -649,7 +649,7 @@ <h1>mne_nirs.visualisation.plot_3d_montage<a class="headerlink" href="#mne-nirs-
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.visualisation.plot_glm_group_topo.html b/dev/generated/mne_nirs.visualisation.plot_glm_group_topo.html
index 5aad68478..d0b8bb1b5 100644
--- a/dev/generated/mne_nirs.visualisation.plot_glm_group_topo.html
+++ b/dev/generated/mne_nirs.visualisation.plot_glm_group_topo.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.visualisation.plot_glm_group_topo &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation.plot_glm_group_topo &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -630,7 +630,7 @@ <h1>mne_nirs.visualisation.plot_glm_group_topo<a class="headerlink" href="#mne-n
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.visualisation.plot_glm_surface_projection.html b/dev/generated/mne_nirs.visualisation.plot_glm_surface_projection.html
index 63ae4b790..beba9494c 100644
--- a/dev/generated/mne_nirs.visualisation.plot_glm_surface_projection.html
+++ b/dev/generated/mne_nirs.visualisation.plot_glm_surface_projection.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.visualisation.plot_glm_surface_projection &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation.plot_glm_surface_projection &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -678,7 +678,7 @@ <h1>mne_nirs.visualisation.plot_glm_surface_projection<a class="headerlink" href
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.visualisation.plot_nirs_source_detector.html b/dev/generated/mne_nirs.visualisation.plot_nirs_source_detector.html
index 32bd95112..d1217b016 100644
--- a/dev/generated/mne_nirs.visualisation.plot_nirs_source_detector.html
+++ b/dev/generated/mne_nirs.visualisation.plot_nirs_source_detector.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.visualisation.plot_nirs_source_detector &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation.plot_nirs_source_detector &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -712,7 +712,7 @@ <h1>mne_nirs.visualisation.plot_nirs_source_detector<a class="headerlink" href="
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/generated/mne_nirs.visualisation.plot_timechannel_quality_metric.html b/dev/generated/mne_nirs.visualisation.plot_timechannel_quality_metric.html
index 87a7fad64..c2b8ec9f0 100644
--- a/dev/generated/mne_nirs.visualisation.plot_timechannel_quality_metric.html
+++ b/dev/generated/mne_nirs.visualisation.plot_timechannel_quality_metric.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>mne_nirs.visualisation.plot_timechannel_quality_metric &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>mne_nirs.visualisation.plot_timechannel_quality_metric &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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-    <script src="../_static/documentation_options.js?v=09015f6f"></script>
+    <script src="../_static/documentation_options.js?v=7ad14353"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -600,7 +600,7 @@ <h1>mne_nirs.visualisation.plot_timechannel_quality_metric<a class="headerlink"
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/genindex.html b/dev/genindex.html
index 26a1c9074..ebf106fe9 100644
--- a/dev/genindex.html
+++ b/dev/genindex.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Index &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Index &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="_static/documentation_options.js?v=09015f6f"></script>
+    <script src="_static/documentation_options.js?v=7ad14353"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -849,7 +849,7 @@ <h2 id="W">W</h2>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/index.html b/dev/index.html
index d221ae786..1f2cf7cf9 100644
--- a/dev/index.html
+++ b/dev/index.html
@@ -8,7 +8,7 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>MNE-NIRS &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>MNE-NIRS &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="_static/documentation_options.js?v=09015f6f"></script>
+    <script src="_static/documentation_options.js?v=7ad14353"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -518,7 +518,7 @@ <h2>Acknowledgements<a class="headerlink" href="#acknowledgements" title="Link t
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
 <script type="text/javascript">$(function () { $("time.localized").each(function () { var el = $(this); el.text(new Date(el.attr("datetime")).toLocaleString([], {dateStyle: "medium", timeStyle: "long"})); }); } )</script></p></div>
       
     </div>
diff --git a/dev/py-modindex.html b/dev/py-modindex.html
index 633e0f514..53303674e 100644
--- a/dev/py-modindex.html
+++ b/dev/py-modindex.html
@@ -7,7 +7,7 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Python Module Index &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Python Module Index &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -38,7 +38,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />
 
-    <script src="_static/documentation_options.js?v=09015f6f"></script>
+    <script src="_static/documentation_options.js?v=7ad14353"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -543,7 +543,7 @@ <h1>Python Module Index</h1>
   
     <div class="footer-items__start">
       
-        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-18T19:05:08.152178+00:00" class="localized">2024-11-18 19:05 UTC</time>
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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distribution repair": [[14, "apply-temporal-derivative-distribution-repair"]], "Applying standard sensor locations to imported data": [[2, "applying-standard-sensor-locations-to-imported-data"]], "Artifact Correction Techniques": [[14, null]], "Audio or Visual Speech": [[3, "audio-or-visual-speech"]], "Auditory Speech and Noise": [[3, "auditory-speech-and-noise"]], "BOXY (.txt)": [[2, "boxy-txt"]], "Basic Homer2 script to be reproduced in MNE": [[26, "basic-homer2-script-to-be-reproduced-in-mne"]], "Basic nirs-toolbox script to be reproduced in MNE": [[27, "basic-nirs-toolbox-script-to-be-reproduced-in-mne"]], "Bibliography": [[3, "bibliography"], [17, "bibliography"], [18, "bibliography"], [20, "bibliography"]], "Changelog": [[30, null]], "Channels": [[0, "channels"]], "Cite the FOOOF authors": [[17, null]], "Clean up annotations before analysis": [[6, "clean-up-annotations-before-analysis"], [19, "clean-up-annotations-before-analysis"]], "Compare files": [[12, "compare-files"]], "Compare tapping of left and right hands": [[10, "compare-tapping-of-left-and-right-hands"]], "Computation times": [[23, null], [28, null], [29, null], [78, null]], "Compute contrasts": [[6, "compute-contrasts"]], "Compute group level results": [[7, "compute-group-level-results"]], "Conclusion": [[7, "conclusion"], [15, "conclusion"], [17, "conclusion"], [18, "conclusion"], [19, "conclusion"]], "Conclusion?": [[5, "conclusion"]], "Continuous Wave Devices": [[2, "continuous-wave-devices"]], "Contrasts": [[7, "contrasts"]], "Convert signal to optical density and apply TDDR": [[26, "convert-signal-to-optical-density-and-apply-tddr"]], "Convert to haemoglobin concentration": [[26, "convert-to-haemoglobin-concentration"]], "Convert to optical density and motion correct": [[26, "convert-to-optical-density-and-motion-correct"]], "Converting from optical density to haemoglobin": [[10, "converting-from-optical-density-to-haemoglobin"], [22, "converting-from-optical-density-to-haemoglobin"]], "Converting from raw intensity to optical density": [[10, "converting-from-raw-intensity-to-optical-density"], [22, "converting-from-raw-intensity-to-optical-density"]], "Coregister Optodes to Template Head": [[4, "coregister-optodes-to-template-head"]], "Cortical Surface Projections": [[7, "cortical-surface-projections"]], "Cosine Drift Regressors": [[9, "cosine-drift-regressors"]], "Create average waveform per ROI": [[11, "create-average-waveform-per-roi"]], "Create design matrix": [[5, "create-design-matrix"], [6, "create-design-matrix"], [19, "create-design-matrix"]], "Custom Data Import": [[2, "custom-data-import"]], "Datasets": [[0, "datasets"]], "Decoding Analysis": [[18, null]], "Define FIR analysis": [[8, "define-fir-analysis"]], "Define individual analysis": [[7, "define-individual-analysis"], [11, "define-individual-analysis"], [18, "define-individual-analysis"], [21, "define-individual-analysis"]], "Derivative and dispersion terms": [[9, null]], "Determine true and false positive rates": [[6, "determine-true-and-false-positive-rates"]], "Differences between toolboxes": [[27, "differences-between-toolboxes"]], "Discussion": [[16, "discussion"]], "Download annotation information": [[20, "download-annotation-information"]], "Download example data": [[20, "download-example-data"]], "Download example fNIRS data": [[20, "download-example-fnirs-data"]], "Drift Regressors": [[9, "drift-regressors"]], "Estimate response on clean data": [[5, "estimate-response-on-clean-data"]], "Evaluating the quality of the data": [[10, "evaluating-the-quality-of-the-data"]], "Examine expected response": [[6, "examine-expected-response"]], "Example Datasets": [[3, null]], "Examples": [[24, null]], "Examples using mne_nirs.channels.get_long_channels": [[43, "examples-using-mne-nirs-channels-get-long-channels"]], "Examples using mne_nirs.channels.get_short_channels": [[44, "examples-using-mne-nirs-channels-get-short-channels"]], "Examples using 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mne_nirs.experimental_design.make_first_level_design_matrix": [[56, "examples-using-mne-nirs-experimental-design-make-first-level-design-matrix"]], "Examples using mne_nirs.io.fold_channel_specificity": [[57, "examples-using-mne-nirs-io-fold-channel-specificity"]], "Examples using mne_nirs.io.fold_landmark_specificity": [[58, "examples-using-mne-nirs-io-fold-landmark-specificity"]], "Examples using mne_nirs.io.read_snirf_aux_data": [[59, "examples-using-mne-nirs-io-read-snirf-aux-data"]], "Examples using mne_nirs.io.write_raw_snirf": [[60, "examples-using-mne-nirs-io-write-raw-snirf"]], "Examples using mne_nirs.preprocessing.peak_power": [[61, "examples-using-mne-nirs-preprocessing-peak-power"]], "Examples using mne_nirs.preprocessing.quantify_mayer_fooof": [[62, "examples-using-mne-nirs-preprocessing-quantify-mayer-fooof"]], "Examples using mne_nirs.preprocessing.scalp_coupling_index_windowed": [[63, "examples-using-mne-nirs-preprocessing-scalp-coupling-index-windowed"]], "Examples 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Selection": [[22, null]], "Importing Data From fNIRS Devices": [[2, null]], "Include auxiliary data in design matrix": [[19, "include-auxiliary-data-in-design-matrix"]], "Inclusion in Design matrix": [[9, "inclusion-in-design-matrix"]], "Individual analysis procedures": [[7, null], [11, null]], "Input/Output": [[0, "input-output"]], "Installation": [[77, "installation"]], "Introduced Noise": [[15, "introduced-noise"]], "Load auxiliary data": [[19, "load-auxiliary-data"]], "Loading legacy data in CSV or TSV format": [[2, "loading-legacy-data-in-csv-or-tsv-format"]], "MNE equivalent of Homer script": [[26, "mne-equivalent-of-homer-script"]], "MNE equivalent of nirs-toolbox script": [[27, "mne-equivalent-of-nirs-toolbox-script"]], "MNE-NIRS": [[0, "module-mne_nirs.io"], [0, "id3"], [77, null]], "MNE-Python": [[0, "id1"], [0, "id2"]], "Mayer Wave Parametrisation": [[17, null]], "Migrating from Homer to MNE": [[26, null]], "Migrating from nirs-toolbox to MNE": [[27, null]], "Migrating from 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region of interest": [[20, "plot-sensor-channels-and-anatomical-region-of-interest"]], "Plot standard fNIRS response image": [[10, "plot-standard-fnirs-response-image"], [22, "plot-standard-fnirs-response-image"]], "Plot surface projection of GLM results": [[20, "plot-surface-projection-of-glm-results"]], "Plot the response from a single condition": [[8, "plot-the-response-from-a-single-condition"]], "Plot the response with confidence intervals": [[8, "plot-the-response-with-confidence-intervals"]], "Polynomial Drift Regressors": [[9, "polynomial-drift-regressors"]], "Preprocess NIRS data": [[6, "preprocess-nirs-data"], [19, "preprocess-nirs-data"]], "Preprocess fNIRS data": [[20, "preprocess-fnirs-data"]], "Preprocessing": [[0, "preprocessing"]], "Process data with FOOOF": [[17, "process-data-with-fooof"]], "Providing more meaningful annotation information": [[10, "providing-more-meaningful-annotation-information"]], "Read Gowerlabs LUMO data": [[4, null]], "Read back SNIRF file": [[12, "read-back-snirf-file"]], "References": [[14, "references"]], "Regressor Computation": [[9, "regressor-computation"]], "Relating Responses to Brain Landmarks": [[7, "relating-responses-to-brain-landmarks"]], "Relevant literature": [[6, null], [6, null], [6, null], [6, null], [6, null], [7, null], [7, null], [7, null], [11, null], [11, null], [15, null], [19, null], [22, null]], "Reload results and extract summary statistics": [[21, "reload-results-and-extract-summary-statistics"]], "Removing heart rate from signal": [[10, "removing-heart-rate-from-signal"]], "Removing heart rate from signal (BAD DONT COPY)": [[22, "removing-heart-rate-from-signal-bad-dont-copy"]], "Requires MNE-BIDS fNIRS branch": [[18, null]], "Research question 1: Comparison of conditions": [[11, "research-question-1-comparison-of-conditions"]], "Research question 2: Are responses larger on the contralateral side to tapping?": [[11, "research-question-2-are-responses-larger-on-the-contralateral-side-to-tapping"]], "Run analysis": [[8, "run-analysis"]], "Run analysis and save to disk": [[21, "run-analysis-and-save-to-disk"]], "Run analysis on all data": [[11, "run-analysis-on-all-data"]], "Run analysis on all participants": [[7, "run-analysis-on-all-participants"], [18, "run-analysis-on-all-participants"]], "Run group-level model": [[8, "run-group-level-model"]], "SCI evaluated over entire signal": [[15, "sci-evaluated-over-entire-signal"]], "SCI evaluated over initial segment of signal": [[15, "sci-evaluated-over-initial-segment-of-signal"]], "SCI evaluated over moving window": [[15, "sci-evaluated-over-moving-window"]], "SNIRF (.snirf)": [[2, "snirf-snirf"]], "SNIRF Support in MNE": [[12, null]], "Save and load GLM results": [[21, null]], "Scalp Coupling Index": [[15, "scalp-coupling-index"]], "Second level analysis": [[0, "second-level-analysis"]], "Second level analysis with covariates": [[7, 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\ No newline at end of file
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"Compare tapping of left and right hands": [[10, "compare-tapping-of-left-and-right-hands"]], "Computation times": [[23, null], [28, null], [29, null], [78, null]], "Compute contrasts": [[6, "compute-contrasts"]], "Compute group level results": [[7, "compute-group-level-results"]], "Conclusion": [[7, "conclusion"], [15, "conclusion"], [17, "conclusion"], [18, "conclusion"], [19, "conclusion"]], "Conclusion?": [[5, "conclusion"]], "Continuous Wave Devices": [[2, "continuous-wave-devices"]], "Contrasts": [[7, "contrasts"]], "Convert signal to optical density and apply TDDR": [[26, "convert-signal-to-optical-density-and-apply-tddr"]], "Convert to haemoglobin concentration": [[26, "convert-to-haemoglobin-concentration"]], "Convert to optical density and motion correct": [[26, "convert-to-optical-density-and-motion-correct"]], "Converting from optical density to haemoglobin": [[10, "converting-from-optical-density-to-haemoglobin"], [22, "converting-from-optical-density-to-haemoglobin"]], "Converting from raw intensity to optical density": [[10, "converting-from-raw-intensity-to-optical-density"], [22, "converting-from-raw-intensity-to-optical-density"]], "Coregister Optodes to Template Head": [[4, "coregister-optodes-to-template-head"]], "Cortical Surface Projections": [[7, "cortical-surface-projections"]], "Cosine Drift Regressors": [[9, "cosine-drift-regressors"]], "Create average waveform per ROI": [[11, "create-average-waveform-per-roi"]], "Create design matrix": [[5, "create-design-matrix"], [6, "create-design-matrix"], [19, "create-design-matrix"]], "Custom Data Import": [[2, "custom-data-import"]], "Datasets": [[0, "datasets"]], "Decoding Analysis": [[18, null]], "Define FIR analysis": [[8, "define-fir-analysis"]], "Define individual analysis": [[7, "define-individual-analysis"], [11, "define-individual-analysis"], [18, "define-individual-analysis"], [21, "define-individual-analysis"]], "Derivative and dispersion terms": [[9, null]], "Determine true and false positive rates": [[6, "determine-true-and-false-positive-rates"]], "Differences between toolboxes": [[27, "differences-between-toolboxes"]], "Discussion": [[16, "discussion"]], "Download annotation information": [[20, "download-annotation-information"]], "Download example data": [[20, "download-example-data"]], "Download example fNIRS data": [[20, "download-example-fnirs-data"]], "Drift Regressors": [[9, "drift-regressors"]], "Estimate response on clean data": [[5, "estimate-response-on-clean-data"]], "Evaluating the quality of the data": [[10, "evaluating-the-quality-of-the-data"]], "Examine expected response": [[6, "examine-expected-response"]], "Example Datasets": [[3, null]], "Examples": [[24, null]], "Examples using mne_nirs.channels.get_long_channels": [[43, "examples-using-mne-nirs-channels-get-long-channels"]], "Examples using mne_nirs.channels.get_short_channels": [[44, "examples-using-mne-nirs-channels-get-short-channels"]], "Examples using mne_nirs.channels.picks_pair_to_idx": [[49, "examples-using-mne-nirs-channels-picks-pair-to-idx"]], "Examples using mne_nirs.datasets.audio_or_visual_speech.data_path": [[50, "examples-using-mne-nirs-datasets-audio-or-visual-speech-data-path"]], "Examples using mne_nirs.datasets.block_speech_noise.data_path": [[51, "examples-using-mne-nirs-datasets-block-speech-noise-data-path"]], "Examples using mne_nirs.datasets.fnirs_motor_group.data_path": [[52, "examples-using-mne-nirs-datasets-fnirs-motor-group-data-path"]], "Examples using mne_nirs.experimental_design.create_boxcar": [[53, "examples-using-mne-nirs-experimental-design-create-boxcar"]], "Examples using mne_nirs.experimental_design.drift_high_pass": [[54, "examples-using-mne-nirs-experimental-design-drift-high-pass"]], "Examples using mne_nirs.experimental_design.longest_inter_annotation_interval": [[55, "examples-using-mne-nirs-experimental-design-longest-inter-annotation-interval"]], "Examples using 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using mne_nirs.signal_enhancement.enhance_negative_correlation": [[64, "examples-using-mne-nirs-signal-enhancement-enhance-negative-correlation"]], "Examples using mne_nirs.signal_enhancement.short_channel_regression": [[65, "examples-using-mne-nirs-signal-enhancement-short-channel-regression"]], "Examples using mne_nirs.simulation.simulate_nirs_raw": [[66, "examples-using-mne-nirs-simulation-simulate-nirs-raw"]], "Examples using mne_nirs.statistics.ContrastResults": [[67, "examples-using-mne-nirs-statistics-contrastresults"]], "Examples using mne_nirs.statistics.RegressionResults": [[68, "examples-using-mne-nirs-statistics-regressionresults"]], "Examples using mne_nirs.statistics.read_glm": [[69, "examples-using-mne-nirs-statistics-read-glm"]], "Examples using mne_nirs.statistics.run_glm": [[70, "examples-using-mne-nirs-statistics-run-glm"]], "Examples using mne_nirs.statistics.statsmodels_to_results": [[71, "examples-using-mne-nirs-statistics-statsmodels-to-results"]], "Examples using mne_nirs.visualisation.plot_3d_montage": [[72, "examples-using-mne-nirs-visualisation-plot-3d-montage"]], "Examples using mne_nirs.visualisation.plot_glm_group_topo": [[73, "examples-using-mne-nirs-visualisation-plot-glm-group-topo"]], "Examples using mne_nirs.visualisation.plot_glm_surface_projection": [[74, "examples-using-mne-nirs-visualisation-plot-glm-surface-projection"]], "Examples using mne_nirs.visualisation.plot_nirs_source_detector": [[75, "examples-using-mne-nirs-visualisation-plot-nirs-source-detector"]], "Examples using mne_nirs.visualisation.plot_timechannel_quality_metric": [[76, "examples-using-mne-nirs-visualisation-plot-timechannel-quality-metric"]], "Experimental Design": [[0, "module-mne_nirs.experimental_design"]], "Export Results": [[6, "export-results"]], "Extract epochs": [[10, "extract-epochs"], [22, "extract-epochs"]], "Extract epochs with no additional processing": [[13, "extract-epochs-with-no-additional-processing"]], "Extract evoked amplitude": 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-    <title>Computation times &#8212; MNE-NIRS 0.8.0.dev26+g7bafe02 documentation</title>
+    <title>Computation times &#8212; MNE-NIRS 0.8.0.dev27+g85c2daa documentation</title>
   
   
   
@@ -39,7 +39,7 @@
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@@ -383,7 +383,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>05:38.517</strong> total execution time for 23 files <strong>from all galleries</strong>:</p>
+<p><strong>05:24.348</strong> total execution time for 23 files <strong>from all galleries</strong>:</p>
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@@ -405,92 +405,92 @@
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 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/general/plot_70_visualise_brain.html#sphx-glr-auto-examples-general-plot-70-visualise-brain-py"><span class="std std-ref">Utilising Anatomical Information</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/general/plot_70_visualise_brain.py</span></code>)</p></td>
-<td><p>00:37.618</p></td>
-<td><p>464.9</p></td>
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-<td><p>00:35.794</p></td>
-<td><p>585.0</p></td>
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-<td><p>00:33.316</p></td>
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-<td><p>00:29.395</p></td>
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 <td><p>447.7</p></td>
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-<td><p>856.1</p></td>
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 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/general/plot_13_fir_glm.html#sphx-glr-auto-examples-general-plot-13-fir-glm-py"><span class="std std-ref">GLM FIR Analysis</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/general/plot_13_fir_glm.py</span></code>)</p></td>
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-<td><p>00:10.182</p></td>
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-<td><p>00:07.715</p></td>
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-<td><p>00:07.081</p></td>
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-<td><p>00:05.465</p></td>
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@@ -562,7 +562,7 @@
   
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+        <div class="footer-item"><p class="text-center text-muted small">&copy; Copyright 2012–2024, MNE Developers. Last updated <time datetime="2024-11-19T15:38:51.023939+00:00" class="localized">2024-11-19 15:38 UTC</time>
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