diff --git a/doc/api.rst b/doc/api.rst
index 0737571c..a79550c9 100644
--- a/doc/api.rst
+++ b/doc/api.rst
@@ -7,8 +7,7 @@ API Reference
     api/preprocess
     api/detect
     api/cluster
-    api/templates
-    api/deconvolute
+    api/deconvolve
     api/geometry
     api/batch
     api/augment
diff --git a/doc/api/deconvolute.rst b/doc/api/deconvolute.rst
deleted file mode 100644
index 75eb006c..00000000
--- a/doc/api/deconvolute.rst
+++ /dev/null
@@ -1,5 +0,0 @@
-Deconvolute
-===========
-
-.. automodule:: yass.deconvolute
-    :members:
\ No newline at end of file
diff --git a/doc/api/deconvolve.rst b/doc/api/deconvolve.rst
new file mode 100644
index 00000000..7f2e6d44
--- /dev/null
+++ b/doc/api/deconvolve.rst
@@ -0,0 +1,4 @@
+Deconvolve
+==========
+
+WIP
diff --git a/doc/api/templates.rst b/doc/api/templates.rst
deleted file mode 100644
index 88352895..00000000
--- a/doc/api/templates.rst
+++ /dev/null
@@ -1,5 +0,0 @@
-Templates
-=========
-
-.. automodule:: yass.templates
-    :members:
\ No newline at end of file
diff --git a/doc/blocks.rst b/doc/blocks.rst
index 3f9baaf8..c77c899b 100644
--- a/doc/blocks.rst
+++ b/doc/blocks.rst
@@ -64,11 +64,6 @@ Cluster
 
 See :doc:`api/cluster` for details.
 
-Templates
----------
-
-See :doc:`api/templates` for details.
-
 
 Deconvolve
 ----------
@@ -89,4 +84,4 @@ Deconvolve
     }
 
 
-See :doc:`api/deconvolute` for details.
+See :doc:`api/deconvolve` for details.
diff --git a/doc/index.rst b/doc/index.rst
index 9644d950..d6f2fb49 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -7,6 +7,9 @@
 .. include:: ../README.rst
 
 
+Note: this documentation is outdated.
+
+
 Contents
 ========