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diff --git a/.DS_Store b/.DS_Store
diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 1dc543534414b919015ce9b4e0776d5e
+config: a9dcbbd2ff800ea15efb527b1f817116
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/.doctrees/activations.doctree b/.doctrees/activations.doctree
diff --git a/.doctrees/arg.doctree b/.doctrees/arg.doctree
diff --git a/.doctrees/blocks.doctree b/.doctrees/blocks.doctree
diff --git a/.doctrees/bounds.doctree b/.doctrees/bounds.doctree
diff --git a/.doctrees/callbacks.doctree b/.doctrees/callbacks.doctree
diff --git a/.doctrees/component.doctree b/.doctrees/component.doctree
diff --git a/.doctrees/constraint.doctree b/.doctrees/constraint.doctree
diff --git a/.doctrees/dataset.doctree b/.doctrees/dataset.doctree
diff --git a/.doctrees/dynamics.doctree b/.doctrees/dynamics.doctree
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/estimators.doctree b/.doctrees/estimators.doctree
diff --git a/.doctrees/gnn.doctree b/.doctrees/gnn.doctree
diff --git a/.doctrees/gradients.doctree b/.doctrees/gradients.doctree
diff --git a/.doctrees/index.doctree b/.doctrees/index.doctree
diff --git a/.doctrees/integrators.doctree b/.doctrees/integrators.doctree
diff --git a/.doctrees/interpolation.doctree b/.doctrees/interpolation.doctree
diff --git a/.doctrees/loggers.doctree b/.doctrees/loggers.doctree
diff --git a/.doctrees/loss.doctree b/.doctrees/loss.doctree
diff --git a/.doctrees/maps.doctree b/.doctrees/maps.doctree
diff --git a/.doctrees/modules.doctree b/.doctrees/modules.doctree
diff --git a/.doctrees/neuromancer.doctree b/.doctrees/neuromancer.doctree
diff --git a/.doctrees/neuromancer.dynamics.doctree b/.doctrees/neuromancer.dynamics.doctree
diff --git a/.doctrees/neuromancer.modules.doctree b/.doctrees/neuromancer.modules.doctree
diff --git a/.doctrees/neuromancer.psl.doctree b/.doctrees/neuromancer.psl.doctree
diff --git a/.doctrees/neuromancer.slim.butterfly.doctree b/.doctrees/neuromancer.slim.butterfly.doctree
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diff --git a/.doctrees/ode.doctree b/.doctrees/ode.doctree
diff --git a/.doctrees/operators.doctree b/.doctrees/operators.doctree
diff --git a/.doctrees/physics.doctree b/.doctrees/physics.doctree
diff --git a/.doctrees/plot.doctree b/.doctrees/plot.doctree
diff --git a/.doctrees/problem.doctree b/.doctrees/problem.doctree
diff --git a/.doctrees/pwa_maps.doctree b/.doctrees/pwa_maps.doctree
diff --git a/.doctrees/readme_rst.doctree b/.doctrees/readme_rst.doctree
diff --git a/.doctrees/rnn.doctree b/.doctrees/rnn.doctree
diff --git a/.doctrees/simulator.doctree b/.doctrees/simulator.doctree
diff --git a/.doctrees/simulators.doctree b/.doctrees/simulators.doctree
diff --git a/.doctrees/solvers.doctree b/.doctrees/solvers.doctree
diff --git a/.doctrees/trainer.doctree b/.doctrees/trainer.doctree
diff --git a/.doctrees/visuals.doctree b/.doctrees/visuals.doctree
diff --git a/doctrees/activations.doctree b/doctrees/activations.doctree
diff --git a/doctrees/arg.doctree b/doctrees/arg.doctree
diff --git a/doctrees/blocks.doctree b/doctrees/blocks.doctree
diff --git a/doctrees/bounds.doctree b/doctrees/bounds.doctree
diff --git a/doctrees/callbacks.doctree b/doctrees/callbacks.doctree
diff --git a/doctrees/component.doctree b/doctrees/component.doctree
diff --git a/doctrees/constraint.doctree b/doctrees/constraint.doctree
diff --git a/doctrees/dataset.doctree b/doctrees/dataset.doctree
diff --git a/doctrees/dynamics.doctree b/doctrees/dynamics.doctree
diff --git a/doctrees/environment.pickle b/doctrees/environment.pickle
diff --git a/doctrees/estimators.doctree b/doctrees/estimators.doctree
diff --git a/doctrees/gnn.doctree b/doctrees/gnn.doctree
diff --git a/doctrees/gradients.doctree b/doctrees/gradients.doctree
diff --git a/doctrees/index.doctree b/doctrees/index.doctree
diff --git a/doctrees/integrators.doctree b/doctrees/integrators.doctree
diff --git a/doctrees/interpolation.doctree b/doctrees/interpolation.doctree
diff --git a/doctrees/loggers.doctree b/doctrees/loggers.doctree
diff --git a/doctrees/loss.doctree b/doctrees/loss.doctree
diff --git a/doctrees/maps.doctree b/doctrees/maps.doctree
diff --git a/doctrees/modules.doctree b/doctrees/modules.doctree
diff --git a/doctrees/neuromancer.doctree b/doctrees/neuromancer.doctree
diff --git a/doctrees/neuromancer.dynamics.doctree b/doctrees/neuromancer.dynamics.doctree
diff --git a/doctrees/neuromancer.modules.doctree b/doctrees/neuromancer.modules.doctree
diff --git a/doctrees/neuromancer.psl.doctree b/doctrees/neuromancer.psl.doctree
diff --git a/doctrees/neuromancer.slim.butterfly.doctree b/doctrees/neuromancer.slim.butterfly.doctree
diff --git a/doctrees/neuromancer.slim.doctree b/doctrees/neuromancer.slim.doctree
diff --git a/doctrees/ode.doctree b/doctrees/ode.doctree
diff --git a/doctrees/operators.doctree b/doctrees/operators.doctree
diff --git a/doctrees/physics.doctree b/doctrees/physics.doctree
diff --git a/doctrees/plot.doctree b/doctrees/plot.doctree
diff --git a/doctrees/problem.doctree b/doctrees/problem.doctree
diff --git a/doctrees/pwa_maps.doctree b/doctrees/pwa_maps.doctree
diff --git a/doctrees/readme_rst.doctree b/doctrees/readme_rst.doctree
diff --git a/doctrees/rnn.doctree b/doctrees/rnn.doctree
diff --git a/doctrees/simulator.doctree b/doctrees/simulator.doctree
diff --git a/doctrees/simulators.doctree b/doctrees/simulators.doctree
diff --git a/doctrees/solvers.doctree b/doctrees/solvers.doctree
diff --git a/doctrees/trainer.doctree b/doctrees/trainer.doctree
diff --git a/doctrees/visuals.doctree b/doctrees/visuals.doctree
diff --git a/genindex.html b/genindex.html
@@ -75,36 +75,8 @@
 <h1 id="index">Index</h1>
 
 <div class="genindex-jumpbox">
- <a href="#M"><strong>M</strong></a>
- | <a href="#N"><strong>N</strong></a>
 
 </div>
-<h2 id="M">M</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li>
- module
-
- <ul>
- <li><a href="neuromancer.html#module-neuromancer">neuromancer</a>, <a href="source/neuromancer.html#module-neuromancer">[1]</a>
-</li>
- </ul></li>
- </ul></td>
-</tr></table>
-
-<h2 id="N">N</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li>
- neuromancer
-
- <ul>
- <li><a href="neuromancer.html#module-neuromancer">module</a>, <a href="source/neuromancer.html#module-neuromancer">[1]</a>
-</li>
- </ul></li>
- </ul></td>
-</tr></table>
-
 
 
  </div>

diff --git a/html/.buildinfo b/html/.buildinfo
@@ -0,0 +1,4 @@
+# Sphinx build info version 1
+# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: 6f85d9628ed1b1b34af9e91a79d5f500
+tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/html/.nojekyll b/html/.nojekyll
diff --git a/html/_images/class_diagram.png b/html/_images/class_diagram.png
diff --git a/html/_modules/index.html b/html/_modules/index.html
@@ -0,0 +1,141 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+ <meta charset="utf-8" />
+ <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+ <title>Overview: module code &mdash; Neuromancer 1.4.2 documentation</title>
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+ <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
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+ <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+ <div itemprop="articleBody">
+
+ <h1>All modules for which code is available</h1>
+<ul><li><a href="neuromancer/arg.html">neuromancer.arg</a></li>
+<li><a href="neuromancer/callbacks.html">neuromancer.callbacks</a></li>
+<li><a href="neuromancer/constraint.html">neuromancer.constraint</a></li>
+<li><a href="neuromancer/dataset.html">neuromancer.dataset</a></li>
+<li><a href="neuromancer/dynamics/integrators.html">neuromancer.dynamics.integrators</a></li>
+<li><a href="neuromancer/dynamics/interpolation.html">neuromancer.dynamics.interpolation</a></li>
+<li><a href="neuromancer/dynamics/ode.html">neuromancer.dynamics.ode</a></li>
+<li><a href="neuromancer/dynamics/physics.html">neuromancer.dynamics.physics</a></li>
+<li><a href="neuromancer/gradients.html">neuromancer.gradients</a></li>
+<li><a href="neuromancer/loggers.html">neuromancer.loggers</a></li>
+<li><a href="neuromancer/loss.html">neuromancer.loss</a></li>
+<li><a href="neuromancer/modules/activations.html">neuromancer.modules.activations</a></li>
+<li><a href="neuromancer/modules/blocks.html">neuromancer.modules.blocks</a></li>
+<li><a href="neuromancer/modules/functions.html">neuromancer.modules.functions</a></li>
+<li><a href="neuromancer/modules/rnn.html">neuromancer.modules.rnn</a></li>
+<li><a href="neuromancer/modules/solvers.html">neuromancer.modules.solvers</a></li>
+<li><a href="neuromancer/plot.html">neuromancer.plot</a></li>
+<li><a href="neuromancer/problem.html">neuromancer.problem</a></li>
+<li><a href="neuromancer/psl/autonomous.html">neuromancer.psl.autonomous</a></li>
+<li><a href="neuromancer/psl/base.html">neuromancer.psl.base</a></li>
+<li><a href="neuromancer/psl/building_envelope.html">neuromancer.psl.building_envelope</a></li>
+<li><a href="neuromancer/psl/coupled_systems.html">neuromancer.psl.coupled_systems</a></li>
+<li><a href="neuromancer/psl/file_emulator.html">neuromancer.psl.file_emulator</a></li>
+<li><a href="neuromancer/psl/nonautonomous.html">neuromancer.psl.nonautonomous</a></li>
+<li><a href="neuromancer/psl/norms.html">neuromancer.psl.norms</a></li>
+<li><a href="neuromancer/psl/perturb.html">neuromancer.psl.perturb</a></li>
+<li><a href="neuromancer/psl/plot.html">neuromancer.psl.plot</a></li>
+<li><a href="neuromancer/psl/signals.html">neuromancer.psl.signals</a></li>
+<li><a href="neuromancer/psl/system_emulator.html">neuromancer.psl.system_emulator</a></li>
+<li><a href="neuromancer/slim/butterfly/butterfly.html">neuromancer.slim.butterfly.butterfly</a></li>
+<li><a href="neuromancer/slim/butterfly/butterfly_multiply.html">neuromancer.slim.butterfly.butterfly_multiply</a></li>
+<li><a href="neuromancer/slim/butterfly/complex_utils.html">neuromancer.slim.butterfly.complex_utils</a></li>
+<li><a href="neuromancer/slim/butterfly/permutation.html">neuromancer.slim.butterfly.permutation</a></li>
+<li><a href="neuromancer/slim/butterfly/permutation_multiply.html">neuromancer.slim.butterfly.permutation_multiply</a></li>
+<li><a href="neuromancer/slim/butterfly/utils.html">neuromancer.slim.butterfly.utils</a></li>
+<li><a href="neuromancer/slim/linear.html">neuromancer.slim.linear</a></li>
+<li><a href="neuromancer/slim/rnn.html">neuromancer.slim.rnn</a></li>
+<li><a href="neuromancer/system.html">neuromancer.system</a></li>
+<li><a href="neuromancer/trainer.html">neuromancer.trainer</a></li>
+</ul>
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