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diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.doctree b/.doctrees/python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.doctree
diff --git a/.doctrees/python-api/generated/pyjuice.nodes.distributions.Gaussian.doctree b/.doctrees/python-api/generated/pyjuice.nodes.distributions.Gaussian.doctree
diff --git a/.doctrees/python-api/generated/pyjuice.nodes.distributions.MaskedCategorical.doctree b/.doctrees/python-api/generated/pyjuice.nodes.distributions.MaskedCategorical.doctree
diff --git a/.doctrees/python-api/nodes.doctree b/.doctrees/python-api/nodes.doctree
diff --git a/_sources/python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.rst.txt b/_sources/python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.rst.txt
@@ -0,0 +1,22 @@
+pyjuice.nodes.distributions.DiscreteLogistic
+============================================
+
+.. currentmodule:: pyjuice.nodes.distributions
+
+.. autoclass:: DiscreteLogistic
+
+
+   .. automethod:: __init__
+
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~DiscreteLogistic.need_meta_parameters
+
+
diff --git a/_sources/python-api/generated/pyjuice.nodes.distributions.Gaussian.rst.txt b/_sources/python-api/generated/pyjuice.nodes.distributions.Gaussian.rst.txt
@@ -0,0 +1,22 @@
+pyjuice.nodes.distributions.Gaussian
+====================================
+
+.. currentmodule:: pyjuice.nodes.distributions
+
+.. autoclass:: Gaussian
+
+
+   .. automethod:: __init__
+
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~Gaussian.need_meta_parameters
+
+
diff --git a/...rces/python-api/generated/pyjuice.nodes.distributions.MaskedCategorical.rst.txt b/...rces/python-api/generated/pyjuice.nodes.distributions.MaskedCategorical.rst.txt
@@ -0,0 +1,22 @@
+pyjuice.nodes.distributions.MaskedCategorical
+=============================================
+
+.. currentmodule:: pyjuice.nodes.distributions
+
+.. autoclass:: MaskedCategorical
+
+
+   .. automethod:: __init__
+
+
+
+
+
+
+   .. rubric:: Attributes
+
+   .. autosummary::
+
+      ~MaskedCategorical.need_meta_parameters
+
+
diff --git a/_sources/python-api/nodes.rst.txt b/_sources/python-api/nodes.rst.txt
@@ -33,4 +33,6 @@ Input Distributions
 
     distributions.Bernoulli
     distributions.Categorical
-
+    distributions.DiscreteLogistic
+    distributions.Gaussian
+    distributions.MaskedCategorical
diff --git a/genindex.html b/genindex.html
@@ -83,6 +83,7 @@ <h1 id="index">Index</h1>
  | <a href="#C"><strong>C</strong></a>
  | <a href="#D"><strong>D</strong></a>
  | <a href="#F"><strong>F</strong></a>
+ | <a href="#G"><strong>G</strong></a>
  | <a href="#I"><strong>I</strong></a>
  | <a href="#M"><strong>M</strong></a>
  | <a href="#P"><strong>P</strong></a>
@@ -98,6 +99,12 @@ <h2 id="_">_</h2>
 
       <ul>
         <li><a href="python-api/generated/pyjuice.nodes.distributions.Categorical.html#pyjuice.nodes.distributions.Categorical.__init__">(pyjuice.nodes.distributions.Categorical method)</a>
+</li>
+        <li><a href="python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.html#pyjuice.nodes.distributions.DiscreteLogistic.__init__">(pyjuice.nodes.distributions.DiscreteLogistic method)</a>
+</li>
+        <li><a href="python-api/generated/pyjuice.nodes.distributions.Gaussian.html#pyjuice.nodes.distributions.Gaussian.__init__">(pyjuice.nodes.distributions.Gaussian method)</a>
+</li>
+        <li><a href="python-api/generated/pyjuice.nodes.distributions.MaskedCategorical.html#pyjuice.nodes.distributions.MaskedCategorical.__init__">(pyjuice.nodes.distributions.MaskedCategorical method)</a>
 </li>
         <li><a href="python-api/generated/pyjuice.nodes.InputNodes.html#pyjuice.nodes.InputNodes.__init__">(pyjuice.nodes.InputNodes method)</a>
 </li>
@@ -141,6 +148,10 @@ <h2 id="D">D</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
       <li><a href="python-api/generated/pyjuice.deepcopy.html#pyjuice.deepcopy">deepcopy() (in module pyjuice)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.html#pyjuice.nodes.distributions.DiscreteLogistic">DiscreteLogistic (class in pyjuice.nodes.distributions)</a>
 </li>
   </ul></td>
 </tr></table>
@@ -159,6 +170,14 @@ <h2 id="F">F</h2>
   </ul></td>
 </tr></table>
 
+<h2 id="G">G</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="python-api/generated/pyjuice.nodes.distributions.Gaussian.html#pyjuice.nodes.distributions.Gaussian">Gaussian (class in pyjuice.nodes.distributions)</a>
+</li>
+  </ul></td>
+</tr></table>
+
 <h2 id="I">I</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
@@ -174,10 +193,12 @@ <h2 id="I">I</h2>
 <h2 id="M">M</h2>
 <table style="width: 100%" class="indextable genindextable"><tr>
   <td style="width: 33%; vertical-align: top;"><ul>
-      <li><a href="python-api/generated/pyjuice.merge.html#pyjuice.merge">merge() (in module pyjuice)</a>
+      <li><a href="python-api/generated/pyjuice.nodes.distributions.MaskedCategorical.html#pyjuice.nodes.distributions.MaskedCategorical">MaskedCategorical (class in pyjuice.nodes.distributions)</a>
 </li>
   </ul></td>
   <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="python-api/generated/pyjuice.merge.html#pyjuice.merge">merge() (in module pyjuice)</a>
+</li>
       <li><a href="python-api/generated/pyjuice.multiply.html#pyjuice.multiply">multiply() (in module pyjuice)</a>
 </li>
   </ul></td>

diff --git a/objects.inv b/objects.inv
diff --git a/python-api/generated/pyjuice.nodes.distributions.Bernoulli.html b/python-api/generated/pyjuice.nodes.distributions.Bernoulli.html
@@ -59,6 +59,9 @@
 </ul>
 </li>
 <li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.Categorical.html">pyjuice.nodes.distributions.Categorical</a></li>
+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.DiscreteLogistic.html">pyjuice.nodes.distributions.DiscreteLogistic</a></li>
+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.Gaussian.html">pyjuice.nodes.distributions.Gaussian</a></li>
+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.MaskedCategorical.html">pyjuice.nodes.distributions.MaskedCategorical</a></li>
 </ul>
 </li>
 </ul>

diff --git a/python-api/generated/pyjuice.nodes.distributions.Categorical.html b/python-api/generated/pyjuice.nodes.distributions.Categorical.html
@@ -21,7 +21,7 @@
     <script src="../../_static/js/theme.js"></script>
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
-    <link rel="next" title="pyjuice.TensorCircuit" href="../tensorcircuit.html" />
+    <link rel="next" title="pyjuice.nodes.distributions.DiscreteLogistic" href="pyjuice.nodes.distributions.DiscreteLogistic.html" />
     <link rel="prev" title="pyjuice.nodes.distributions.Bernoulli" href="pyjuice.nodes.distributions.Bernoulli.html" /> 
 </head>
 
@@ -59,6 +59,9 @@
 <li class="toctree-l4"><a class="reference internal" href="#pyjuice.nodes.distributions.Categorical"><code class="docutils literal notranslate"><span class="pre">Categorical</span></code></a></li>
 </ul>
 </li>
+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.DiscreteLogistic.html">pyjuice.nodes.distributions.DiscreteLogistic</a></li>
+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.Gaussian.html">pyjuice.nodes.distributions.Gaussian</a></li>
+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.MaskedCategorical.html">pyjuice.nodes.distributions.MaskedCategorical</a></li>
 </ul>
 </li>
 </ul>
@@ -124,7 +127,7 @@ <h1>pyjuice.nodes.distributions.Categorical<a class="headerlink" href="#pyjuice-
           </div>
           <footer><div class="rst-footer-buttons" role="navigation" aria-label="Footer">
         <a href="pyjuice.nodes.distributions.Bernoulli.html" class="btn btn-neutral float-left" title="pyjuice.nodes.distributions.Bernoulli" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left" aria-hidden="true"></span> Previous</a>
-        <a href="../tensorcircuit.html" class="btn btn-neutral float-right" title="pyjuice.TensorCircuit" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
+        <a href="pyjuice.nodes.distributions.DiscreteLogistic.html" class="btn btn-neutral float-right" title="pyjuice.nodes.distributions.DiscreteLogistic" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right" aria-hidden="true"></span></a>
     </div>
 
   <hr/>

diff --git a/python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.html b/python-api/generated/pyjuice.nodes.distributions.DiscreteLogistic.html
@@ -0,0 +1,160 @@
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+      <link rel="stylesheet" type="text/css" href="../../_static/pygments.css?v=80d5e7a1" />
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+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.Categorical.html">pyjuice.nodes.distributions.Categorical</a></li>
+<li class="toctree-l3 current"><a class="current reference internal" href="#">pyjuice.nodes.distributions.DiscreteLogistic</a><ul>
+<li class="toctree-l4"><a class="reference internal" href="#pyjuice.nodes.distributions.DiscreteLogistic"><code class="docutils literal notranslate"><span class="pre">DiscreteLogistic</span></code></a></li>
+</ul>
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+<li class="toctree-l3"><a class="reference internal" href="pyjuice.nodes.distributions.Gaussian.html">pyjuice.nodes.distributions.Gaussian</a></li>
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+  <section id="pyjuice-nodes-distributions-discretelogistic">
+<h1>pyjuice.nodes.distributions.DiscreteLogistic<a class="headerlink" href="#pyjuice-nodes-distributions-discretelogistic" title="Link to this heading"></a></h1>
+<dl class="py class">
+<dt class="sig sig-object py" id="pyjuice.nodes.distributions.DiscreteLogistic">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyjuice.nodes.distributions.</span></span><span class="sig-name descname"><span class="pre">DiscreteLogistic</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">val_range</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Tuple" title="(in Python v3.12)"><span class="pre">Tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><span class="pre">float</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><span class="pre">float</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_cats</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><span class="pre">int</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_std</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0.01</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#pyjuice.nodes.distributions.DiscreteLogistic" title="Link to this definition"></a></dt>
+<dd><p>A class representing Discrete Logistic distributions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>val_range</strong> (<em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a><em>,</em><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a><em>]</em>) – range of the values represented by the distribution</p></li>
+<li><p><strong>num_cats</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><em>int</em></a>) – number of categories</p></li>
+<li><p><strong>min_std</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><em>float</em></a>) – minimum standard deviation</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="pyjuice.nodes.distributions.DiscreteLogistic.__init__">
+<span class="sig-name descname"><span class="pre">__init__</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">val_range</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Tuple" title="(in Python v3.12)"><span class="pre">Tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><span class="pre">float</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><span class="pre">float</span></a><span class="p"><span class="pre">]</span></span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_cats</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.12)"><span class="pre">int</span></a></span></em>, <em class="sig-param"><span class="n"><span class="pre">min_std</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.12)"><span class="pre">float</span></a></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">0.01</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#pyjuice.nodes.distributions.DiscreteLogistic.__init__" title="Link to this definition"></a></dt>
+<dd></dd></dl>
+
+<p class="rubric">Attributes</p>
+<table class="autosummary longtable docutils align-default">
+<tbody>
+<tr class="row-odd"><td><p><code class="xref py py-obj docutils literal notranslate"><span class="pre">need_meta_parameters</span></code></p></td>
+<td><p>A flag indicating whether users need to pass in meta-parameters to the  constructor of InputNodes.</p></td>
+</tr>
+</tbody>
+</table>
+</dd></dl>
+
+</section>
+
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