update

docs/_sources/reference/ice.anomaly_detection.models.rst.txt

@@ -1,22 +1,20 @@
-ice.anomaly\_detection.models package
-=====================================
+Anomaly detection models
+========================
 
-Submodules
-----------
+BaseAnomalyDetection
+--------------------
 
-ice.anomaly\_detection.models.autoencoder module
-------------------------------------------------
-
-.. automodule:: ice.anomaly_detection.models.autoencoder
+.. automodule:: ice.anomaly_detection.models.base
    :members:
    :undoc-members:
    :show-inheritance:
 
-ice.anomaly\_detection.models.base module
------------------------------------------
+AutoEncoderMLP
+--------------
 
-.. automodule:: ice.anomaly_detection.models.base
+.. automodule:: ice.anomaly_detection.models.autoencoder
    :members:
    :undoc-members:
    :show-inheritance:
 
+

docs/_sources/reference/ice.fault_diagnosis.models.rst.txt

@@ -1,27 +1,24 @@
-ice.fault\_diagnosis.models package
-===================================
+Fault diagnosis models
+======================
 
-Submodules
-----------
-
-ice.fault\_diagnosis.models.base module
----------------------------------------
+BaseFaultDiagnosis
+------------------
 
 .. automodule:: ice.fault_diagnosis.models.base
    :members:
    :undoc-members:
    :show-inheritance:
 
-ice.fault\_diagnosis.models.mlp module
---------------------------------------
+MLP
+---
 
 .. automodule:: ice.fault_diagnosis.models.mlp
    :members:
    :undoc-members:
    :show-inheritance:
 
-ice.fault\_diagnosis.models.tcn module
---------------------------------------
+TCN
+---
 
 .. automodule:: ice.fault_diagnosis.models.tcn
    :members:

docs/_sources/reference/ice.health_index_estimation.models.rst.txt

@@ -1,19 +1,16 @@
-ice.health\_index\_estimation.models package
-============================================
+Remaining useful life models
+============================
 
-Submodules
-----------
-
-ice.health\_index\_estimation.models.base module
-------------------------------------------------
+BaseRemainingUsefulLifeEstimation
+---------------------------------
 
 .. automodule:: ice.health_index_estimation.models.base
    :members:
    :undoc-members:
    :show-inheritance:
 
-ice.health\_index\_estimation.models.mlp module
------------------------------------------------
+MLP
+---
 
 .. automodule:: ice.health_index_estimation.models.mlp
    :members:

docs/_sources/reference/ice.health_index_estimation.rst.txt

@@ -7,7 +7,7 @@ Models
 .. toctree::
    :maxdepth: 4
 
-   ice.health_index_estimation.models
+   Models<ice.health_index_estimation.models>
 
 
 HI datasets

docs/_sources/reference/ice.remaining_useful_life_estimation.models.rst.txt

@@ -1,19 +1,16 @@
-ice.remaining\_useful\_life\_estimation.models package
-======================================================
+Health index models
+===================
 
-Submodules
-----------
-
-ice.remaining\_useful\_life\_estimation.models.base module
-----------------------------------------------------------
+BaseHealthIndexEstimation
+-------------------------
 
 .. automodule:: ice.remaining_useful_life_estimation.models.base
    :members:
    :undoc-members:
    :show-inheritance:
 
-ice.remaining\_useful\_life\_estimation.models.mlp module
----------------------------------------------------------
+MLP
+---
 
 .. automodule:: ice.remaining_useful_life_estimation.models.mlp
    :members:

docs/reference/ice.anomaly_detection.html

@@ -49,8 +49,8 @@
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/ice.anomaly_detection';</script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="ice.anomaly_detection.models package" href="ice.anomaly_detection.models.html" />
-    <link rel="prev" title="ice.fault_diagnosis.models package" href="ice.fault_diagnosis.models.html" />
+    <link rel="next" title="Anomaly detection models" href="ice.anomaly_detection.models.html" />
+    <link rel="prev" title="Fault diagnosis models" href="ice.fault_diagnosis.models.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
   </head>
@@ -338,7 +338,7 @@
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="ice.health_index_estimation.html">Health index</a><input class="toctree-checkbox" id="toctree-checkbox-4" name="toctree-checkbox-4" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-4"><i class="fa-solid fa-chevron-down"></i></label><ul>
-<li class="toctree-l2"><a class="reference internal" href="ice.health_index_estimation.models.html">ice.health_index_estimation.models package</a></li>
+<li class="toctree-l2"><a class="reference internal" href="ice.health_index_estimation.models.html">Models</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="ice.configs.html">Configs</a></li>
@@ -406,20 +406,19 @@ <h2>Models<a class="headerlink" href="#models" title="Permalink to this heading"
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="ice.anomaly_detection.models.html">Models</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="ice.anomaly_detection.models.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="ice.anomaly_detection.models.html#module-ice.anomaly_detection.models.autoencoder">ice.anomaly_detection.models.autoencoder module</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.AutoEncoderMLP"><code class="docutils literal notranslate"><span class="pre">AutoEncoderMLP</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.MLP"><code class="docutils literal notranslate"><span class="pre">MLP</span></code></a><ul>
-<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.MLP.forward"><code class="docutils literal notranslate"><span class="pre">MLP.forward()</span></code></a></li>
-<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.MLP.training"><code class="docutils literal notranslate"><span class="pre">MLP.training</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="ice.anomaly_detection.models.html#module-ice.anomaly_detection.models.base">BaseAnomalyDetection</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.base.BaseAnomalyDetection"><code class="docutils literal notranslate"><span class="pre">BaseAnomalyDetection</span></code></a><ul>
+<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.base.BaseAnomalyDetection.evaluate"><code class="docutils literal notranslate"><span class="pre">BaseAnomalyDetection.evaluate()</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.base.BaseAnomalyDetection.fit"><code class="docutils literal notranslate"><span class="pre">BaseAnomalyDetection.fit()</span></code></a></li>
 </ul>
 </li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="ice.anomaly_detection.models.html#module-ice.anomaly_detection.models.base">ice.anomaly_detection.models.base module</a><ul>
-<li class="toctree-l3"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.base.BaseAnomalyDetection"><code class="docutils literal notranslate"><span class="pre">BaseAnomalyDetection</span></code></a><ul>
-<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.base.BaseAnomalyDetection.evaluate"><code class="docutils literal notranslate"><span class="pre">BaseAnomalyDetection.evaluate()</span></code></a></li>
-<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.base.BaseAnomalyDetection.fit"><code class="docutils literal notranslate"><span class="pre">BaseAnomalyDetection.fit()</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="ice.anomaly_detection.models.html#module-ice.anomaly_detection.models.autoencoder">AutoEncoderMLP</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.AutoEncoderMLP"><code class="docutils literal notranslate"><span class="pre">AutoEncoderMLP</span></code></a></li>
+<li class="toctree-l3"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.MLP"><code class="docutils literal notranslate"><span class="pre">MLP</span></code></a><ul>
+<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.MLP.forward"><code class="docutils literal notranslate"><span class="pre">MLP.forward()</span></code></a></li>
+<li class="toctree-l4"><a class="reference internal" href="ice.anomaly_detection.models.html#ice.anomaly_detection.models.autoencoder.MLP.training"><code class="docutils literal notranslate"><span class="pre">MLP.training</span></code></a></li>
 </ul>
 </li>
 </ul>
@@ -518,15 +517,15 @@ <h2>Models<a class="headerlink" href="#models" title="Permalink to this heading"
       <i class="fa-solid fa-angle-left"></i>
       <div class="prev-next-info">
         <p class="prev-next-subtitle">previous</p>
-        <p class="prev-next-title">ice.fault_diagnosis.models package</p>
+        <p class="prev-next-title">Fault diagnosis models</p>
       </div>
     </a>
     <a class="right-next"
        href="ice.anomaly_detection.models.html"
        title="next page">
       <div class="prev-next-info">
         <p class="prev-next-subtitle">next</p>
-        <p class="prev-next-title">ice.anomaly_detection.models package</p>
+        <p class="prev-next-title">Anomaly detection models</p>
       </div>
       <i class="fa-solid fa-angle-right"></i>
     </a>