Updated documentation

Signed-off-by: Nicola Vigano <nicola.vigano@cea.fr>

Author: Obi-Wan

docs/LICENSE.html

@@ -51,6 +51,7 @@
 <li class="toctree-l1"><a class="reference internal" href="geometry.html">Reconstruction geometry</a></li>
 <li class="toctree-l1"><a class="reference internal" href="physics_model.html">Physics</a></li>
 <li class="toctree-l1"><a class="reference internal" href="attenuation_tutorial.html">Attenuation correction</a></li>
+<li class="toctree-l1"><a class="reference internal" href="param_tuning.html">Hyperparameter Tuning</a></li>
 <li class="toctree-l1"><a class="reference internal" href="alignment_tools.html">Alignment</a></li>
 <li class="toctree-l1"><a class="reference internal" href="apidocs/index.html">API Reference</a></li>
 <li class="toctree-l1"><a class="reference internal" href="changelog.html">Changelog</a></li>

docs/_images/param-tuning_L-curve.png

@@ -50,6 +50,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../geometry.html">Reconstruction geometry</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../physics_model.html">Physics</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../attenuation_tutorial.html">Attenuation correction</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../param_tuning.html">Hyperparameter Tuning</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../alignment_tools.html">Alignment</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../apidocs/index.html">API Reference</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../changelog.html">Changelog</a></li>
@@ -80,31 +81,23 @@
            <div itemprop="articleBody">
 
   <h1>Source code for corrct</h1><div class="highlight"><pre>
-<span></span><span class="c1"># -*- coding: utf-8 -*-</span>
-
-<span class="sd">&quot;&quot;&quot;Top-level package for PyCorrectedEmissionCT.&quot;&quot;&quot;</span>
+<span></span><span class="sd">&quot;&quot;&quot;Top-level package for PyCorrectedEmissionCT.&quot;&quot;&quot;</span>
 
 <span class="kn">from</span><span class="w"> </span><span class="nn">importlib</span><span class="w"> </span><span class="kn">import</span> <span class="n">metadata</span>
 
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">alignment</span>  <span class="c1"># noqa: F401, F402</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">data_terms</span>  <span class="c1"># noqa: F401, F402</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">denoisers</span>  <span class="c1"># noqa: F401, F402</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">filters</span>  <span class="c1"># noqa: F401, F402</span>
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">models</span>  <span class="c1"># noqa: F401, F402</span>
-
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">operators</span>  <span class="c1"># noqa: F401, F402</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">param_tuning</span>  <span class="c1"># noqa: F401, F402</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">physics</span>  <span class="c1"># noqa: F401, F402</span>
+<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">processing</span>  <span class="c1"># noqa: F401, F402</span>
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">projectors</span>  <span class="c1"># noqa: F401, F402</span>
-
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">filters</span>  <span class="c1"># noqa: F401, F402</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">data_terms</span>  <span class="c1"># noqa: F401, F402</span>
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">regularizers</span>  <span class="c1"># noqa: F401, F402</span>
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">solvers</span>  <span class="c1"># noqa: F401, F402</span>
-
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">param_tuning</span>  <span class="c1"># noqa: F401, F402</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">processing</span>  <span class="c1"># noqa: F401, F402</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">denoisers</span>  <span class="c1"># noqa: F401, F402</span>
-
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">struct_illum</span>  <span class="c1"># noqa: F401, F402</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">alignment</span>  <span class="c1"># noqa: F401, F402</span>
-
-<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">physics</span>  <span class="c1"># noqa: F401, F402</span>
-
 <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="n">testing</span>  <span class="c1"># noqa: F401, F402</span>