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@@ -5,18 +5,18 @@
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@@ -200,9 +244,8 @@
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_fitting_sparse_4pdeer.html">Basic analysis of a sparsely sampled 4-pulse DEER signal</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_compactness_with_without.html">Comparing the analysis with and without compactness criterion</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_global_different_deer.html">Global fitting of multiple different DEER signals</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_selregparam.html">Analysing the selection of regularisation parameter</a></li>
-<li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_selregparam.html#over-and-under-selection-of-the-regularisation-parameter">Over and Under selection of the regularisation parameter</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_crossing_echoes_masking.html">Analyzing data with crossing echoes robustly</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../auto_examples/intermediate/ex_selregparam.html">Analysing the selection of regularisation parameter</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/advanced/ex_simulating_oop.html">Simulating polarization effects on low-temperature DEER</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/advanced/ex_identifiability_analysis.html">Identifiability analysis of a 4-pulse DEER signal via the profile analysis method</a></li>
 <li class="toctree-l2"><a class="reference internal" href="../auto_examples/advanced/ex_comparing_uncertainties.html">Comparing confidence intervals for regularization results</a></li>
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-        <article role="main">
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           <section id="deerlab-jacobian">
-<span id="jacobian"></span><h1>deerlab.Jacobian<a class="headerlink" href="#deerlab-jacobian" title="Link to this heading">#</a></h1>
+<span id="jacobian"></span><h1>deerlab.Jacobian<a class="headerlink" href="#deerlab-jacobian" title="Link to this heading">¶</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="deerlab.Jacobian">
-<span class="sig-name descname"><span class="pre">Jacobian</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fcn</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lb</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ub</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/deerlab/utils.html#Jacobian"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#deerlab.Jacobian" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">Jacobian</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fcn</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">x0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lb</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ub</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/deerlab/utils.html#Jacobian"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#deerlab.Jacobian" title="Link to this definition">¶</a></dt>
 <dd><p>Finite difference Jacobian estimation</p>
 <p>Estimates the Jacobian matrix of a vector-valued function <img class="math" src="../_images/math/d5641c2355ad686bdaadb15ca2f97887cee6781d.svg" alt="f(x)"/> at the 
 point <img class="math" src="../_images/math/d31f6f7c697904193985c86764042d0bfc600d9f.svg" alt="x_0"/> taking into consideration box-constraints of the vector-valued 
@@ -450,11 +495,11 @@
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