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update docs
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ZebinYang committed Jun 6, 2024
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4 changes: 1 addition & 3 deletions docs/_build/html/_sources/guides/introduction.rst.txt
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Expand Up @@ -56,9 +56,7 @@ Regarding PiML high-code APIs, it is worthwhile to mention that these APIs are f

Interpretable Models
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023).

PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023).
PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.6 (latest update: Feb. 2024).

- **GLM**: Linear/logistic regression with :math:`\ell_1` and/or :math:`\ell_2` regularization [Hastie2015]_

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3 changes: 1 addition & 2 deletions docs/_build/html/guides/introduction.html
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Expand Up @@ -247,8 +247,7 @@ <h2><span class="section-number">1.2. </span>Toolbox Design<a class="headerlink"
</section>
<section id="interpretable-models">
<h2><span class="section-number">1.3. </span>Interpretable Models<a class="headerlink" href="#interpretable-models" title="Permalink to this heading"></a></h2>
<p>PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023).</p>
<p>PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.5 (latest update: May 4, 2023).</p>
<p>PiML supports a growing list of inherently interpretable models. For simplicity, we only list the models and the references. The following list of interpretable models are included PiML toolbox V0.6 (latest update: Feb. 2024).</p>
<ul class="simple">
<li><p><strong>GLM</strong>: Linear/logistic regression with <span class="math notranslate nohighlight">\(\ell_1\)</span> and/or <span class="math notranslate nohighlight">\(\ell_2\)</span> regularization <a class="reference internal" href="#hastie2015" id="id19"><span>[Hastie2015]</span></a></p></li>
<li><p><strong>GAM</strong>: Generalized additive models using B-splines <a class="reference internal" href="#serven2018" id="id20"><span>[Serven2018]</span></a></p></li>
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