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Morten Hjorth-Jensen
2024-09-17 06:32:37 +02:00
parent 47fa701ec3
commit dcb67d32a5
9 changed files with 755 additions and 1131 deletions
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doc/LectureNotes/_build/html/week38.html
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@@ -397,8 +397,8 @@ const thebe_selector_output = ".output, .cell_output"
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#material-for-lecture-thursday-september-21">
Material for lecture Thursday September 21
<a class="reference internal nav-link" href="#material-for-lecture-monday-september-16">
Material for lecture Monday September 16
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
@@ -491,11 +491,6 @@ const thebe_selector_output = ".output, .cell_output"
More classes
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#friday-september-23">
Friday September 23
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#searching-for-optimal-regularization-parameters-lambda">
Searching for Optimal Regularization Parameters
@@ -747,8 +742,8 @@ const thebe_selector_output = ".output, .cell_output"
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#material-for-lecture-thursday-september-21">
Material for lecture Thursday September 21
<a class="reference internal nav-link" href="#material-for-lecture-monday-september-16">
Material for lecture Monday September 16
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
@@ -841,11 +836,6 @@ const thebe_selector_output = ".output, .cell_output"
More classes
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#friday-september-23">
Friday September 23
</a>
</li>
<li class="toc-h2 nav-item toc-entry">
<a class="reference internal nav-link" href="#searching-for-optimal-regularization-parameters-lambda">
Searching for Optimal Regularization Parameters
@@ -1111,8 +1101,8 @@ doconce format html week38.do.txt --no_mako -->
<li><p>Work on project 1, in particular resampling methods like cross-validation and bootstrap.</p></li>
</ul>
</div>
<div class="section" id="material-for-lecture-thursday-september-21">
<h2>Material for lecture Thursday September 21<a class="headerlink" href="#material-for-lecture-thursday-september-21" title="Permalink to this headline"></a></h2>
<div class="section" id="material-for-lecture-monday-september-16">
<h2>Material for lecture Monday September 16<a class="headerlink" href="#material-for-lecture-monday-september-16" title="Permalink to this headline"></a></h2>
</div>
<div class="section" id="logistic-regression">
<h2>Logistic Regression<a class="headerlink" href="#logistic-regression" title="Permalink to this headline"></a></h2>
@@ -1599,9 +1589,6 @@ descent method. Newton’s method and gradient descent methods are
discussed in the material on <a class="reference external" href="https://compphysics.github.io/MachineLearning/doc/pub/Splines/html/Splines-bs.html">optimization
methods</a>.</p>
</div>
<div class="section" id="friday-september-23">
<h2>Friday September 23<a class="headerlink" href="#friday-september-23" title="Permalink to this headline"></a></h2>
</div>
<div class="section" id="searching-for-optimal-regularization-parameters-lambda">
<h2>Searching for Optimal Regularization Parameters <span class="math notranslate nohighlight">\(\lambda\)</span><a class="headerlink" href="#searching-for-optimal-regularization-parameters-lambda" title="Permalink to this headline"></a></h2>
<p>In project 1, when using Ridge and Lasso regression, we end up