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update week 46

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Morten Hjorth-Jensen
2024-11-10 21:25:13 +01:00
parent 05941a4834
commit c978099977
7 changed files with 226 additions and 231 deletions
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doc/pub/week46/html/._week46-bs001.html
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@@ -324,9 +324,9 @@ MathJax.Hub.Config({
<div class="panel panel-default">
<div class="panel-body">
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<ul>
<li> Work and Discussion of project 3</li>
</ul>
<ol>
<li> Work on and discussions of project 3</li>
</ol>
</div>
</div>
@@ -334,17 +334,17 @@ MathJax.Hub.Config({
<div class="panel panel-default">
<div class="panel-body">
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<ul>
<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
<li> Readings and Videos:
<!-- * These lecture notes -->
<p>Basics of decision trees, classification and regression algorithms and ensemble models </p>
<ol>
<li> Readings and Videos:
<ol type="a"></li>
<li> Lecture notes at <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week46/ipynb/week46.ipynb" target="_self"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week46/ipynb/week46.ipynb</tt></a>
<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_self">Video of lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_self">Whiteboard notes</a> --></li>
<ul>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_self">Video on Decision trees</a></li>
<li> Decision Trees: Rashcka et al chapter 6, voting and bagging are discussed in chapter 7. See also lecture from <a href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf" target="_self">STK-IN4300, lecture 7</a>.</li>
</ul>
</ul>
<li> Video on Decision trees at <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_self"><tt>https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn</tt></a></li>
<li> Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at <a href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf" target="_self"><tt>https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf</tt></a>.</li>
</ol>
</ol>
</div>
</div>