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Morten Hjorth-Jensen
2024-10-08 17:04:26 +02:00
parent 87d1e4455c
commit dbbebedb06
114 changed files with 3736 additions and 1751 deletions
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doc/LectureNotes/_build/html/chapter1.html
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@@ -308,6 +308,21 @@ const thebe_selector_output = ".output, .cell_output"
Week 39: Optimization and Gradient Methods
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<a class="reference internal" href="week40.html">
Week 40: Gradient descent methods (continued) and start Neural networks
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<a class="reference internal" href="exercisesweek41.html">
Exercises week 41
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<a class="reference internal" href="week41.html">
Week 41 Neural networks and constructing a neural network code
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<p aria-level="2" class="caption" role="heading">
<span class="caption-text">
@@ -320,6 +335,11 @@ const thebe_selector_output = ".output, .cell_output"
Project 1 on Machine Learning, deadline October 7 (midnight), 2024
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<li class="toctree-l1">
<a class="reference internal" href="project2.html">
Project 2 on Machine Learning, deadline November 4 (Midnight)
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@@ -1036,13 +1056,13 @@ example of the functionality of <strong>Scikit-Learn</strong>.</p>
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<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>The intercept alpha:
[1.92622842]
[1.94485679]
Coefficient beta :
[[5.21332621]]
Mean squared error: 0.22
Variance score: 0.90
[[5.13059483]]
Mean squared error: 0.32
Variance score: 0.87
Mean squared log error: 0.01
Mean absolute error: 0.38
Mean absolute error: 0.45
</pre></div>
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<img alt="_images/chapter1_19_1.png" src="_images/chapter1_19_1.png" />
@@ -1142,7 +1162,7 @@ a linear <span class="math notranslate nohighlight">\(x\)</span>-dependence we s
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<img alt="_images/chapter1_33_0.png" src="_images/chapter1_33_0.png" />
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.005
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.004999999999999996
</pre></div>
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