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Morten Hjorth-Jensen
2023-10-15 21:55:49 +02:00
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commit edf33b439c
171 changed files with 18722 additions and 1691 deletions
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@@ -313,6 +313,26 @@ const thebe_selector_output = ".output, .cell_output"
Week 40: Gradient descent methods (continued) and start Neural networks
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Exercises week 41
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Week 41 Neural networks and constructing a neural network code
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Exercises week 42
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Week 42 Constructing a Neural Network code with introduction to Tensor flow
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@@ -325,6 +345,11 @@ const thebe_selector_output = ".output, .cell_output"
Project 1 on Machine Learning, deadline October 9 (midnight), 2023
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Project 2 on Machine Learning, deadline November 13 (Midnight)
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@@ -1041,13 +1066,13 @@ example of the functionality of <strong>Scikit-Learn</strong>.</p>
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>The intercept alpha:
[2.04292593]
[2.04828291]
Coefficient beta :
[[5.00440395]]
[[4.85601654]]
Mean squared error: 0.27
Variance score: 0.88
Variance score: 0.89
Mean squared log error: 0.01
Mean absolute error: 0.41
Mean absolute error: 0.40
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<img alt="_images/chapter1_19_1.png" src="_images/chapter1_19_1.png" />
@@ -1147,7 +1172,7 @@ 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>0.004999999999999994
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.005000000000000001
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