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tensorflow problems with chapter 12

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Morten Hjorth-Jensen
2021-10-26 22:24:12 +02:00
parent 6c7054581f
commit 6c32c5b5e2
89 changed files with 665 additions and 827 deletions
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doc/LectureNotes/_build/html/chapteroptimization.html
+23 -25
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@@ -752,7 +752,7 @@ which equals</p>
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<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7fc6b1bd1790&gt;
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>&lt;mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7f9f087db790&gt;
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<img alt="_images/chapteroptimization_56_1.png" src="_images/chapteroptimization_56_1.png" />
@@ -810,7 +810,7 @@ which equals</p>
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<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7fc6a0739340&gt;]
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&lt;matplotlib.lines.Line2D at 0x7f9f1a921340&gt;]
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<img alt="_images/chapteroptimization_64_1.png" src="_images/chapteroptimization_64_1.png" />
@@ -1067,11 +1067,11 @@ when <span class="math notranslate nohighlight">\(||\nabla_\beta C(\beta_k) || \
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[0.30875823 4.41879302]
[[3.96285336]
[3.28329188]]
[[3.96285336]
[3.28329188]]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[0.30862336 4.94226154]
[[4.09553421]
[2.99517651]]
[[4.09553421]
[2.99517651]]
</pre></div>
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<img alt="_images/chapteroptimization_118_1.png" src="_images/chapteroptimization_118_1.png" />
@@ -1100,9 +1100,9 @@ when <span class="math notranslate nohighlight">\(||\nabla_\beta C(\beta_k) || \
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[3.75582035]
[3.15167261]]
[3.7821634] [3.18303503]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[4.1224808 ]
[2.97290346]]
[4.09600813] [2.93854356]
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@@ -1173,10 +1173,10 @@ C_{\text{ridge}}(\beta) = \frac{1}{n}||X\beta -\mathbf{y}||^2 + \lambda ||\beta|
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[4.05636001]
[2.75240368]]
[[3.99394477]
[2.80463702]]
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[[3.95338481]
[2.95611545]]
[[3.99545147]
[2.91812296]]
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<img alt="_images/chapteroptimization_127_1.png" src="_images/chapteroptimization_127_1.png" />
@@ -1401,21 +1401,19 @@ function.</p>
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Own inversion
[[3.88168518]
[3.04348504]]
[[3.87218485]
[3.01403105]]
sgdreg from scikit
[3.92115534] [3.13964362]
[3.9030809] [3.07154525]
theta from own gd
[[3.88168518]
[3.04348504]]
[[3.87218485]
[3.01403105]]
theta from own sdg
[[3.86110774]
[3.00070278]]
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>theta from own sdg
[[3.92555588]
[3.0163616 ]]
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<img alt="_images/chapteroptimization_141_2.png" src="_images/chapteroptimization_141_2.png" />
<img alt="_images/chapteroptimization_141_1.png" src="_images/chapteroptimization_141_1.png" />
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