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adding dft slides

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Morten Hjorth-Jensen
2023-10-25 15:38:49 +02:00
parent 248fa398fc
commit 9587aff02c
142 changed files with 2211 additions and 3328 deletions
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doc/LectureNotes/_build/html/week43.html
+9 -10
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@@ -1888,8 +1888,9 @@ Accuracy score on data set: 0.5
Learning rate = 0.0001
Lambda = 1.0
Accuracy score on data set: 0.5
Learning rate = 0.0001
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Learning rate = 0.0001
Lambda = 10.0
Accuracy score on data set: 0.5
@@ -2056,7 +2057,7 @@ Accuracy score on data set: 0.5
warnings.warn(
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<img alt="_images/week43_30_2.png" src="_images/week43_30_2.png" />
<img alt="_images/week43_30_3.png" src="_images/week43_30_3.png" />
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@@ -6361,12 +6362,8 @@ case.</p>
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Adam: Eta=0.001, Lambda=0
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> [----------------------------------------] 0.000% | train_error: 12.9 | train_acc: 0.376 | val_error: 12.6 | val_acc: 0.392
[----------------------------------------] 0.000% | train_error: 12.9 | train_acc: 0.376 | val_error: 12.6 | val_acc: 0.392
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> [----------------------------------------] 0.1000% | train_error: 12.9 | train_acc: 0.376 | val_error: 12.6 | val_acc: 0.392
@@ -18835,7 +18832,9 @@ probabilities sum up to: 1.0
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>predictions = (n_inputs) = (1437,)
prediction for image 0: 8
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<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>prediction for image 0: 8
correct label for image 0: 6
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