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units/capacity.md
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## Content
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-* [Model Selection](http://d2l.ai/chapter_multilayer-perceptrons/underfit-overfit.html)
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-* [Weight Decay](http://d2l.ai/chapter_multilayer-perceptrons/weight-decay.html)
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-* [Dropout](http://d2l.ai/chapter_multilayer-perceptrons/dropout.html)
+* [Model Selection](https://d2l.ai/chapter_multilayer-perceptrons/underfit-overfit.html)
+* [Weight Decay](https://d2l.ai/chapter_multilayer-perceptrons/weight-decay.html)
+* [Dropout](https://d2l.ai/chapter_multilayer-perceptrons/dropout.html)
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## Videos
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