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Errata in chapter 1 #3

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DavidMertz opened this issue Dec 5, 2019 · 0 comments
Open

Errata in chapter 1 #3

DavidMertz opened this issue Dec 5, 2019 · 0 comments

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@DavidMertz
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I guess there is an errata page at the publisher, but I'm more concerned about author seeing this. The initial explanations of functions with mixtures of math, diagrams, and code written a few different ways confusingly mixes up ReLU and LeakyReLU repeatedly.

For example, in Figue 1-1, the diagram labelled "ReLU function" shows a LearkyReLU. On page 6, the code defines leaky_relu correctly, but then the note immediately below says that x.clip(min=0) (i.e. ReLU) is equivalent.

I can just see the process in writing of vacillating between whether ReLU or LeakyReLU is a better example, but the result would be really mysterious to someone who was not already familiar with both of those.

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