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How to Test Gradient Implementations

timvieira.github.io · published 21 April 2017

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https://github.com/timvieira/arsenal/blob/master/arsenal/math/util.py

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https://github.com/timvieira/arsenal/blob/master/arsenal/math/checkgrad.py

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https://github.com/timvieira/arsenal/blob/master/arsenal/math/compare.py

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https://people.cs.umass.edu/~domke/courses/sml2011/08autodiff_nnets.pdf

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https://justindomke.wordpress.com/2017/04/22/you-deserve-better-than-two-sided-finite-differences/

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Elsewhere on timvieira.github.io (4)

https://timvieira.github.io/evaluating-fx-is-as-fast-as-fx/

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https://timvieira.github.io/gradient-vector-product/

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https://timvieira.github.io/complex-step-derivative/

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https://timvieira.github.io/backprop-is-not-just-the-chain-rule/

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