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Any reference to read? #69

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multinegsix opened this issue Jul 28, 2017 · 1 comment
Open

Any reference to read? #69

multinegsix opened this issue Jul 28, 2017 · 1 comment

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@multinegsix
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I am interested in the theory behind computation graph, but cannot find comprehensive material for it.
Can someone please share some key papers or lecture notes for computation graph?
@joschu
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joschu commented Jul 28, 2017

Unfortunately there's no good reference that covers the graph-based autodiff used in modern software.
I recommend the book Evaluating Derivatives by Griewank, which covers reverse-mode autodiff. Also read up on Single Statement Assignment.

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@joschu @multinegsix