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Multilingual experiments in automatic differentiation

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autodiff

Multilingual experiments in automatic differentiation

  1. Prolog plus CHR, plus tests on inside-outside algorithm Requires SWI Prolog with the add-on package ccprism (plus dependencies).

  2. Python (a): using Theano to implement IO algorithm

  3. Python (b): using Tensorflow to implement IO algorithm

  4. Julia: implementation of IO algorithm using ReverseDiff.jl

  5. OCaml: a sort of arrow based on ideas from category theory

  6. Haskell: a better arrow, supporting higher order derivatives.

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