autodiff topic

List autodiff repositories

buildTensorflow

32
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4
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A lightweight deep learning framework made with ❤️

autodiff

85
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12
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A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

MyGrad

186
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21
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Drop-in autodiff for NumPy.

dfdx

1.6k
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97
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Deep learning in Rust, with shape checked tensors and neural networks

tangent

2.3k
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432
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Source-to-Source Debuggable Derivatives in Pure Python

autodiff

1.5k
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165
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automatic differentiation made easier for C++

DiffSharp

575
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67
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DiffSharp: Differentiable Functional Programming

assignment1-2018

471
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155
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Assignment 1: automatic differentiation

uncertainties

549
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72
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Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.