auto-differentiation topic

List auto-differentiation repositories

ilqr

347
Stars
74
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Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

essence

74
Stars
18
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AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

MinkowskiEngine

2.3k
Stars
338
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Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

autodiff

1.5k
Stars
165
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automatic differentiation made easier for C++

mushin

384
Stars
9
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Computational graphs with reverse automatic differentation in the GPU

FastAD

92
Stars
4
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FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.

oxide-enzyme

103
Stars
4
Forks
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Enzyme integration into Rust. Experimental, do not use.

gp

21
Stars
3
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Differentiable Gaussian Process implementation for PyTorch

numpy-nn-model

48
Stars
4
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Сustom torch style machine learning framework with automatic differentiation implemented on numpy, allows build GANs, VAEs, etc.

Arrhenius.jl

52
Stars
18
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Differentiable Reacting Flow Modeling Software