autodifferentiation topic
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autodifferentiation repositories
MyGrad
186
Stars
21
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Drop-in autodiff for NumPy.
dfdx
1.6k
Stars
97
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Deep learning in Rust, with shape checked tensors and neural networks
autodiff
1.5k
Stars
165
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automatic differentiation made easier for C++
uncertainties
550
Stars
72
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Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
neuronika
1.0k
Stars
52
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Tensors and dynamic neural networks in pure Rust.
FastAD
92
Stars
4
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FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
PyCallChainRules.jl
56
Stars
2
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Differentiate python calls from Julia
flint
30
Stars
2
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A toy deep learning framework implemented in pure Numpy from scratch. Aka homemade PyTorch lol.