differentiable-programming topic

List differentiable-programming repositories

Integrals.jl

205
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27
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A common interface for quadrature and numerical integration for the SciML scientific machine learning organization

DiffOpt.jl

119
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11
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Differentiating convex optimization programs w.r.t. program parameters

Enzyme.jl

412
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57
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Julia bindings for the Enzyme automatic differentiator

Enjoy-Hamburger

315
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20
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[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

swift-apis

793
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133
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Swift for TensorFlow Deep Learning Library

torchbearer

633
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66
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torchbearer: A model fitting library for PyTorch

L1

186
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22
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L1: Tensor Studio — The playground for tensors

NBodySimulator.jl

125
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19
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A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics

jaxdf

108
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7
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A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations