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Search results for automatic differentiation differentiable programming
automatic-differentiation
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11 search results found
Enzyme
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1,142
High-performance automatic differentiation of LLVM and MLIR.
Kotlingrad
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489
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
Torchopt
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460
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
Enzyme.jl
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364
Julia bindings for the Enzyme automatic differentiator
Integrals.jl
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191
A common interface for quadrature and numerical integration for the SciML scientific machine learning organization
Nbodysimulator.jl
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122
A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics
Preallocationtools.jl
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99
Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes
Potentiallearning.jl
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17
An open source Julia library for active learning of interatomic potentials in atomistic simulations of materials. It incorporates elements of bayesian inference, machine learning, differentiable programming, software composability, and high-performance computing.
Infergo
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9
mirror of Infergo repository
Physics Driven Ml
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8
Physics-driven machine learning using PyTorch and Firedrake
Df
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7
Code for understanding automatic differentiation.
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