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The Top 13 Julia Differentiable Programming Open Source Projects

Open source projects categorized as Julia Differentiable Programming
Categories > Differentiable Programming
Gen.jl ⭐ 1,758
A general-purpose probabilistic programming system with programmable inference
most recent commit 3 months ago
Enzyme.jl ⭐ 364
Julia bindings for the Enzyme automatic differentiator
most recent commit 3 months ago
Integrals.jl ⭐ 191
A common interface for quadrature and numerical integration for the SciML scientific machine learning organization
most recent commit 3 months ago
Nbodysimulator.jl ⭐ 122
A differentiable simulator for scientific machine learning (SciML) with N-body problems, including astrophysical and molecular dynamics
most recent commit 4 months ago
Raytracer.jl ⭐ 121
Differentiable RayTracing in Julia
most recent commit 3 years ago
Diffopt.jl ⭐ 115
Differentiating convex optimization programs w.r.t. program parameters
most recent commit 3 months ago
Preallocationtools.jl ⭐ 99
Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes
most recent commit 4 months ago
Dpfehm.jl ⭐ 23
DPFEHM: A Differentiable Subsurface Flow Simulator
most recent commit 5 months ago
Bifurcationinference.jl ⭐ 23
learning state-space targets in dynamical systems
most recent commit 2 years ago
Duckietown.jl ⭐ 22
Differentiable Duckietown
most recent commit 5 years ago
Mdtoolbox.jl ⭐ 19
MDToolbox.jl: A Julia package for molecular dynamics trajectories analysis and modeling of biomolecules
most recent commit 5 months ago
Potentiallearning.jl ⭐ 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.
most recent commit 4 months ago
Diffimages.jl ⭐ 14
Differentiable Computer Vision using pure Julia
most recent commit 5 months ago
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