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Search results for julia differentiable programming

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13 search results found

Gen.jl ⭐ 1,758

A general-purpose probabilistic programming system with programmable inference

Enzyme.jl ⭐ 364

Julia bindings for the Enzyme automatic differentiator

Integrals.jl ⭐ 191

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

Nbodysimulator.jl ⭐ 122

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

Raytracer.jl ⭐ 121

Differentiable RayTracing in Julia

Diffopt.jl ⭐ 115

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

Preallocationtools.jl ⭐ 99

Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes

Dpfehm.jl ⭐ 23

DPFEHM: A Differentiable Subsurface Flow Simulator

Bifurcationinference.jl ⭐ 23

learning state-space targets in dynamical systems

Duckietown.jl ⭐ 22

Differentiable Duckietown

Mdtoolbox.jl ⭐ 19

MDToolbox.jl: A Julia package for molecular dynamics trajectories analysis and modeling of biomolecules

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.

Diffimages.jl ⭐ 14

Differentiable Computer Vision using pure Julia

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