gaurav-arya

StochasticAD.jl

Research package for automatic differentiation of programs containing discrete randomness.

differentiable_mh

Code for paper https://arxiv.org/abs/2306.07961

ImagingOpt.jl

SparseCCSA.jl

AbstractFFTs.jl

A Julia framework for implementing FFTs

chrono

High-performance C++ library for multiphysics and multibody dynamics simulations

AMF.jl

Cthulhu.jl

The slow descent into madness

CUDA.jl

CUDA programming in Julia.

DiffEqProblemLibrary.jl

A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools

DynamicQuantities.jl

Lightweight + fast physical quantities in Julia

DynamicRelaxation.jl

Enzyme

High-performance automatic differentiation of LLVM and MLIR.

Enzyme.jl

Julia bindings for the Enzyme automatic differentiator

FFTW.jl

Julia bindings to the FFTW library for fast Fourier transforms

Fluxperimental.jl

Experimental features for Flux.jl

Functors.jl

Parameterise all the things

ImplicitAdjoints.jl

matrix-free implicit differentiation + adjoint method

julia_literate_template

JumpProcesses.jl-1

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)

MeasureTheory.jl

"Distributions" that might not add to one.

nlopt

library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization

OrdinaryDiffEq.jl

High performance differential equation solvers for ordinary differential equations, including neural ordinary differential equations (neural ODEs) and scientific machine learning (SciML)

ProtoStructs.jl

Easy prototyping of structs

pysr_paper

A paper describing the implementation of PySR and SymbolicRegression.jl

SciMLBase.jl

The Base interface of the SciML ecosystem

SciMLOperators.jl

SciMLOperators.jl: Matrix-Free Operators for the SciML Scientific Machine Learning Common Interface in Julia

SparseDiffTools.jl

Fast jacobian computation through sparsity exploitation and matrix coloring

StochasticDiffEq.jl

Solvers for stochastic differential equations which connect with the scientific machine learning (SciML) ecosystem

WavePropagation.jl