sciml Goto Github PK

.github

Organization-wide .github actions and other metadata

adtypes.jl

Repository for SciML AD backend types

algebraicdiffeq.jl

The Differential Algebraic Equations solvers for DifferentialEquations

autooffload.jl

Automatic GPU, TPU, FPGA, Xeon Phi, Multithreaded, Distributed, etc. offloading for scientific machine learning (SciML) and differential equations

autooptimize.jl

Automatic optimization and parallelization for Scientific Machine Learning (SciML)

basemodelica.jl

Importers for the BaseModelica standard into the Julia ModelingToolkit ecosystem

boundaryvaluediffeq.jl

Boundary value problem (BVP) solvers for scientific machine learning (SciML)

bridgediffeq.jl

A thin wrapper over Bridge.jl for the SciML scientific machine learning common interface, enabling new methods for neural stochastic differential equations (neural SDEs)

catalyst.jl

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

catalyst_plos_compbio_2023

cellmltoolkit.jl

CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.

colprac

Contributor's Guide on Collaborative Practices for Community Packages

commonsolve.jl

A common solve function for scientific machine learning (SciML) and beyond

daskr.jl

Interface to DASKR, a differential algebraic system solver for the SciML scientific machine learning ecosystem

dassl.jl

Solves stiff differential algebraic equations (DAE) using variable stepsize backwards finite difference formula (BDF) in the SciML scientific machine learning organization

datadrivendiffeq.jl

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

datainterpolations.jl

A library of data interpolation and smoothing functions

dedataarrays.jl

A deprecated way of handling discrete data in continuous equations

deepequilibriumnetworks.jl

Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

delaydiffeq.jl

Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay differential equations, and differential-algebraic equations.

desolvediffeq.jl

Wrappers for calling the R deSolve differential equation solvers from Julia for scientific machine learning (SciML)

diffeqapproxfun.jl

The tools for proper interactions between ApproxFun.jl and DifferentialEquations.jl for pseudospectiral partial differential equation discretizations in scientific machine learning (SciML)

diffeqbase.jl

The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems

diffeqbayes.jl

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

diffeqbenchmarkserver.jl

Server behind the benchmarking bot @DiffEqBot for benchmarking scientific machine learning (SciML)

diffeqcallbacks.jl

A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers

diffeqdevdocs.jl

Developer documentation for the SciML scientific machine learning ecosystem's differential equation solvers

diffeqdevmaterials

Various developer materials, like PDFs, notes, derivations, etc. for differential equations and scientific machine learning (SciML)

diffeqdevtools.jl

Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)

diffeqdiagrams.jl

Diagrams and visualizations for scientific machine learning (SciML)