SciML Open Source Scientific Machine Learning

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

SciML

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

SciML

Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem

SciML

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

SciML

Assorted basic Ordinary Differential Equation solvers for scientific machine learning (SciML). Deprecated: Use DifferentialEquations.jl instead.

SciML

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

SciML

Surrogate modeling and optimization for scientific machine learning (SciML)

SciML

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

SciML

Reservoir computing utilities for scientific machine learning (SciML)

SciML

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.

SciML