SciML Open Source Scientific Machine Learning
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217 repositories
ModelingToolkit.jl
PublicAn acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics fo…SciPyDiffEq.jl
PublicBoundaryValueDiffEq.jl
PublicBoundary value problem (BVP) solvers for scientific machine learning (SciML)DiffEqDocs.jl
PublicDocumentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystemCommonSolve.jl
PublicA common solve function for scientific machine learning (SciML) and beyondNeuralLyapunov.jl
Public- Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.
OrdinaryDiffEq.jl
PublicHigh performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neura…DiffEqBayes.jl
PublicExtension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic…BaseModelica.jl
Public.github
PublicDiffEqCallbacks.jl
PublicDataDrivenDiffEq.jl
PublicData driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organizationIRKGaussLegendre.jl
PublicDiffEqProblemLibrary.jl
PublicA library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning toolsDiffEqNoiseProcess.jl
PublicA library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learn…ProcessSimulator.jl
PublicLightweightStats.jl
PublicGlobalDiffEq.jl
PublicEasyModelAnalysis.jl
Public- SymbolicNumericIntegration.jl: Symbolic-Numerics for Solving Integrals
SciMLBase.jl
PublicOrgMaintenanceScripts.jl
PublicDataCollocations.jl
PublicFiniteVolumeMethod1D.jl
PublicImplementation of the finite volume method in 1D.SurrogatesBase.jl
PublicCatalyst.jl
PublicChemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open so…SparseColumnPivotedQR.jl
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