SciML Open Source Scientific Machine Learning

Results 105 repositories owned by SciML Open Source Scientific Machine Learning

DelayDiffEq.jl

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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.

DiffEqCallbacks.jl

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

DiffEqDevTools.jl

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

DiffEqFinancial.jl

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Differential equation problem specifications and scientific machine learning for common financial models

DiffEqNoiseProcess.jl

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A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)

DiffEqOnline

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It's Angular2 business in the front, and a Julia party in the back! It's scientific machine learning (SciML) for the web

DiffEqOnlineServer

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Backend for DiffEqOnline, a webapp for scientific machine learning (SciML)

DiffEqParamEstim.jl

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Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

DiffEqPhysics.jl

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A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)

DiffEqProblemLibrary.jl

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