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@SciML

SciML Open Source Scientific Machine Learning

Open source software for scientific machine learning

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  1. Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

    Julia 2.3k 182

  2. A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automa…

    Julia 1k 143

  3. Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

    Julia 699 127

  4. diffeqpy Public

    Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

    Python 368 29

  5. diffeqr Public

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

    R 119 11

  6. Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.

    CSS 652 120

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