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232

2.9k

other

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Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equation...

Created 2016-05-11

1,400 commits to master branch, last one about a month ago

ModelingToolkit.jl SciML

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1.4k

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

Created 2018-02-27

6,760 commits to master branch, last one 5 days ago

DiffEqFlux.jl SciML

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873

mit

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Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

pinn stiff-ode neural-dde neural-ode neural-pde neural-sde neural-sdes scientific-ai scientific-ml neural-networks differentialequations differential-equations neural-jump-diffusions physics-informed-learning scientific-machine-learning delay-differential-equations neural-differential-equations partial-differential-equations ordinary-differential-equations stochastic-differential-equations

Created 2018-12-26

1,927 commits to master branch, last one 15 days ago

diffeqpy SciML

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mit

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

dae dde ode sde sdes numba sciml differentialequations differential-equations scientific-machine-learning delay-differential-equations ordinary-differential-equations differential-algebraic-equations stochastic-differential-equations

Created 2018-04-21

224 commits to master branch, last one 10 days ago

DiffEqBase.jl SciML

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

dae dde ode pde sde sciml neural-ode hacktoberfest differentialequations differential-equations scientific-machine-learning delay-differential-equations neural-differential-equations partial-differential-equations ordinary-differential-equations differential-algebraic-equations stochastic-differential-equations

Created 2016-10-20

3,469 commits to master branch, last one 15 days ago

diffeqr SciML

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

dae dde ode sde sciml differential-equations scientific-machine-learning delay-differential-equations ordinary-differential-equations differential-algebraic-equations stochastic-differential-equations

Created 2018-04-19

178 commits to master branch, last one 26 days ago

NeuralLaplace samholt

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mit

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Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

dde ide ilt ode pytorch stiff-ode forced-ode deep-learning neural-network riemann-sphere dynamical-systems laplace-transform deep-neural-networks differential-equations stereographic-projection inverse-laplace-transform delay-differential-equations neural-differential-equations integro-differential-equations

Created 2022-06-07

58 commits to main branch, last one 3 days ago

DelayDiffEq.jl SciML

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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.

dde ode julia sciml stiff solvers adaptive differentialequations differential-equations scientific-machine-learning delay-differential-equations

Created 2017-01-08

842 commits to master branch, last one 5 days ago