Search Results - RepositoryStats

230

2.9k

other

56

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 15 days ago

ModelingToolkit.jl SciML

209

1.4k

other

28

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

6,565 commits to master branch, last one 22 hours ago

DiffEqFlux.jl SciML

157

871

mit

31

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

1,923 commits to master branch, last one 3 days ago

diffeqpy SciML

41

542

mit

21

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

212 commits to master branch, last one 23 hours ago

DiffEqBase.jl SciML

116

319

other

19

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

3,466 commits to master branch, last one 3 days ago

diffeqr SciML

15

141

other

11

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

174 commits to master branch, last one 24 hours ago

NeuralLaplace samholt

11

72

mit

5

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

49 commits to main branch, last one 19 days ago

DelayDiffEq.jl SciML

26

60

other

13

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

833 commits to master branch, last one 8 days ago