8 results found Sort:

SciML
DifferentialEquations.jl SciML
235
2.9k
other
55
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equation...
r dae dde ode sde spde julia sciml python numerical scientific dynamical-systems stochastic-processes differentialequations differential-equations scientific-machine-learning delay-differential-equations neural-differential-equations differential-algebraic-equations stochastic-differential-equations
Created 2016-05-11
1,406 commits to master branch, last one 3 days ago
SciML
ModelingToolkit.jl SciML
213
1.5k
other
26
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 ...
dae dde ode pde sde julia sciml acausal symbolic optimization equation-based computer-algebra symbolic-numerics symbolic-computation nonlinear-programming differential-equations scientific-machine-learning delay-differential-equations ordinary-differential-equations stochastic-differential-equations
Created 2018-02-27
7,599 commits to master branch, last one a day ago
SciML
DiffEqFlux.jl SciML
155
887
mit
29
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
1,955 commits to master branch, last one 2 days ago
SciML
diffeqpy SciML
42
559
mit
19
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
232 commits to master branch, last one 2 months ago
SciML
DiffEqBase.jl SciML
118
325
other
17
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
3,548 commits to master branch, last one 2 days ago
SciML
diffeqr SciML
15
143
other
10
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 3 months ago
samholt
NeuralLaplace samholt
12
75
mit
4
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
59 commits to main branch, last one about a month ago
SciML
DelayDiffEq.jl SciML
27
58
other
11
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
849 commits to master branch, last one 2 months ago