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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...
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
1,400 commits to master branch, last one 15 days ago
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
6,565 commits to master branch, last one 21 hours ago
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Created
2016-10-31
1,297 commits to master branch, last one about a year ago
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
Created
2018-04-21
212 commits to master branch, last one 23 hours ago
File manager for deepin desktop environment.
Created
2018-03-08
12,020 commits to master branch, last one a day ago
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs, S...
Created
2016-11-02
3,446 commits to master branch, last one 2 days ago
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
GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
Created
2019-06-24
907 commits to master branch, last one 6 months ago
Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem
Created
2016-11-01
2,414 commits to master branch, last one 12 days ago
Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
Created
2018-04-19
174 commits to master branch, last one 24 hours ago
The Base interface of the SciML ecosystem
Created
2021-01-26
2,616 commits to master branch, last one a day ago
Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning
Created
2017-07-24
800 commits to master branch, last one 21 days ago
A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers
Created
2017-01-06
647 commits to master branch, last one 21 hours ago
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
Created
2016-10-20
306 commits to master branch, last one about a month ago
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
A light and fast internet speed plugin(DDE).
Created
2020-12-25
128 commits to master branch, last one 9 months ago
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
Created
2016-10-28
751 commits to master branch, last one 3 days ago
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.
Created
2017-01-08
833 commits to master branch, last one 8 days ago
A library of premade problems for examples and testing differential equation solvers and other SciML scientific machine learning tools
Created
2016-10-31
424 commits to master branch, last one 27 days ago
The SciML Scientific Machine Learning Software Organization Website
Created
2016-11-26
869 commits to master branch, last one 11 days ago