Search Results - RepositoryStats

2.4k

6.2k

mit

337

Code for Tensorflow Machine Learning Cookbook

cnn nlp ode rnn svm packtpub regression tensorflow tensorboard classification neural-network machine-learning genetic-algorithm kmeans-clustering linear-regression tensorflow-cookbook tensorflow-algorithms

Created 2016-06-10

409 commits to master branch, last one 4 years ago

DifferentialEquations.jl SciML

221

2.8k

other

58

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

1,384 commits to master branch, last one 25 days ago

ModelingToolkit.jl SciML

195

1.4k

other

29

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

5,459 commits to master branch, last one 3 days ago

awesome-neural-ode Zymrael

140

1.2k

mit

53

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

ode ode-solver root-finding deep-learning implicit-models dynamical-systems dynamical-modeling hamiltonian-dynamics ordinary-differential-equations

Created 2019-07-14

115 commits to master branch, last one about a year ago

NeuralPDE.jl SciML

194

916

other

37

Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

ode pde pinn sciml scientific-ai scientific-ml neural-network neural-networks machine-learning differentialequations differential-equations scientific-machine-learning neural-differential-equations partial-differential-equations ordinary-differential-equations

Created 2017-03-14

2,453 commits to master branch, last one 14 days ago

SciMLTutorials.jl SciML

128

709

other

25

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

r dae dde ode pde sde julia sciml python neural-ode hacktoberfest differentialequations differential-equations scientific-machine-learning neural-differential-equations partial-differential-equations ordinary-differential-equations stochastic-differential-equations

Created 2016-10-31

1,297 commits to master branch, last one 9 months ago

neurodiffeq NeuroDiffGym

86

643

mit

27

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

ode odes pinn pypi pytorch pde-solver time-series deep-learning neural-networks scientific-computing initial-value-problem boundary-value-problem differential-equations mathematical-modelling artificial-intelligence physics-informed-neural-networks

Created 2019-03-28

1,242 commits to master branch, last one 8 days ago

Latexify.jl korsbo

55

539

mit

15

Convert julia objects to LaTeX equations, arrays or other environments.

ode julia latex equation latex-maths julia-library

Created 2017-10-19

739 commits to master branch, last one 5 days ago

OrdinaryDiffEq.jl SciML

195

511

other

19

High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning ...

ode julia sciml adaptive hacktoberfest event-handling high-performance differentialequations differential-equations scientific-machine-learning ordinary-differential-equations

Created 2016-10-22

7,432 commits to master branch, last one 24 hours ago

diffeqpy SciML

39

500

mit

23

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

199 commits to master branch, last one 2 months ago

Catalyst.jl SciML

71

427

other

18

Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.

dsl ode sde julia sciml biology rate-laws simulation systems-biology reaction-network chemical-reactions gillespie-algorithm differential-equations systems-biology-simulation scientific-machine-learning

Created 2017-02-06

3,584 commits to master branch, last one 6 days ago

DataDrivenDiffEq.jl SciML

56

399

mit

19

Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

ode julia sciml differential-equations scientific-machine-learning

Created 2019-10-04

1,040 commits to master branch, last one 23 days ago

SciMLSensitivity.jl SciML

67

316

other

19

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...

dae dde ode sde sciml adjoint neural-ode neural-sde hacktoberfest backpropogation sensitivity-analysis differentialequations differential-equations scientific-machine-learning

Created 2016-11-02

3,115 commits to master branch, last one 3 days ago

DiffEqBase.jl SciML

106

299

other

20

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

3,282 commits to master branch, last one 6 days ago

SciMLBenchmarks.jl SciML

73

297

mit

17

Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R

ai dae jax ode pde sde julia sciml matlab python pytorch benchmark neural-ode ai-for-science differentialequations differential-equations scientific-machine-learning nerual-differential-equations partial-differential-equations

Created 2016-10-31

2,611 commits to master branch, last one 14 days ago

pydens analysiscenter

65

281

apache-2.0

16

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

ode ode-solver pde-solver solving-pdes deep-learning neural-networks numerical-methods differential-equations partial-differential-equations

Created 2019-07-16

179 commits to master branch, last one 11 months ago

PINA mathLab

55

276

mit

11

Physics-Informed Neural networks for Advanced modeling

ode pde pinn python pytorch modeling lightining deep-learning hacktoberfest neural-networks machine-learning neural-operators physics-informed equation-learning differential-equations physics-informed-neural-networks

Created 2021-11-29

265 commits to master branch, last one 10 days ago

DiffEqGPU.jl SciML

27

271

mit

11

GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem

dae dde gpu ode sde sciml neural-ode gpu-parallelism differentialequations differential-equations scientific-machine-learning neural-differential-equations

Created 2019-06-24

907 commits to master branch, last one 6 days ago

easy-neural-ode jacobjinkelly

30

264

mit

11

Code for the paper "Learning Differential Equations that are Easy to Solve"

jax ode neural-ode ode-solver deep-learning machine-learning dynamical-systems deep-neural-networks numerical-integration differential-equations neural-differential-equations

Created 2020-06-22

75 commits to master branch, last one 2 years ago

DiffEqDocs.jl SciML

237

261

other

15

Documentation for the DiffEq differential equations and scientific machine learning (SciML) ecosystem

dae dde ode sde sciml neural-ode hacktoberfest differential-equations physics-informed-learning scientific-machine-learning

Created 2016-11-01

2,353 commits to master branch, last one 12 days ago

Sundials.jl SciML

78

205

bsd-2-clause

11

Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner

Created 2013-03-12

1,025 commits to master branch, last one 25 days ago

SciMLStyle SciML

17

199

mit

9

A style guide for stylish Julia developers

ode julia sciml style scientific-machine-learning

Created 2022-05-17

82 commits to main branch, last one about a month ago

heyoka bluescarni

12

193

mpl-2.0

7

C++ library for ODE integration via Taylor's method and LLVM

cpp ode llvm simd cpp17 nbody n-body astronomy ode-solver astrophysics just-in-time astrodynamics multiprecision extended-precision celestial-mechanics differential-equations

Created 2020-07-01

4,245 commits to master branch, last one 2 days ago

ReachabilityAnalysis.jl JuliaReach

17

187

mit

10

Computing reachable states of dynamical systems in Julia

ode julia flowpipe simulations verification hybrid-systems control-systems set-propagation automatic-control dynamical-systems rigorous-numerics numerical-analysis formal-verification interval-arithmetic reachability-analysis cyber-physical-systems differential-equations

Created 2019-12-03

1,846 commits to master branch, last one 26 days ago

ode4j tzaeschke

33

157

lgpl-2.1

19

Java 3D Physics Engine & Library

3d ode java physics stepper java-ports 3d-game-engine turbulenz-engine

Created 2013-06-30

710 commits to master branch, last one about a month ago

diffeqr SciML

14

136

other

12

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

169 commits to master branch, last one 2 months ago

JumpProcesses.jl SciML

34

134

other

12

Build and simulate jump equations like Gillespie simulations and jump diffusions with constant and state-dependent rates and mix with differential equations and scientific machine learning (SciML)

ode sde ssa sciml gillespie neural-ode stochastic scientific-ai scientific-ml jump-diffusion differential-equations stochastic-jump-equations scientific-machine-learning hybrid-differential-equation neural-differential-equations

Created 2017-02-04

1,391 commits to master branch, last one 6 days ago

best-of-ps jinningwang

20

130

cc-by-sa-4.0

5

🏆 A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.

dae ode power best-of optimizer powerflow simulation large-scale power-grids best-of-list optimization power-system co-simulation power-system-analysis power-system-simulation differential-algebraic-equations

Created 2022-11-29

335 commits to master branch, last one 7 days ago