Search Results - RepositoryStats

2.4k

6.2k

mit

333

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

231

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 about a month ago

ModelingToolkit.jl SciML

210

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

6,737 commits to master branch, last one 3 days ago

awesome-neural-ode Zymrael

153

1.4k

mit

55

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

117 commits to master branch, last one 3 months ago

NeuralPDE.jl SciML

202

1.0k

other

36

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

2,727 commits to master branch, last one 6 days ago

SciMLTutorials.jl SciML

127

720

other

24

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 about a year ago

neurodiffeq NeuroDiffGym

92

715

mit

25

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

1,243 commits to master branch, last one 5 months ago

OrdinaryDiffEq.jl SciML

214

571

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

9,492 commits to master branch, last one 22 hours ago

Latexify.jl korsbo

60

569

mit

15

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

ode julia latex equation latex-maths julia-library

Created 2017-10-19

789 commits to master branch, last one a day ago

diffeqpy SciML

43

544

mit

20

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 a day ago

Catalyst.jl SciML

78

465

other

17

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

4,776 commits to master branch, last one a day ago

DataDrivenDiffEq.jl SciML

57

411

mit

20

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

1,066 commits to master branch, last one about a month ago

PINA mathLab

67

409

mit

13

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

318 commits to master branch, last one 9 days ago

SciMLSensitivity.jl SciML

71

334

other

20

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

3,469 commits to master branch, last one 6 days ago

DiffEqBase.jl SciML

117

321

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

3,469 commits to master branch, last one 6 days ago

SciMLBenchmarks.jl SciML

85

319

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

3,130 commits to master branch, last one a day ago

pydens analysiscenter

67

297

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 about a year ago

DiffEqGPU.jl SciML

30

285

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

911 commits to master branch, last one 6 days ago

DiffEqDocs.jl SciML

245

279

other

17

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

2,414 commits to master branch, last one about a month ago

easy-neural-ode jacobjinkelly

31

271

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 3 years ago

SciMLStyle SciML

18

217

mit

9

A style guide for stylish Julia developers

ode julia sciml style scientific-machine-learning

Created 2022-05-17

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

Sundials.jl SciML

79

209

bsd-2-clause

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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

1,046 commits to master branch, last one about a month ago

heyoka bluescarni

12

208

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

4,666 commits to master branch, last one 12 hours ago

ReachabilityAnalysis.jl JuliaReach

16

193

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

1,924 commits to master branch, last one 24 days ago

best-of-ps jinningwang

28

170

cc-by-sa-4.0

4

🏆 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

386 commits to main branch, last one 2 days ago

ode4j tzaeschke

36

167

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 7 months ago

diffeqr SciML

15

143

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

178 commits to master branch, last one 17 days ago

SciMLBase.jl SciML

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141

mit

12

The Base interface of the SciML ecosystem

dae dde ode sde julia sciml differentialequations scientific-machine-learning ordinary-differential-equations

Created 2021-01-26

2,757 commits to master branch, last one a day ago

JumpProcesses.jl SciML

35

141

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

1,556 commits to master branch, last one about a month ago

NetworkDynamics.jl JuliaDynamics

12

133

mit

9

Julia package for simulating Dynamics on Networks

dae ode networks julialang nonlinear dynamical-systems timeseries-generation differential-equations differential-algebraic-equations

Created 2019-02-06

1,016 commits to main branch, last one 16 days ago