Search Results - RepositoryStats

2.4k

6.2k

mit

331

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 5 years ago

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...

Created 2016-05-11

1,406 commits to master branch, last one 8 days ago

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 ...

Created 2018-02-27

7,618 commits to master branch, last one 3 days ago

awesome-neural-ode Zymrael

156

1.4k

mit

56

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 6 months ago

NeuralPDE.jl SciML

213

1.1k

other

35

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

2,756 commits to master branch, last one 4 days ago

neurodiffeq NeuroDiffGym

94

736

mit

23

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

1,248 commits to master branch, last one about a month ago

SciMLTutorials.jl SciML

126

731

other

23

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

OrdinaryDiffEq.jl SciML

221

578

other

17

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

9,678 commits to master branch, last one a day ago

Latexify.jl korsbo

60

573

mit

14

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

ode julia latex equation latex-maths julia-library

Created 2017-10-19

794 commits to master branch, last one 2 days ago

diffeqpy SciML

42

560

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

Catalyst.jl SciML

79

472

other

16

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

5,113 commits to master branch, last one 3 days ago

PINA mathLab

74

461

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

544 commits to master branch, last one 3 days ago

DataDrivenDiffEq.jl SciML

58

413

mit

17

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

1,075 commits to master branch, last one 8 days ago

SciMLSensitivity.jl SciML

75

347

other

18

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

3,516 commits to master branch, last one 6 days ago

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

3,556 commits to master branch, last one 2 days ago

SciMLBenchmarks.jl SciML

90

324

mit

14

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

3,232 commits to master branch, last one 3 days ago

pydens analysiscenter

67

307

apache-2.0

15

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

32

295

mit

10

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

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

DiffEqDocs.jl SciML

244

285

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

2,440 commits to master branch, last one 7 days ago

easy-neural-ode jacobjinkelly

28

278

mit

9

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

221

mit

10

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 4 months ago

heyoka bluescarni

13

210

mpl-2.0

6

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

4,797 commits to master branch, last one 4 days ago

Sundials.jl SciML

79

207

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

1,050 commits to master branch, last one 10 days ago

ReachabilityAnalysis.jl JuliaReach

16

199

mit

9

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

1,966 commits to master branch, last one 16 days ago

best-of-ps ps-wiki

32

196

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

452 commits to main branch, last one 2 days ago

ode4j tzaeschke

38

172

lgpl-2.1

18

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 11 months ago

hipparchus Hipparchus-Math

42

153

apache-2.0

16

An efficient, general-purpose mathematics components library in the Java programming language

ode geometry filtering statistics optimization

Created 2016-05-31

7,982 commits to develop branch, last one 8 days ago

SciMLBase.jl SciML

105

145

mit

11

The Base interface of the SciML ecosystem

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

Created 2021-01-26

2,989 commits to master branch, last one 6 hours ago

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

JumpProcesses.jl SciML

37

140

other

10

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

1,566 commits to master branch, last one about a month ago