29 results found Sort:

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
7,179 commits to master branch, last one 2 days ago
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
Created 2019-07-14
117 commits to master branch, last one 5 months ago
209
1.0k
other
35
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Created 2017-03-14
2,731 commits to master branch, last one about a month ago
187
992
bsd-3-clause
43
Python library for arbitrary-precision floating-point arithmetic
Created 2011-12-07
2,026 commits to master branch, last one 18 days ago
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
Created 2018-12-26
1,947 commits to master branch, last one 6 days 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
31
580
apache-2.0
17
Rust numeric library with high performance and friendly syntax
Created 2018-04-20
1,755 commits to master branch, last one 12 days ago
High performance ordinary differential equation (ODE) and differential-algebraic equation (DAE) solvers, including neural ordinary differential equations (neural ODEs) and scientific machine learning ...
Created 2016-10-22
9,587 commits to master branch, last one a day ago
43
554
mit
20
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
Created 2018-04-21
232 commits to master branch, last one 26 days ago
117
323
other
18
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
Created 2016-10-20
3,523 commits to master branch, last one a day ago
79
208
bsd-2-clause
10
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 3 months ago
15
143
other
11
Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
Created 2018-04-19
178 commits to master branch, last one 2 months ago
105
143
mit
12
The Base interface of the SciML ecosystem
Created 2021-01-26
2,856 commits to master branch, last one 2 days ago
Python notebooks for Numerical Analysis
Created 2019-08-22
207 commits to master branch, last one about a year ago
A standard library of components to model the world and beyond
Created 2021-11-02
987 commits to main branch, last one 2 days ago
51
125
unknown
23
AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in 1980 and widely used in the dynamical systems community.
Created 2017-09-19
1,969 commits to master branch, last one 10 months 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
802 commits to master branch, last one about a month ago
10
112
mit
21
Solve ODEs fast, with support for PyMC
Created 2019-08-08
162 commits to master branch, last one 9 months ago
Solving linear, nonlinear equations, ordinary differential equations, ... using numerical methods in fortran
Created 2017-01-19
93 commits to master branch, last one 3 years ago
7
94
bsd-2-clause
9
∫ Straightforward numerical integration of systems of ordinary differential equations
Created 2015-09-25
608 commits to master branch, last one 7 months ago
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
Created 2020-08-13
23 commits to master branch, last one 3 years ago
30
70
bsd-3-clause
5
Numerical methods to solve ordinary differential equations in Rust.
Created 2018-09-10
89 commits to main branch, last one 3 months ago
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions
Created 2016-10-28
754 commits to master branch, last one 29 days ago
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Created 2020-11-10
436 commits to master branch, last one 27 days ago
A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
Created 2017-04-14
229 commits to master branch, last one 4 months ago
A numerical integrator written in Elixir for the solution of sets of non-stiff ordinary differential equations (ODEs).
Created 2023-04-01
771 commits to main branch, last one 5 days ago