72 results found Sort:

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 2 months ago
205
1.6k
apache-2.0
34
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Created 2020-07-06
164 commits to master branch, last one about a month ago
142
1.5k
apache-2.0
22
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Created 2021-07-25
657 commits to main branch, last one 7 days ago
328
1.5k
other
32
A package for the sparse identification of nonlinear dynamical systems from data
Created 2019-05-10
1,993 commits to master branch, last one 19 days ago
131
1.4k
apache-2.0
28
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
Created 2020-04-27
620 commits to master branch, last one about a year 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 4 months ago
126
1.0k
other
27
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Created 2020-10-14
673 commits to master branch, last one 2 months ago
227
877
bsd-3-clause
62
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
Created 2015-11-25
7,041 commits to main branch, last one 3 months ago
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
Created 2017-05-31
761 commits to main branch, last one about a month ago
70
633
apache-2.0
20
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
Created 2020-05-18
58 commits to master branch, last one 3 years ago
59
432
bsd-3-clause
10
Inclusive model of expression dynamics with conventional or metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses
Created 2019-07-05
4,170 commits to master branch, last one about a month ago
45
425
apache-2.0
14
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Created 2020-05-08
119 commits to master branch, last one about a year ago
Python package for solving partial differential equations using finite differences.
Created 2020-02-21
1,279 commits to master branch, last one a day ago
84
418
bsd-3-clause
14
A Python Package For System Identification Using NARMAX Models
Created 2019-03-13
806 commits to main branch, last one 2 days ago
Code for the paper "Learning Differential Equations that are Easy to Solve"
Created 2020-06-22
75 commits to master branch, last one 3 years ago
Nonlinear Dynamics: A concise introduction interlaced with code
Created 2021-07-18
12 commits to master branch, last one 7 months ago
32
199
mit
8
Neural Graph Differential Equations (Neural GDEs)
Created 2019-11-12
21 commits to master branch, last one 3 years ago
Tools for the exploration of chaos and nonlinear dynamics
Created 2017-12-14
653 commits to main branch, last one 15 days ago
Simulate dynamic systems expressed in block diagram form using Python
Created 2020-05-23
729 commits to master branch, last one 5 months ago
Fast, general-purpose interactive applications for complex systems
This repository has been archived (exclude archived)
Created 2019-01-05
265 commits to main branch, last one 7 months ago
8
168
gpl-3.0
13
Firmware, hardware and documentation for my autonomous quad copter project
Created 2021-12-21
99 commits to main branch, last one 10 months ago
A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.
Created 2020-01-01
36 commits to master branch, last one about a year ago
21
157
apache-2.0
6
An open-source toolkit for entropic data analysis.
Created 2021-01-05
330 commits to main branch, last one 10 days ago
Block diagram editor and real time code generator for Python
Created 2019-01-07
745 commits to master branch, last one a day ago
Source files of the course "Mathematics for Macroeconomics"
Created 2022-01-22
62 commits to main branch, last one 11 months ago
Julia package for simulating Dynamics on Networks
Created 2019-02-06
1,084 commits to main branch, last one 2 days ago