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Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equation...
r
dae
dde
ode
sde
spde
julia
sciml
python
numerical
scientific
dynamical-systems
stochastic-processes
differentialequations
differential-equations
scientific-machine-learning
delay-differential-equations
neural-differential-equations
differential-algebraic-equations
stochastic-differential-equations
Created
2016-05-11
1,406 commits to master branch, last one 17 days ago
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Created
2020-07-06
164 commits to master branch, last one 3 months ago
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Created
2021-07-25
675 commits to main branch, last one 10 days ago
A package for the sparse identification of nonlinear dynamical systems from data
Created
2019-05-10
2,004 commits to master branch, last one 2 months ago
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 6 months ago
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Created
2020-10-14
709 commits to master branch, last one 11 hours ago
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
Created
2015-11-25
7,322 commits to main branch, last one 21 days ago
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
Created
2017-05-31
761 commits to main branch, last one 4 months ago
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
A Control Systems Toolbox for Julia
controls
bode-plot
lti-system
pid-control
simulations
delay-systems
kalman-filter
control-theory
lqg-controller
lqr-controller
control-systems
model-reduction
discrete-systems
feedback-systems
nyquist-diagrams
automatic-control
dynamical-systems
laplace-transform
riccati-equations
feedback-controller
Created
2015-01-20
1,805 commits to master branch, last one about a month ago
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 3 months ago
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
A Python Package For System Identification Using NARMAX Models
Created
2019-03-13
1,015 commits to main branch, last one 9 days ago
Python package for solving partial differential equations using finite differences.
Created
2020-02-21
1,332 commits to master branch, last one 3 days ago
Arrays with arbitrarily nested named components.
Created
2020-04-10
571 commits to main branch, last one 12 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 9 months ago
Neural Graph Differential Equations (Neural GDEs)
Created
2019-11-12
21 commits to master branch, last one 3 years ago
Computing reachable states of dynamical systems in Julia
Created
2019-12-03
1,982 commits to master branch, last one 21 hours ago
Simulate dynamic systems expressed in block diagram form using Python
Created
2020-05-23
729 commits to master branch, last one 8 months ago
Tools for the exploration of chaos and nonlinear dynamics
Created
2017-12-14
653 commits to main branch, last one 2 months ago
Firmware, hardware and documentation for my autonomous quad copter project
Created
2021-12-21
99 commits to main branch, last one about a year ago
Block diagram editor and real time code generator for Python
Created
2019-01-07
779 commits to master branch, last one 8 days 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.
control-systems
motion-planning
optimal-control
control-learning
learning-control
dynamical-systems
imitation-learning
end-to-end-learning
system-identification
reinforcement-learning
trajectory-optimisation
trajectory-optimization
differentiable-programming
pontryagin-maximum-principle
inverse-reinforcement-learning
reinforcement-learning-environments
Created
2020-01-01
36 commits to master branch, last one about a year 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 9 months ago
An open-source toolkit for entropic data analysis.
Created
2021-01-05
337 commits to main branch, last one 10 days ago
System Identification toolbox, compatible with ControlSystems.jl
Created
2019-01-25
702 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 about a year ago
Julia package for simulating Dynamics on Networks
Created
2019-02-06
1,288 commits to main branch, last one 11 days ago