Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

A PyTorch based library for all things neural differential equations

Award winning software library for chaos and nonlinear dynamics

A collection of resources regarding the interplay between differential equations, dynamical systems, deep learning, control and optimization.

A Control Systems Toolbox for Julia

If you use python and mysql, maybe one day you want it. base on pure mysql-connector ,auto manage connection and support 【no pool connect 、fixed 、dynamic pool】. Now used inBaidu poi off-line calculation system . ------------------- Open your favorite Terminal and run the modlue

Graph Neural Ordinary Differential Equations

R package for statistical inference using partially observed Markov processes

Reachability and Safety of Nondeterministic Dynamical Systems

Tools for the exploration of chaos and nonlinear dynamics

Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations

Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch

Code for the paper "Learning Differential Equations that are Easy to Solve"

Simulation and visualization of articulated rigid body systems in Julia

KeYmaera X: An aXiomatic Tactical Theorem Prover for Hybrid Systems (release)

Arrays with arbitrarily nested named components.

Configurable ODE/PDE solver

System Identification toolbox for LTI systems, compatible with ControlSystems.jl

Julia-Based System Description Language

RaPId (a recursive acronym for "Rapid Parameter Identification") utilizes different optimization and simulation technologies to provide a framework for model validation and calibration of any kind of dynamical systems, but specifically catered to power systems.

Systems definitions in Julia

Python package for solving general partial differential equations

egtplot: A python package for 3-Strategy Evolutionary Games

Tensor Train Toolbox

Simple particle/kalman filtering, smoothing and parameter estimation

Continuous-time gradient flow for generative modeling and variational inference

Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"

Tubex is a library providing tools for constraint programming over reals and trajectories.