Top 28 dynamical-systems open source projects

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

Dynamical systems methods for RNA velocity analysis

A multi-body simulation software

Awesome list for Neural Network Optimization methods.

sssMOR - Sparse State-Space and Model Order Reduction Toolbox

egtplot: A python package for 3-Strategy Evolutionary Games

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

Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

R package for statistical inference using partially observed Markov processes

Latent Differential Equations models in Julia.

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

Simple implementations of chaotic maps in Processing

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.

Codac is a library for constraint programming over reals, trajectories and sets.

A Python Package For System Identification Using NARMAX Models

Tensor Train Toolbox

Simulation and visualization of articulated rigid body systems in Julia

A Python package for spectral proper orthogonal decomposition (SPOD).

learning state-space targets in dynamical systems

Continuous-time gradient flow for generative modeling and variational inference

Configurable ODE/PDE solver

Brain Dynamics Programming in Python

Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations

A framework for generalised dynamical systems modelling & simulation (inspired by and compatible with cadCAD.org)

Model reduction for linear and nonlinear dynamical systems: core C++ library

Nonlinear Dynamics: A concise introduction interlaced with code

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.