Nonlinear Dynamics Python Packages

cellpylib

A library for working with Cellular Automata, for Python.

pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

pymor

pyMOR - Model Order Reduction with Python

kedm

A high-performance implementation of Empirical Dynamic Modeling (EDM)

cfspy

A package to simulate the output of a control system by means of the Chen-Fliess series.

econpizza

Solve nonlinear heterogeneous agent models

dynachaos

Dynamical-systems analysis for time signals with Rust-accelerated kernels

pyrddlgym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

soromox

Soft Robot Models in jaX (SoRoMoX)

poscidyn

JAX-powered Python toolkit for batched nonlinear oscillator time responses and synthetic frequency sweeps.

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

kedm-cuda12x

A high-performance implementation of Empirical Dynamic Modeling (EDM)

oscilate

The OSCILATE project allows the application of the Method of Multiple Scales to systems of coupled nonlinear equations

kedm-cuda11x

A high-performance implementation of Empirical Dynamic Modeling (EDM)

mdof-toybox

Tooling to generate toy MDOF dynamics data for arbitrary linear and nonlinear systems in python

pressio4py

Python bindings to pressio

kedm-cuda13x

A high-performance implementation of Empirical Dynamic Modeling (EDM)

mumot

Multiscale Modelling Tool - mathematical modelling without the maths

damoco

DAMOCO: Data Analysis with Models Of Coupled Oscillators. Python port of the MATLAB toolbox for coupled-oscillator analysis.

deep-lyapunov

A framework to analyze neural network training stability using Lyapunov exponents and perturbation-based trajectory analysis

nlcontrol

A toolbox to simulate and analyse nonlinear systems in a control context.

domoco

DAMOCO: Data Analysis with Models Of Coupled Oscillators. Python port of the MATLAB toolbox for coupled-oscillator analysis.

pattingalloang

JAX-accelerated Python library for simulating and analyzing the Aizawa strange attractor with comprehensive chaos metrics.

dynamics-of-topological-photonics

Dynamic evolution of a topological photonic laser system, for the non-reciprocal SSH and Diamond lattice models. Nonlinear saturable gain and loss are integrated into the models such that phase diagrams are generated to display different lasing-behaviours and topological phenomena.