Nonlinear Dynamics Python Packages | PyPI Stats

cellpylib

A library for working with Cellular Automata, for Python.

93K 248 37

pathsim

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

5K 364 38

kedm

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

4K 20 5

pymor

pyMOR - Model Order Reduction with Python

4K 343 118

cfspy

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

2K 0 1

econpizza

Solve nonlinear perfect foresight models with heterogeneous agents

2K 112 19

neuromancer

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

2K 1K 172

poscidyn

Poscidyn (Python oscillator dynamics) is a Python toolkit based on JAX, designed to streamline and accelerate time-response and frequency-sweep simulations. It leverages novel parallelization strategies to gain a speed advantages over standard continuation software.

1K 0 0

kedm-cuda12x

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

1K 20 5

pyrddlgym-jax

pyRDDLGym-jax: automatic differentiation for solving sequential planning problems in JAX.

1K 12 3

damoco

Python port of DAMOCO MATLAB functions.

1K 0 0

kedm-cuda11x

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

930 20 5

domoco

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

766 0 0

pressio4py

Python bindings to pressio

586 10 0

mdof-toybox

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

563 4 0

kedm-cuda13x

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

438 20 5

deep-lyapunov

Analyze neural network training stability using Lyapunov exponents and perturbation-based trajectory analysis

230 0 0

mumot

Multiscale Modelling Tool - mathematical modelling without the maths

197 24 5

nlcontrol

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

148 6 2

pattingalloang

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

103 0 0

odmd

AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)

101 45 22

derrom

Delay Embedded Regressive Reduced Order Model

78 6 0

bside

Bayesian system identification toolbox

78 4 0

erucakra

Climate Tipping Point Dynamics - A physically-motivated dynamical systems model for analyzing climate tipping points under various SSP scenarios

67 0 0