PyRank

Nonlinear Dynamics Python Packages

Python packages with the GitHub topic nonlinear-dynamics. Sorted by relevance, with stars and monthly downloads.
lantunes
cellpylib

A library for working with Cellular Automata, for Python.

64K 248 37
pathsim
pathsim

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

5K 375 41
pymor
pymor

pyMOR - Model Order Reduction with Python

3K 342 118
iperezav
cfspy

Chen-Fliess series computation

2K 0 1
keichi
kedm

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

2K 20 5
gboehl
econpizza

Solve nonlinear perfect foresight models with heterogeneous agents

1K 111 19
rknetemann
poscidyn

Fast Simulation of Nonlinear Oscillator Dynamics in Python

1K 0 0
pnnl
neuromancer

Neural Modules with Adaptive Nonlinear Constraints and Efficient Regularization

1K 1K 172
MDCHAMP
mdof-toybox

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

666 4 0
keichi
kedm-cuda12x

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

621 20 5
pyrddlgym-project
pyrddlgym-jax

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

592 14 3
cagdastopcu
damoco

Python port of DAMOCO MATLAB functions.

544 0 0
SidRichardsQuantum
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.

531 1 0
keichi
kedm-cuda11x

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

500 20 5
VinceECN
oscilate

A Python implementation of the Method of Multiple Scales using SymPy for symbolic computation

476 3 0
cagdastopcu
domoco

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

358 0 0
keichi
kedm-cuda13x

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

281 20 5
aiexplorations
deep-lyapunov

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

277 0 0
Pressio
pressio4py

pressio4py: projection-based model reduction for Python

268 10 0
DiODeProject
mumot

Multiscale Modelling Tool - mathematical modelling without the maths

195 24 5
jjuch
nlcontrol

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

152 6 2
ngalioto
bside

Bayesian system identification toolbox

102 4 0
haozhg
odmd

Online and Window Dynamic Mode Decomposition algorithms

101 45 22
sandyherho
pattingalloang

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

97 0 0