Nonlinear Dynamics Python Packages

cellpylib

A library for working with Cellular Automata, for Python.

122K 246 37

pathsim

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

7K 394 42

pymor

pyMOR - Model Order Reduction with Python

4K 345 117

kedm

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

3K 20 5

pyrddlgym-jax

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

3K 16 3

econpizza

Solve nonlinear heterogeneous agent models

2K 113 19

neuromancer

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

1K 1K 183

kedm-cuda12x

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

1K 20 5

cfspy

Chen-Fliess series computation

1K 0 1

kedm-cuda11x

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

1K 20 5

kedm-cuda13x

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

434 20 5

mdof-toybox

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

429 4 0

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.

348 0 0

pressio4py

pressio4py: projection-based model reduction for Python

324 11 0

oscilate

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

307 3 0

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.

301 1 0