This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnon…

A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.

Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.

Non-Linear Dynamic Systems

Official source code of Arrhythmia Detection

Files related to my Summer of Science Report on Nonlinear Dynamics

Python toolbox to detect limit cycles and asses their stability

Project for the Quantum Information and Computing course, 2020/2021

Coupled linear ODEs to model relationship dynamics

Repository for STPDP and SSRPC

Fortran90 examples of Dynamic Systems

Lyapunov Cycle Detector is a collection of algorithms destined to study the basins of attraction of rational maps (that is, the Fatou and Julia sets). In particular, the main focus of LCD is in the detection of attracting n-cycles of said rational map and in computing its basins.

Evaluate the Lyapunov Spectrum of a dynamical system described by ODEs (in Python)

Calculation and visualization of average maximum lyapunov exponent for a double pendulum system

Compute Lyapunov exponents and Covariant-Lyapunov-Vectors of an RNN update trajectory

Análisis No Lineal de caoticidad en virus covid-19

A Python package to simulate and measure chaotic dynamical systems.

Solución numérica de la dinámica de una cosmología de Robertson-Walker, además se puede generar graficas de dicha dinámica, las secciones de Poincare, los exponentes de Lyapunov y las orbitas del sistema.

Bifurcation Diagrams for Discrete-Time Maps in Python - https://doi.org/10.5281/zenodo.13276873

Resolução da Lista 7 da disciplina FM-223: Dinâmica não-linear e caos I