There are 2 repositories under lyapunov-exponents topic.
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 bmchnonan@unomaha.edu.
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
Non-Linear Dynamic Systems
Python toolbox to detect limit cycles and asses their stability
Official source code of Arrhythmia Detection
Files related to my Summer of Science Report on Nonlinear Dynamics
Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.
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
Repository for STPDP and SSRPC
Project for the Quantum Information and Computing course, 2020/2021
Coupled linear ODEs to model relationship dynamics
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.
Numerical solution to the Lorenz system with chaotic analysis for Nonlinear Dynamics at UHH. The numerical method used was Euler's. The Lyapunov exponents are also calculated.
A Python package to simulate and measure chaotic dynamical systems.
Fortran90 examples of Dynamic Systems
Codigo Fortran que implementa el metodo de Benettin para realizar el calculo de los exponentes de Lyapunov y posteriormente seleccionando un parámetrodell modelo realizar un espectro de los Exponentes de Lyapunov.
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.
Análisis No Lineal de caoticidad en virus covid-19
For a given recurrence relation and sequence, the code outputs the corresponding Lyapunov diagram which holds key information about the stability of the generated sequence.
Resolução da Lista 7 da disciplina FM-223: Dinâmica não-linear e caos I