/chaotic-systems-analysis-tools

Tools for analyzing chaotic systems without closed solutions. Implementations of Runge-Kutta numerical integration of systems of differential equations, calculator of Lyapunov exponent (measure of deterministic chaos), and functions to perform analytical methods including bifurcation plots, Poincare interpolation, trajectory embeddings.

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Non-Linear & Chaotic Systems Analysis Tools

GPLv3 License GitHub last commit

Tools for analyzing chaotic systems without closed solutions. Implementations of Runge-Kutta numerical integration of systems of differential equations, calculator of Lyapunov exponent (measure of deterministic chaos), and functions to perform analytical methods including bifurcation plots, Poincare interpolation, trajectory embeddings.

The [embedding-data] folder contains data for the trajectory-embedding.pyhttps://github.com/dreamchef/chaotic-systems-analysis-tools/blob/main/trajectory-embedding.py) script.