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hundun

hundun is a python library for the exploration of chaos.
Please note that this library is in beta phase.

The hundun wiki is still under construction.

Documentation

• Installation
• Exploration
  • Estimate the time lag
    • Autocorrelation Function
    • Mutual Information
  • Calculate the generalized dimension
    • Capacity Dimension
    • Information Dimension
    • Correlation Dimension
  • Estimate the acceptable minimum embedding dimension
    • False Nearest Neighbors Algorithm
    • Averaged False Neighbors Algorithm
    • Wayland Algorithm
  • Visualization
    • Recurrence Plot
  • Utils
    • Embedding
    • The autocorrelation function
    • Barrett's formula
    • Mutual information
• Lyapunov exponents
  • Calculate the Lyapunov exponents
• Dynamical Systems
  • Systems
    • Dynamical Systems
    • Difference Equation
    • Differential Equation
  • Utils
    • Numerical methods - Solver
    • The (classical) Runge–Kutta method
• Equations
  • Lorenz equation
  • Henon map
  • Logistic map
• Chaos Synchronization
  • Synchronization class
  • Oneway coupling
• Utils
  • Drawing