mathematicskit.fractals_chaos
=============================


.. include:: /_generated/nav/fractals_chaos.rst

Lyapunov exponent estimation for 1D maps and flows; fractal
(box-counting) dimension estimation; Mandelbrot and Julia set
generation (Numba-accelerated escape-time iteration); iterated function
systems (Barnsley fern, Sierpinski triangle/carpet) via the chaos game;
elementary cellular automata (Wolfram rule numbering) and Conway's Game
of Life. The logistic map's own Feigenbaum bifurcation cascade lives in
``mathematicskit.ode_dynamics``.

.. automodule:: mathematicskit.fractals_chaos
   :members:
   :undoc-members: