gitcontainer / pywonderland

A tour in the wonderland of math with Python.

A Tour in the Wonderland of Math with Python

A collection of python scripts for drawing beautiful figures and animating interesting algorithms in mathematics.

About this repo

Math is beautiful, but to truly enjoy it one has to walk a long and painful way learning lots of boring stuff before he could see the full landscape. I hope this repo could help those people without a strong math background get some intuitive understanding of the beauty and elegance of math. The topics are chosen largely due to my personal taste:

1. They must produce appealing results.
2. There must be some non-trivial math behind them.
3. The code should be as simple as possible.

I'll use only popular python libs and build all math stuff by hand (tools like sage, sympy, mathemetica will not be used here).

The website for the docs is still under construction and will be released soon.

This repository will be always under construction since there are too many interesting things in math that can be shown by code. Pull requests, issues, questions, and suggestions are all welcomed!

NB: I will only maintain the code for python >= 3.5.

How to use

Each subdirectory in /src/ is a single program (except that glslhelpers is a helper module for running glsl programs and misc is a collection of independent scripts), any file named main.py, run_*.py, example_*.py is an executable script that gives some output.

List of algorithms

Here is a list of some algorithms implemented in this project:

• Domino shuffling algorithm
• Hopcroft's DFA minimization algorithm
• Lempel–Ziv–Welch compression algorithm
• Propp-Wilson's coupling from the past algorithm
• Todd-Coxeter coset enumeration algorithm
• Wilson's uniform spanning tree algorithm

Programs to come:

• 2D hyperbolic tilings (Escher's circle limit)
• 3D hyperbolic honeycombs
• Knots
• Minimal surfaces

Dependencies

Python libs: you can install almost all the libs by running

pip install -r requirements.txt

The only exception is cairocffi which also requires libffi-dev:

sudo apt-get install libffi-dev

Open source softwares:

• python3-tk (for file dialog)
• ImageMagick (for making gif animations)
• FFmpeg (for saving animations to video files)
• POV-Ray (for generating high quality raytracing results)
• graphviz (for drawing automata of Coxeter groups)

They can all be installed via command-line:

sudo apt-get install python3-tk imagemagick ffmpeg povray graphviz

In the scripts these softwares are called in command line by povray, ffmpeg, convert, etc. For Windows users you should add the directories contain these .exe files to the system Path environment variables. For example on Windows the default location of POV-Ray's exe file is C:\Program Files\POV-Ray\v3.7\bin\pvengine64.exe, so you should add C:\Program Files\POV-Ray\v3.7\bin to system Path and rename pvengine64.exe to povray.exe, then you can run the scripts without any changes and everything works fine.

Thanks

I have learned a lot from the following people:

• Bill Casselman
• Roice Nelson
• Possibly Wrong
• Jos Leys

License

see the LICENSE file.