In this repository, we provide a python package complete with utilities to simulate draws from a Chinese Restaurant Process, as well as a vignette covering motivation for, algorithm overview and example use-cases of, and simulations from the Chinese Restaurant Process.
chinese-restaurant-rpocess # Repository root
├── assets # Images and animations
├── doc # sphinx-autodoc preferences and output
├── src # Source code for package
│ ├── chinese_restaurant_process.py # Provides class ChineseRestaurantProcess
│ ├── chinese_restaurant_mixture.py # Provides class ChineseRestaurantMixture
└── vignette # Rmarkdown and bibtex files for the vignette
The package is extensively documented -- see package_crp_manual.pdf for documentation on every method in each class.
Example usage of each class is can be seen in the vignette, or in the if __name__ == "__main__": block at the end of each of the files in src.