Very small library showing how to use kNN-CDFs in python. It leverages our small library to compress CDFs SEDist.

There are three Jupyter notebooks that help you get started. Start with FirstSteps.ipynb then have a look at LevyFlights.ipynb and then look in BolshoikNN-VPF-CIC-PDF.ipynb if you are interested in applications in cosmology.

They unify many other statistics previously discussed to describe spatial clustering. They even connect to tesselations and also allow density estimation .