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kNN-CDFs

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 tesselations and also allow density estimation density estimation.

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