pyFCI: A package for multiscale-full-correlation-integral intrinsic dimension estimation

DISCLAIMER: at the moment, this is experimental code. Almost nothing throws exceptions or stuff like that. Use it at your own risk!

pyFCI implements the intrinsic dimension estimator proposed in the paper "Intrinsic dimension estimation for locally undersampled data".

Installation

Clone the original repository locally

git clone https://github.com/vittorioerba/pyFCI.git

If you are interested in the repository with the improvements

git clone  https://github.com/JFadanni/pyFCI.git

and install using pip

cd pyFCI
pip3 install .

Usage

The source code is documented. Here you can find a tutorial.