Python code for intrinsic dimension estimation of generic datasets, from the paper:

Daniele Granata, Vincenzo Carnevale "Accurate estimation of intrinsic dimension using graph distances: unraveling the geometric complexity of datasets" Scientific Report, 6, 31377 (2016) https://www.nature.com/articles/srep31377

Please address comments and questions to daniele.granata@gmail.com

INSTALLATION:

ID_fit.py use standard python libraries and packages like:

• numpy
• scipy
• scikit-learn (see installation tips at http://scikit-learn.org/stable/install.html)