minepy

minepy - Maximal Information-based Nonparametric Exploration. minepy provides an ANSI C library for the Maximal Information-based Nonparametric Exploration (MIC and MINE family). Key features: APPROX-MIC (the original algorithm, DOI: 10.1126/science.1205438) and MIC_e (DOI: arXiv:1505.02213 and DOI: arXiv:1505.02214) estimators; Total Information Coefficient (TIC, DOI: arXiv:1505.02213) and the Generalized Mean Information Coefficient (GMIC, DOI: arXiv:1308.5712); a C++ interface; an efficient Python API (Python 2 and 3 compatibility); an efficient MATLAB/OCTAVE API;

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