zhmz90 / MINE.jl

Julia wrapper for Maximal Information-based Nonparametric Exploration (MIC and MINE family)

MINE

THIS PACKAGE IS NOT READY TO USE!

This package is a Julia wrapper of minepy's C library for Maximal Information-based Nonparametric Exploration (MIC and MINE family). There are also other language wrappers avaiable in Python, R, Matlab/Octave and C++.

Installation

Pkg.clone("https://github.com/zhmz90/MINE.jl.git")

Usage

	using MINE
	
	x = rand(3)
	y = rand(3)
	mine = MINE(x,y)
	compute_stats!(mine)
	stats = mine.stats

APIs

    function compute_stats!(mine::MINE)
	function compute_mic!(mine::MINE)
	function compute_mas!(mine::MINE)
	function compute_mev!(mine::MINE)
	function compute_mch!(mine::MINE)
	function compute_mch_general!(mine::MINE)	

References

• minepy
• MINE