minerva

R package for Maximal Information-Based Nonparametric Exploration computation

Install

install.packages("minerva")
devtools::install_github('rsamantha/minerva')

Usage

library(minerva)

x <- 0:200 / 200
y <- sin(10 * pi * x) + x
mine(x,y, n.cores=1)

A new function has been added to extract a single statistic from the MINE suite.

x <- 0:200 / 200
y <- sin(10 * pi * x) + x
mine_stat(x, y)

Citing minepy/minerva

Davide Albanese, Michele Filosi, Roberto Visintainer, Samantha Riccadonna, Giuseppe Jurman and Cesare Furlanello. minerva and minepy: a C engine for the MINE suite and its R, Python and MATLAB wrappers. Bioinformatics (2013) 29(3): 407-408 first published online December 14, 2012 doi:10.1093/bioinformatics/bts707.