praznik

A toolbox of fast, native and parallel implementations of various information-based importance criteria estimators and feature selection filters based on them, inspired by the overview by Brown, Pocock, Zhao and Lujan (2012) . Contains, among other, minimum redundancy maximal relevancy ('mRMR') method by Peng, Long and Ding (2005) doi:10.1109/TPAMI.2005.159; joint mutual information ('JMI') method by Yang and Moody (1999) ; double input symmetrical relevance ('DISR') method by Meyer and Bontempi (2006) doi:10.1007/11732242_9 as well as joint mutual information maximisation ('JMIM') method by Bennasar, Hicks and Setchi (2015) doi:10.1016/j.eswa.2015.07.007.