ITMO-FS 0.3.3

Python Feature Selection library from ITMO University.

ITMO_FS

Feature selection library in Python

Package information:

Install with

pip install ITMO_FS

Current available algorithms:

Filters	Wrappers	Hybrid	Embedded	Ensembles
Spearman correlation	Add Del	Filter Wrapper	MOSNS	MeLiF
Pearson correlation	Backward selection		MOSS	Best goes first
Fit Criterion	Sequential Forward Selection		RFE	Best sum
F ratio	QPFS
Gini index	Hill climbing
Information Gain
Minimum Redundancy Maximum Relevance
VDM
QPFS
MIMAGA

Documentation:

https://itmo-fs.readthedocs.io/en/latest/