gmsdb

Name	gmsdb JSON
Version	2.1 JSON
	download
home_page	https://github.com/berng/GMSDB
Summary	GMSDB Clusterer
upload_time	2023-10-28 02:54:23
maintainer
docs_url	None
author	Oleg I.Berngardt
requires_python	>=3.6
license
keywords	clusterization
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # GMSDB Clusterer

# Use
pip install gmsdb

## Simple use (sklearn -like style), no speed improvement, recommended significance level alpha=0.1. 
Maximal number of gaussian components=50:

from gmsdb import GMSDB

clf=GMSDB(n_components=50)

clf.fit(X)

Y=clf.predict(X)

## Complex use (with speed improvement for stages 1 and 3):

clf=GMSDB(min_components=2,step_components=100,n_components=900,rand_search=1000,rand_level=0.5)

## Complex use (with custom significance level alpha=0.15):

clf=GMSDB(n_components=50,alpha_stage2=0.15,alpha_stage4=0.15)

## Verbose use (show debug information):

clf=GMSDB(n_components=50,verbose=True)


# Desciption:
https://arxiv.org/abs/2309.02623




            

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