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PACBO (version 0.1.0)

Clustering Online Datasets

Description

A function for clustering online datasets. The number of cells is data-driven which need not to be chosen in advance by the user. The method is introduced and fully described in Le Li, Benjamin Guedj and Sebastien Loustau (2016), "PAC-Bayesian Online Clustering" (arXiv preprint: ).

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Version

Install

install.packages('PACBO')

Monthly Downloads

4

Version

0.1.0

License

GPL (>= 2)

Maintainer

Le Li

Last Published

July 5th, 2016

Functions in PACBO (0.1.0)

PACBO

PACBO
transition_probability

State Transition Probability
labels_function

Label Caculation Function