W1_centr_centr_BIG

is a Filebacked data cummulative sum matrix n x N

C_cumsum

is a Filebacked matrix of the Wasserstein distances between centroids

Dist

Parallel computation for big clusters of the Wasserstein distances between cluster centroids

internal

Routines for efficient cluster analysis of large scale data. This package implements the 'CHICKN'
clustering algorithm (see 'Permiakova' 'et' 'al.' (2020) "'CHICKN': Extraction of 'peptide' 'chromatographic'
'elution' profiles from large scale mass 'spectrometry' data by means of 'Wasserstein' 'compressive' hierarchical
cluster analysis"). Functions for data compression, hierarchical clustering and post processing are provided.

W1_centr_centr_BIG: Parallel computation for big clusters of the Wasserstein distances between cluster centroids

Description

Usage

Arguments