W1_centr_centr

is a Filebacked data cummulative sum matrix of N cluster centroids

C_cumsum

is a Filebacked inter distance matrix

Dist

Parallel computation 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: Parallel computation of the Wasserstein distances between cluster centroids

Description

Usage

Arguments

Value