W1_cl_centr

is a Filebacked data cummulative sum matrix n x N

X_cumsum

rowInd

colInd

is a vector of the cummulative sum of the cluster centroid

C_cumsum

Parallel computation of the Wasserstein distances between cluster centroid and points in the cluster

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_cl_centr: Parallel computation of the Wasserstein distances between cluster centroid and points in the cluster

Description

Usage

Arguments

Value