Package: qlcMatrix 0.9.9

qlcMatrix: Utility Sparse Matrix Functions for Quantitative Language Comparison

Extension of the functionality of the 'Matrix' package for using sparse matrices. Some of the functions are very general, while other are highly specific for special data format as used for quantitative language comparison.

Authors:Michael Cysouw [aut, cre]

qlcMatrix_0.9.9.tar.gz
qlcMatrix_0.9.9.zip(r-4.7)qlcMatrix_0.9.9.zip(r-4.6)qlcMatrix_0.9.9.zip(r-4.5)
qlcMatrix_0.9.9.tgz(r-4.6-any)qlcMatrix_0.9.9.tgz(r-4.5-any)
qlcMatrix_0.9.9.tar.gz(r-4.7-any)qlcMatrix_0.9.9.tar.gz(r-4.6-any)
qlcMatrix_0.9.9.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
qlcMatrix/json (API)

# Install 'qlcMatrix' in R:

install.packages('qlcMatrix', repos = c('https://cysouw.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/cysouw/qlcmatrix/issues

Datasets:

bibles - A selection of bible-texts
huber - Comparative vocabulary for indigenous languages of Colombia
wals - The World Atlas of Language Structures

On CRAN:

6.74 score 6 stars 1 packages 290 scripts 2.1k downloads 1 mentions 50 exports 5 dependencies

Last updated from:982cc13006. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	160
source / vignettes	OK	173
linux-release-x86_64	OK	151
macos-release-arm64	OK	131
macos-oldrel-arm64	OK	152
windows-devel	OK	153
windows-release	OK	125
windows-oldrel	OK	160
wasm-release	OK	95

Exports:Array as.Matrix assocCol assocRow assocSparse colMax colMin corSparse cosCol cosMissing cosRow cosSparse dimRed distSparse idf isqrt jcrossprod jMatrix none norm1 norm2 normL pmi poi pwMatrix read.text res rKhatriRao rowMax rowMin rSparseMatrix sim.att sim.con sim.graph sim.lang sim.obs sim.strings sim.words sparseArray splitStrings splitTable splitText splitWordlist tenmat tjcrossprod ttMatrix unfold unfold_to_matrix unfoldBlockMatrix wpmi

Dependencies:docopt lattice Matrix slam sparsesvd

Transforming data into sparse matrices

ttMatrix | pwMatrix

Rendered fromtransformingDataSparse.Rmdusingknitr::rmarkdown

Last update: 2024-07-03
Started: 2015-04-27

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Utility sparse matrix functions for Quantitative Language Comparison (QLC)	qlcMatrix-package qlcMatrix
Sparse Arrays ("Tensors")	Array as.Matrix sparseArray
Association between columns (sparse matrices)	assocSparse pmi poi res wpmi
A selection of bible-texts	bibles
Pearson correlation between columns (sparse matrices)	corSparse
Associations-measures for sparsely encoded nominal variables	assocCol assocNominal assocRow cosCol cosNominal cosRow
Cosine similarity between columns (sparse matrices)	cosMissing cosSparse idf isqrt none norm1 norm2 normL
Dimensionality Reduction for sparse matrices, based on Cholesky decomposition	dimRed
Sparse distance matrix calculations	distSparse
Comparative vocabulary for indigenous languages of Colombia (Huber & Reed 1992)	huber
Harmonize (`join') sparse matrices	jcrossprod jMatrix tjcrossprod
Construct `part-whole' (pw) Matrices from tokenized strings	pwMatrix
`reduced' Khatri-Rao product (sparse matrices)	rKhatriRao
Row and column extremes (sparse matrices)	colMax colMin rowMax rowMin
Construct a random sparse matrix	rSparseMatrix
Similarity-measures for nominal variables	sim.att sim.nominal sim.obs
String similarity using ngram vectors	sim.strings
Similarity matrices from wordlists	sim.con sim.graph sim.lang sim.wordlist
Similarity-measures for words between two languages, based on co-occurrences in parallel text	sim.words
Construct ngram matrices from a vector of strings	splitStrings
Construct sparse matrices from a nominal matrix/dataframe	splitTable
Construct sparse matrices from parallel texts	read.text splitText
Construct sparse matrices from comparative wordlists (aka `Swadesh list')	splitWordlist
Construct a `type-token' (tt) Matrix from a vector	ttMatrix
Unfolding of Arrays	tenmat unfold unfold_to_matrix
Unfolding of block matrices (sparse matrices)	unfoldBlockMatrix
The World Atlas of Language Structures (WALS)	wals