It offers functions for splitting, parsing, tokenizing and creating a vocabulary for big text data files. Moreover, it includes functions for building a document-term matrix and extracting information from those (term-associations, most frequent terms). It also embodies functions for calculating token statistics (collocations, look-up tables, string dissimilarities) and functions to work with sparse matrices. Lastly, it includes functions for Word Vector Representations (i.e. 'GloVe', 'fasttext') and incorporates functions for the calculation of (pairwise) text document dissimilarities. The source code is based on 'C++11' and exported in R through the 'Rcpp', 'RcppArmadillo' and 'BH' packages.
Version: 1.1.8 Depends: R (≥ 3.2.3), Matrix Imports: Rcpp (≥ 0.12.10), R6, data.table, utils LinkingTo: Rcpp, RcppArmadillo (≥ 0.7.8), BH Suggests: testthat, covr, knitr, rmarkdown Published: 2023-12-04 DOI: 10.32614/CRAN.package.textTinyR Author: Lampros Mouselimis [aut, cre] Maintainer: Lampros Mouselimis <mouselimislampros at gmail.com> BugReports: https://github.com/mlampros/textTinyR/issues License: GPL-3 Copyright: inst/COPYRIGHTSPlease use the canonical form https://CRAN.R-project.org/package=textTinyR to link to this page.
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