wordpredictor: Develop Text Prediction Models Based on N-Grams

A framework for developing n-gram models for text prediction. It provides data cleaning, data sampling, extracting tokens from text, model generation, model evaluation and word prediction. For information on how n-gram models work we referred to: "Speech and Language Processing" <https://web.stanford.edu/~jurafsky/slp3/3.pdf>. For optimizing R code and using R6 classes we referred to "Advanced R" <https://adv-r.hadley.nz/r6.html>. For writing R extensions we referred to "R Packages", <https://r-pkgs.org/index.html>.

Version: 0.0.3
Imports: digest, ggplot2, patchwork, stringr, dplyr, SnowballC
Suggests: testthat, covr, knitr, rmarkdown, markdown
Published: 2022-01-04
DOI: 10.32614/CRAN.package.wordpredictor
Author: Nadir Latif ORCID iD [aut, cre]
Maintainer: Nadir Latif <pakjiddat at gmail.com>
BugReports: https://github.com/pakjiddat/word-predictor/issues
License: MIT + file LICENSE
URL: https://github.com/pakjiddat/word-predictor, https://pakjiddat.github.io/word-predictor/
NeedsCompilation: no
Language: en-US
Citation: wordpredictor citation info
Materials: README NEWS
CRAN checks: wordpredictor results


Reference manual: wordpredictor.pdf
Vignettes: Features


Package source: wordpredictor_0.0.3.tar.gz
Windows binaries: r-devel: wordpredictor_0.0.3.zip, r-release: wordpredictor_0.0.3.zip, r-oldrel: wordpredictor_0.0.3.zip
macOS binaries: r-release (arm64): wordpredictor_0.0.3.tgz, r-oldrel (arm64): wordpredictor_0.0.3.tgz, r-release (x86_64): wordpredictor_0.0.3.tgz, r-oldrel (x86_64): wordpredictor_0.0.3.tgz
Old sources: wordpredictor archive


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