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.archive.org/web/20240919222934/https%3A%2F%2Fweb.stanford.edu%2F~jurafsky%2Fslp3%2F3.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: | 0.0.5 |
| Imports: | digest, ggplot2, patchwork, stringr, dplyr, SnowballC |
| Suggests: | testthat, covr, knitr, rmarkdown, markdown |
| Published: | 2024-10-08 |
| DOI: | 10.32614/CRAN.package.wordpredictor |
| Author: | Nadir Latif  [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 |
Documentation:
| Reference manual: | wordpredictor.html , wordpredictor.pdf |
| Vignettes: |
Features (source, R code) Overview (source, R code) |
Downloads:
| Package source: | wordpredictor_0.0.5.tar.gz |
| Windows binaries: | r-devel: wordpredictor_0.0.5.zip, r-release: wordpredictor_0.0.5.zip, r-oldrel: wordpredictor_0.0.5.zip |
| macOS binaries: | r-release (arm64): wordpredictor_0.0.5.tgz, r-oldrel (arm64): wordpredictor_0.0.5.tgz, r-release (x86_64): wordpredictor_0.0.5.tgz, r-oldrel (x86_64): wordpredictor_0.0.5.tgz |
| Old sources: | wordpredictor archive |
Linking:
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