Package: wordpredictor 0.0.5

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>.

Authors:Nadir Latif [aut, cre]

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wordpredictor.pdf |wordpredictor.html
wordpredictor/json (API)
NEWS

# Install 'wordpredictor' in R:
install.packages('wordpredictor', repos = c('https://pakjiddat.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/pakjiddat/word-predictor/issues

On CRAN:

n-gram-language-modelsnatural-language-processingr-programming

4.78 score 6 stars 9 scripts 295 downloads 11 exports 36 dependencies

Last updated 1 months agofrom:e8d6f971e5. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 11 2024
R-4.5-winOKNov 11 2024
R-4.5-linuxOKNov 11 2024
R-4.4-winOKNov 11 2024
R-4.4-macOKNov 11 2024
R-4.3-winOKNov 11 2024
R-4.3-macOKNov 11 2024

Exports:BaseDataAnalyzerDataCleanerDataSamplerEnvManagerModelModelEvaluatorModelGeneratorModelPredictorTokenGeneratorTPGenerator

Dependencies:clicolorspacedigestdplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepatchworkpillarpkgconfigR6RColorBrewerrlangscalesSnowballCstringistringrtibbletidyselectutf8vctrsviridisLitewithr

Features

Rendered fromfeatures.Rmdusingknitr::rmarkdownon Nov 11 2024.

Last update: 2024-10-12
Started: 2021-06-14

Overview

Rendered fromoverview.Rmdusingknitr::rmarkdownon Nov 11 2024.

Last update: 2024-10-12
Started: 2021-06-14