Package: tokenizers 0.3.1
Thomas Charlon
tokenizers: Fast, Consistent Tokenization of Natural Language Text
Convert natural language text into tokens. Includes tokenizers for shingled n-grams, skip n-grams, words, word stems, sentences, paragraphs, characters, shingled characters, lines, Penn Treebank, regular expressions, as well as functions for counting characters, words, and sentences, and a function for splitting longer texts into separate documents, each with the same number of words. The tokenizers have a consistent interface, and the package is built on the 'stringi' and 'Rcpp' packages for fast yet correct tokenization in 'UTF-8'.
Authors:
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tokenizers.pdf |tokenizers.html✨
tokenizers/json (API)
NEWS
| # Install 'tokenizers' in R: |
| install.packages('tokenizers', repos = c('https://ropensci.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ropensci/tokenizers/issues
- mobydick - The text of Moby Dick
nlppeer-reviewedtext-miningtokenizer
Last updated 4 months agofrom:b80863d088 (on master)
Exports:chunk_textcount_characterscount_sentencescount_wordstokenize_character_shinglestokenize_characterstokenize_linestokenize_ngramstokenize_paragraphstokenize_ptbtokenize_regextokenize_sentencestokenize_skip_ngramstokenize_word_stemstokenize_words
Introduction to the tokenizers Package
Rendered fromintroduction-to-tokenizers.Rmdusingknitr::rmarkdownon Jul 27 2024.Last update: 2022-12-19
Started: 2016-08-11
The Text Interchange Formats and the tokenizers Package
Rendered fromtif-and-tokenizers.Rmdusingknitr::rmarkdownon Jul 27 2024.Last update: 2022-09-23
Started: 2018-03-14
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Basic tokenizers | basic-tokenizers tokenize_characters tokenize_lines tokenize_paragraphs tokenize_regex tokenize_sentences tokenize_words |
| Chunk text into smaller segments | chunk_text |
| Count words, sentences, characters | count_characters count_sentences count_words |
| The text of Moby Dick | mobydick |
| N-gram tokenizers | ngram-tokenizers tokenize_ngrams tokenize_skip_ngrams |
| Character shingle tokenizers | tokenize_character_shingles |
| Penn Treebank Tokenizer | tokenize_ptb |
| Word stem tokenizer | tokenize_word_stems |
| Tokenizers | tokenizers-package tokenizers |
