CRAN/E | textrecipes

textrecipes

Extra 'Recipes' for Text Processing

Installation

About

Converting text to numerical features requires specifically created procedures, which are implemented as steps according to the 'recipes' package. These steps allows for tokenization, filtering, counting (tf and tfidf) and feature hashing.

github.com/tidymodels/textrecipes
textrecipes.tidymodels.org/
System requirements "GNU make"
Bug report File report

Key Metrics

Version 1.0.5
R ≥ 3.6
Published 2023-10-20 189 days ago
Needs compilation? yes
License MIT
License File
CRAN checks textrecipes results

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Maintainer

Maintainer

Emil Hvitfeldt

emil.hvitfeldt@posit.co

Authors

Emil Hvitfeldt

aut / cre

Posit Software
PBC

cph / fnd

Material

README
NEWS
Reference manual
Package source

Vignettes

Working with n-grams
Cookbook - Using more complex recipes involving text
Under the hood - tokenlist

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

textrecipes archive

Depends

R ≥ 3.6
recipes ≥ 1.0.7

Imports

lifecycle
dplyr
generics ≥ 0.1.0
magrittr
Matrix
purrr
rlang
SnowballC
tibble
tokenizers
vctrs
glue

Suggests

covr
data.table
dials ≥ 1.2.0
hardhat
janitor
knitr
modeldata
rmarkdown
sentencepiece
spacyr
stopwords
stringi
testthat ≥ 3.0.0
text2vec
textfeatures ≥0.3.3
tokenizers.bpe
udpipe
wordpiece

LinkingTo

cpp11