Package: fastText 1.0.4

fastText: Efficient Learning of Word Representations and Sentence Classification

An interface to the 'fastText' <https://github.com/facebookresearch/fastText> library for efficient learning of word representations and sentence classification. The 'fastText' algorithm is explained in detail in (i) "Enriching Word Vectors with subword Information", Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov, 2017, <doi:10.1162/tacl_a_00051>; (ii) "Bag of Tricks for Efficient Text Classification", Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov, 2017, <doi:10.18653/v1/e17-2068>; (iii) "FastText.zip: Compressing text classification models", Armand Joulin, Edouard Grave, Piotr Bojanowski, Matthijs Douze, Herve Jegou, Tomas Mikolov, 2016, <arxiv:1612.03651>.

Authors:Lampros Mouselimis [aut, cre], Facebook Inc [cph]

fastText_1.0.4.tar.gz
fastText_1.0.4.zip(r-4.5)fastText_1.0.4.zip(r-4.4)fastText_1.0.4.zip(r-4.3)
fastText_1.0.4.tgz(r-4.4-x86_64)fastText_1.0.4.tgz(r-4.4-arm64)fastText_1.0.4.tgz(r-4.3-x86_64)fastText_1.0.4.tgz(r-4.3-arm64)
fastText_1.0.4.tar.gz(r-4.5-noble)fastText_1.0.4.tar.gz(r-4.4-noble)
fastText_1.0.4.tgz(r-4.4-emscripten)fastText_1.0.4.tgz(r-4.3-emscripten)
fastText.pdf |fastText.html✨
fastText/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/mlampros/fasttext/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

cpp11fasttextcpp

7.35 score 41 stars 55 scripts 282 downloads 97 mentions 15 exports 30 dependencies

Last updated 12 months agofrom:164f031272. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 10 2025
R-4.5-win-x86_64NOTEJan 10 2025
R-4.5-linux-x86_64NOTEJan 10 2025
R-4.4-win-x86_64NOTEJan 10 2025
R-4.4-mac-x86_64NOTEJan 10 2025
R-4.4-mac-aarch64NOTEJan 10 2025
R-4.3-win-x86_64NOTEJan 10 2025
R-4.3-mac-x86_64NOTEJan 10 2025
R-4.3-mac-aarch64NOTEJan 10 2025

Exports:fasttext_interfacelanguage_identificationplot_progress_logsprint_parametersprintAnalogiesUsageprintDumpUsageprintNNUsageprintPredictUsageprintPrintNgramsUsageprintPrintSentenceVectorsUsageprintPrintWordVectorsUsageprintQuantizeUsageprintTestLabelUsageprintTestUsageprintUsage

Dependencies:clicolorspacedata.tablefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr

Functionality of the fastText R package

Lampros Mouselimis

Rendered fromthe_fastText_R_package.Rmdusingknitr::rmarkdownon Jan 10 2025.

Last update: 2019-07-14
Started: 2019-04-11

Language Identification using the 'fastText' package (a Benchmark)

Lampros Mouselimis

Rendered fromlanguage_identification.Rmdusingknitr::rmarkdownon Jan 10 2025.

Last update: 2021-05-14
Started: 2021-05-14