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
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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)
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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:

cpp11fasttext

15 exports 40 stars 6.40 score 30 dependencies 97 mentions 53 scripts 339 downloads

Last updated 7 months agofrom:164f031272. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 12 2024
R-4.5-win-x86_64NOTESep 12 2024
R-4.5-linux-x86_64NOTESep 12 2024
R-4.4-win-x86_64NOTESep 12 2024
R-4.4-mac-x86_64NOTESep 12 2024
R-4.4-mac-aarch64NOTESep 12 2024
R-4.3-win-x86_64NOTESep 12 2024
R-4.3-mac-x86_64NOTESep 12 2024
R-4.3-mac-aarch64NOTESep 12 2024

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 Sep 12 2024.

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

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

Lampros Mouselimis

Rendered fromlanguage_identification.Rmdusingknitr::rmarkdownon Sep 12 2024.

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