Package: ruimtehol 0.3.2
ruimtehol: Learn Text 'Embeddings' with 'Starspace'
Wraps the 'StarSpace' library <https://github.com/facebookresearch/StarSpace> allowing users to calculate word, sentence, article, document, webpage, link and entity 'embeddings'. By using the 'embeddings', you can perform text based multi-label classification, find similarities between texts and categories, do collaborative-filtering based recommendation as well as content-based recommendation, find out relations between entities, calculate graph 'embeddings' as well as perform semi-supervised learning and multi-task learning on plain text. The techniques are explained in detail in the paper: 'StarSpace: Embed All The Things!' by Wu et al. (2017), available at <arxiv:1709.03856>.
Authors:
ruimtehol_0.3.2.tar.gz
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ruimtehol_0.3.2.tgz(r-4.4-x86_64)ruimtehol_0.3.2.tgz(r-4.4-arm64)ruimtehol_0.3.2.tgz(r-4.3-x86_64)ruimtehol_0.3.2.tgz(r-4.3-arm64)
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ruimtehol.pdf |ruimtehol.html✨
ruimtehol/json (API)
NEWS
# Install 'ruimtehol' in R: |
install.packages('ruimtehol', repos = c('https://bnosac.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bnosac/ruimtehol/issues
- dekamer - Dataset from 2017 with Questions and Answers in the Belgium Federal Parliament
- dekamer_theme_terminology - Dataset containing relevant terminology for each theme of the 'dekamer' dataset
classificationembeddingsnatural-language-processingnlpsimilaritystarspacetext-mining
Last updated 9 months agofrom:ff56ab0b1d. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-win-x86_64 | OK | Oct 31 2024 |
R-4.5-linux-x86_64 | OK | Oct 31 2024 |
R-4.4-win-x86_64 | OK | Oct 31 2024 |
R-4.4-mac-x86_64 | OK | Oct 31 2024 |
R-4.4-mac-aarch64 | OK | Oct 31 2024 |
R-4.3-win-x86_64 | OK | Oct 31 2024 |
R-4.3-mac-x86_64 | OK | Oct 31 2024 |
R-4.3-mac-aarch64 | OK | Oct 31 2024 |
Exports:embed_articlespaceembed_docspaceembed_entityrelationspaceembed_pagespaceembed_sentencespaceembed_tagspaceembed_wordspaceembedding_similaritystarspacestarspace_dictionarystarspace_embeddingstarspace_knnstarspace_load_modelstarspace_save_model