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ruimtehol  

Learn Text 'Embeddings' with 'Starspace'
View on CRAN: Click here


Download and install ruimtehol package within the R console
Install from CRAN:
install.packages("ruimtehol")

Install from Github:
library("remotes")
install_github("cran/ruimtehol")

Install by package version:
library("remotes")
install_version("ruimtehol", "0.3.2")



Attach the package and use:
library("ruimtehol")
Maintained by
Jan Wijffels
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-08
Latest Update: 2024-02-22
Description:
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 <doi:10.48550/arXiv.1709.03856>.
How to cite:
Jan Wijffels (2019). ruimtehol: Learn Text 'Embeddings' with 'Starspace'. R package version 0.3.2, https://cran.r-project.org/web/packages/ruimtehol
Previous versions and publish date:
0.1.1 (2019-01-08 18:30), 0.1.2 (2019-01-28 17:30), 0.2.1 (2019-05-31 16:40), 0.2.3 (2020-01-10 10:00), 0.2.5 (2020-10-11 00:10), 0.2 (2019-05-08 10:10), 0.3.1 (2023-01-06 22:30), 0.3 (2020-11-29 18:40)
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