ruimtehol (0.1.2)

Learn Text 'Embeddings' with 'Starspace'.

Wraps the 'StarSpace' library 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 .

Maintainer: Jan Wijffels
Author(s): Jan Wijffels [aut, cre, cph] (R wrapper), BNOSAC [cph] (R wrapper), Facebook, Inc. [cph] (Starspace (BSD licensed))

License: MPL-2.0

Uses: Rcpp, data.table, udpipe

Released 12 months ago.