ruimtehol

Learn Text 'Embeddings' with 'Starspace'

CRAN Package

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.

  • Version0.3.2
  • R versionunknown
  • LicenseMPL-2.0
  • Needs compilation?Yes
  • Last release02/22/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 276 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 8 times.

Sun
Mon
Tue
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Thu
Fri
Sat
0 downloadsMar 23, 2025
14 downloadsMar 24, 2025
5 downloadsMar 25, 2025
13 downloadsMar 26, 2025
6 downloadsMar 27, 2025
25 downloadsMar 28, 2025
2 downloadsMar 29, 2025
9 downloadsMar 30, 2025
2 downloadsMar 31, 2025
5 downloadsApr 1, 2025
5 downloadsApr 2, 2025
3 downloadsApr 3, 2025
4 downloadsApr 4, 2025
6 downloadsApr 5, 2025
8 downloadsApr 6, 2025
15 downloadsApr 7, 2025
6 downloadsApr 8, 2025
6 downloadsApr 9, 2025
7 downloadsApr 10, 2025
12 downloadsApr 11, 2025
24 downloadsApr 12, 2025
9 downloadsApr 13, 2025
10 downloadsApr 14, 2025
12 downloadsApr 15, 2025
11 downloadsApr 16, 2025
15 downloadsApr 17, 2025
12 downloadsApr 18, 2025
5 downloadsApr 19, 2025
9 downloadsApr 20, 2025
8 downloadsApr 21, 2025
8 downloadsApr 22, 2025
0 downloadsApr 23, 2025
0 downloadsApr 24, 2025
0 downloadsApr 25, 2025
0 downloadsApr 26, 2025
2
25

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,718 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 42 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports1 package
  • Suggests2 packages
  • Linking To2 packages