learner

Latent Space-Based Transfer Learning

CRAN Package

Implements transfer learning methods for low-rank matrix estimation. These methods leverage similarity in the latent row and column spaces between the source and target populations to improve estimation in the target population. The methods include the LatEnt spAce-based tRaNsfer lEaRning (LEARNER) method and the direct projection LEARNER (D-LEARNER) method described by McGrath et al. (2024) doi:10.48550/arXiv.2412.20605.

  • Version1.0.0
  • R versionR (≥ 2.10)
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release03/03/2025

Documentation


Team


Insights

Last 30 days

This package has been downloaded 300 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

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12 downloadsFeb 16, 2025
5 downloadsFeb 17, 2025
12 downloadsFeb 18, 2025
17 downloadsFeb 19, 2025
9 downloadsFeb 20, 2025
9 downloadsFeb 21, 2025
6 downloadsFeb 22, 2025
6 downloadsFeb 23, 2025
5 downloadsFeb 24, 2025
4 downloadsFeb 25, 2025
3 downloadsFeb 26, 2025
3 downloadsFeb 27, 2025
4 downloadsFeb 28, 2025
6 downloadsMar 1, 2025
4 downloadsMar 2, 2025
22 downloadsMar 3, 2025
44 downloadsMar 4, 2025
14 downloadsMar 5, 2025
7 downloadsMar 6, 2025
11 downloadsMar 7, 2025
26 downloadsMar 8, 2025
2 downloadsMar 9, 2025
5 downloadsMar 10, 2025
7 downloadsMar 11, 2025
7 downloadsMar 12, 2025
10 downloadsMar 13, 2025
7 downloadsMar 14, 2025
12 downloadsMar 15, 2025
12 downloadsMar 16, 2025
9 downloadsMar 17, 2025
0 downloadsMar 18, 2025
0 downloadsMar 19, 2025
0 downloadsMar 20, 2025
0 downloadsMar 21, 2025
0 downloadsMar 22, 2025
2
44

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 647 times in the last 365 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The day with the most downloads was Mar 04, 2025 with 44 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

  • Imports3 packages
  • Suggests1 package
  • Linking To2 packages