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learner
View on CRAN: Click
here
Download and install learner package within the R console
Install from CRAN:
install.packages("learner")
Install from Github:
library("remotes")
install_github("cran/learner") Install by package version:
library("remotes")
install_version("learner", "1.0.0") Attach the package and use:
library("learner")
Maintained by
Sean McGrath
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-01-08
Latest Update: 2025-03-03
Description:
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>.
How to cite:
Sean McGrath (2025). learner: Latent Space-Based Transfer Learning. R package version 1.0.0, https://cran.r-project.org/web/packages/learner. Accessed 13 Mar. 2026.
Previous versions and publish date:
0.1.0 (2025-01-08 16:10)
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