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learner  

Latent Space-Based Transfer Learning
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]
First Published: 2025-01-08
Latest Update: 2025-01-08
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 03 May. 2025.
Previous versions and publish date:
0.1.0 (2025-01-08 16:10)
Other packages that cited learner R package
View learner citation profile
Other R packages that learner depends, imports, suggests or enhances
Complete documentation for learner
Functions, R codes and Examples using the learner R package
Full learner package functions and examples
Downloads during the last 30 days
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