Other packages > Find by keyword >

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 Apr. 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
03/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/01Downloads for learner010203040506070TrendBars

Today's Hot Picks in Authors and Packages

RI2by2  
Randomization Inference for Treatment Effects on a Binary Outcome
Computes attributable effects based confidence interval, permutation test confidence interval, or as ...
Download / Learn more Package Citations See dependency  
automl  
Deep Learning with Metaheuristic
Fits from simple regression to highly customizable deep neural networks either with gradient descen ...
Download / Learn more Package Citations See dependency  
RPMG  
Graphical User Interface (GUI) for Interactive R Analysis Sessions
Really Poor Man's Graphical User Interface, used to create interactive R analysis sessions with simp ...
Download / Learn more Package Citations See dependency  
RZooRoH  
Partitioning of Individual Autozygosity into Multiple Homozygous-by-Descent Classes
Functions to identify Homozygous-by-Descent (HBD) segments associated with runs of homozygosity (ROH ...
Download / Learn more Package Citations See dependency  
RobustANOVA  
Robust One-Way ANOVA Tests under Heteroscedasticity and Nonnormality
Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetri ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA