Other packages > Find by keyword >

tensorregress  

Supervised Tensor Decomposition with Side Information
View on CRAN: Click here


Download and install tensorregress package within the R console
Install from CRAN:
install.packages("tensorregress")

Install from Github:
library("remotes")
install_github("cran/tensorregress")

Install by package version:
library("remotes")
install_version("tensorregress", "5.1")



Attach the package and use:
library("tensorregress")
Maintained by
Jiaxin Hu
[Scholar Profile | Author Map]
First Published: 2019-11-04
Latest Update: 2023-06-20
Description:
Implement the alternating algorithm for supervised tensor decomposition with interactive side information. Details can be found in the publication Hu, Jiaxin, Chanwoo Lee, and Miaoyan Wang. "Generalized Tensor Decomposition with features on multiple modes." Journal of Computational and Graphical Statistics, Vol. 31, No. 1, 204-218, 2022 <doi:10.1080/10618600.2021.1978471>.
How to cite:
Jiaxin Hu (2019). tensorregress: Supervised Tensor Decomposition with Side Information. R package version 5.1, https://cran.r-project.org/web/packages/tensorregress. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0 (2019-11-04 17:30), 1.1 (2020-02-13 16:50), 2.0 (2020-03-17 21:30), 3.0 (2020-09-16 08:40), 4.0 (2021-06-21 06:40), 5.0 (2023-04-12 12:10)
Other packages that cited tensorregress R package
View tensorregress citation profile
Other R packages that tensorregress depends, imports, suggests or enhances
Complete documentation for tensorregress
Functions, R codes and Examples using the tensorregress R package
Some associated functions: HCP . Tensor-class . as.tensor . dim-methods . fold . hosvd . kronecker_list . nations . rand_tensor . sele_rank . sim_data . tensor_regress . ttl . ttm . tucker . unfold-methods . 
Some associated R codes: HCP.R . bricks.R . miscellanea.R . nations.R . speedglm.R . speedlm.R . tensor_class.R . tensor_decomp.R . tensor_product.R . tensor_regress.R . uncommented.R .  Full tensorregress package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2403/2503/2603/2703/28Downloads for tensorregress024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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