Other packages > Find by keyword >

rTensor  

Tools for Tensor Analysis and Decomposition
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rTensor", "1.4.8")



Attach the package and use:
library("rTensor")
Maintained by
Koki Tsuyuzaki
[Scholar Profile | Author Map]
First Published: 2014-01-28
Latest Update: 2021-05-15
Description:
A set of tools for creation, manipulation, and modeling of tensors with arbitrary number of modes. A tensor in the context of data analysis is a multidimensional array. rTensor does this by providing a S4 class 'Tensor' that wraps around the base 'array' class. rTensor provides common tensor operations as methods, including matrix unfolding, summing/averaging across modes, calculating the Frobenius norm, and taking the inner product between two tensors. Familiar array operations are overloaded, such as index subsetting via '[' and element-wise operations. rTensor also implements various tensor decomposition, including CP, GLRAM, MPCA, PVD, and Tucker. For tensors with 3 modes, rTensor also implements transpose, t-product, and t-SVD, as defined in Kilmer et al. (2013). Some auxiliary functions include the Khatri-Rao product, Kronecker product, and the Hadamard product for a list of matrices.
How to cite:
Koki Tsuyuzaki (2014). rTensor: Tools for Tensor Analysis and Decomposition. R package version 1.4.8, https://cran.r-project.org/web/packages/rTensor. Accessed 15 Apr. 2025.
Previous versions and publish date:
1.0 (2014-01-28 00:32), 1.1 (2014-04-08 15:23), 1.2 (2014-11-11 07:59), 1.3 (2015-12-15 00:56), 1.4.1 (2020-03-22 10:32), 1.4 (2018-12-04 11:20)
Other packages that cited rTensor R package
View rTensor citation profile
Other R packages that rTensor depends, imports, suggests or enhances
Complete documentation for rTensor
Downloads during the last 30 days
03/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/14Downloads for rTensor1015202530354045505560TrendBars

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  
mt  
Metabolomics Data Analysis Toolbox
Functions for metabolomics data analysis: data preprocessing, orthogonal signal correction, PCA ana ...
Download / Learn more Package Citations See dependency  
ffscrapr  
API Client for Fantasy Football League Platforms
Helps access various Fantasy Football APIs by handling authentication and rate-limiting, forming ap ...
Download / Learn more Package Citations See dependency  
Maintainer: Tan Ho (view profile)
SAutomata  
Inference and Learning in Stochastic Automata
Machine learning provides algorithms that can learn from data and make inferences or predictions. St ...
Download / Learn more Package Citations See dependency  
bSims  
Agent-Based Bird Point Count Simulator
A highly scientific and utterly addictive bird point count simulator to test statistical assumptio ...
Download / Learn more Package Citations See dependency  
mipplot  
An Open-Source Tool for Visualization of Climate Mitigation Scenarios
Generic functions to produce area/bar/box/line plots of data following IAMC (Integrated Assessment M ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,993

Author Associations

24,013

Publication Badges

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