Other packages > Find by keyword >

eigencore  

Certified Partial Eigenvalue and Singular Value Computation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("eigencore", "1.0.0")



Attach the package and use:
library("eigencore")
Maintained by
Bradley Buchsbaum
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-07-25
Latest Update: 2026-07-23
Description:
Computes the top-k singular triplets or eigenpairs of large sparse and structured matrices: the computation behind principal component analysis on big sparse data, spectral embeddings, and low-rank approximation. Every result carries a numerical certificate with residuals, a backward-error bound, orthogonality loss, and a pass/fail flag, and bounds that can only be estimated are reported as such rather than passed. Centered, scaled, and composed operators are solved through native 'C++' kernels without forming dense matrices. Drop-in replacements for the 'RSpectra' interface are included.
How to cite:
Bradley Buchsbaum (2026). eigencore: Certified Partial Eigenvalue and Singular Value Computation. R package version 1.0.0, https://cran.r-project.org/web/packages/eigencore. Accessed 22 Sep. 2026.
Previous versions and publish date:
(2026-08-26 23:11), 1.0.0 (2026-07-23 16:10), 1.0.1 (2026-07-25 00:20), 1.0.2 (2026-07-26 00:00)
Other packages that cited eigencore R package
View eigencore citation profile
Other R packages that eigencore depends, imports, suggests or enhances
Complete documentation for eigencore
Functions, R codes and Examples using the eigencore R package
Full eigencore package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
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  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  
heatmaply  
Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

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