SuiteSparseData: Matrix Data from SuiteSparse Matrix Collection

In gasper: Graph Signal Processing

Matrix Data from SuiteSparse Matrix Collection

Description

This dataset represents the collection of matrices from the SuiteSparse Matrix Collection. The structure of the dataframe mirrors the structure presented on the SuiteSparse Matrix Collection website.

Usage

SuiteSparseData

Format

A data frame with 2893 rows and 8 columns:

ID

Integer. Unique identifier for each matrix.

Name

Character. Name of the matrix.

Group

Character. Group name the matrix belongs to.

Rows

Integer. Number of rows in the matrix.

Cols

Integer. Number of columns in the matrix.

Nonzeros

Integer. Number of non-zero elements in the matrix.

Kind

Character. Kind or category of the matrix.

Date

Character. Date when the matrix was added or updated.

Details

The SuiteSparse Matrix Collection is a large set of sparse matrices that arise in real applications. It is widely used by the numerical linear algebra community for the development and performance evaluation of sparse matrix algorithms. The Collection covers a wide spectrum of domains, including both geometric and non-geometric domains.

Note

Data download date: 2023-11-01 Note that the number of matrices in the SuiteSparse Matrix Collection may have increased since this download date.

Source

SuiteSparse Matrix Collection website: https://sparse.tamu.edu/

References

Davis, T. A., & Hu, Y. (2011). The University of Florida sparse matrix collection. ACM Transactions on Mathematical Software (TOMS), 38(1), 1-25.

Kolodziej, S. P., Aznaveh, M., Bullock, M., David, J., Davis, T. A., Henderson, M., Hu, Y., & Sandstrom, R. (2019). The suitesparse matrix collection website interface. Journal of Open Source Software, 4(35), 1244.

gasper documentation built on May 29, 2024, 8:32 a.m.