mth343-sparsematrix

• https://mth343-sparsematrix.surge.sh/
• https://mth343-sparsematrix.surge.sh/assets/docs/

This project was generated with Angular CLI version 1.7.2.

Notable Dependencies:

• Numeric Libraries

  • https://www.npmjs.com/package/mathjs
  • https://www.npmjs.com/package/@types/mathjs
  • https://www.npmjs.com/package/ndarray

• Display/Rendering

  • https://www.npmjs.com/package/ng-katex
  • https://www.npmjs.com/package/js-beautify
  • https://www.npmjs.com/package/prismjs
  • https://www.npmjs.com/package/plotly.js

Related Links:

• UF Sparse Matrix Collection - sorted by id
• The Matrix Market Top Ten
• Using Computer Modern on the web
• Pandoc

  # Use Pandoc to generate Writeup.pdf from Writeup.md:
  pandoc .\Writeup.md -o .\Writeup.pdf

References

Algorithms

Compressed Sparse Row (CSR)

Compressed Sparse Row

Related:

• Sparse matrix

Lanczos

Lanczos algorithm

Related:

• Generalized minimal residual method
• Matrix-free methods
• Arnoldi iteration
• Householder transformation
• Singular-value decomposition

Application Libraries

LAPACK and OpenBLAS

• LAPACK
• OpenBLAS

JavaScript Libraries

• math.js | an extensive math library for JavaScript and Node.js
• scijs/packages

Data Sets

• The Matrix Market Top Ten
• UF Sparse Matrix Collection - sorted by id