A Hands-On Introduction to GraphBLAS: The Python Edition

Abstract

Outline: Graphs and Linear Algebra; The GraphBLAS API and Adjacency Matrices; GraphBLAS Operations; Pygraphblas and modifying the behavior of operations; Graph Algorithms expressed with GraphBLAS: Breadth-First Traversal; Connected Components; Triangle Counting; PageRank.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2021
Accession Number
AD1138330

Entities

People

  • Scott McMillan
  • Tim Mattson

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Algebra
  • Algorithms
  • C Programming Language
  • Computer Programming
  • Containers
  • Department Of Defense
  • Language
  • Linear Algebra
  • Materials
  • Programming Languages
  • Software Development
  • Sparse Matrix
  • Specifications
  • Standards
  • Triangles
  • Wavefronts

Readers

  • Database Systems and Applications
  • Graph Algorithms and Convex Optimization.