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GraphBLAS Specification
The logo of the GraphBLAS API
Status
Released
First published
29 May 2017 (2017-05-29)
Latest version
2.1.0 22 December 2023 (2023-12-22)
Domain
Graph algorithms
License
Creative Commons Attribution (CC BY) 4.0
Website
graphblas.org
GraphBLAS (/ˈɡræfˌblɑːz/ⓘ) is an API specification that defines standard building blocks for graph algorithms in the language of linear algebra.[1][2] GraphBLAS is built upon the notion that a sparse matrix can be used to represent graphs as either an adjacency matrix or an incidence matrix. The GraphBLAS specification describes how graph operations (e.g. traversing and transforming graphs) can be efficiently implemented via linear algebraic methods (e.g. matrix multiplication) over different semirings.[3]
The development of GraphBLAS and its various implementations is an ongoing community effort, including representatives from industry, academia, and government research labs.[4][5]
^"GraphBLAS: A Programming Specification for Graph Analysis". www.sei.cmu.edu. Retrieved 2019-11-08.
^Pereira, Juliana. "High-Performance Graph Algorithms Using Linear Algebra". Central European University, Department of Network and Data Science. Retrieved 13 February 2020.
^"People of ACM - Tim Davis". acm.org. Association for Computing Machinery. Retrieved 8 November 2019.
^Mattson, Tim; Gabb, Henry. "Graph Analytics: A Foundational Building Block for the Data Analytics World". Tech.Decoded. Intel. Retrieved 14 February 2020.
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covering many aspects of mathematics, including algebra, combinatorics, graph theory, group theory, differentiable manifolds, numerical analysis, number...
three-quarters curveball. Jefferies is the nephew of former major league pitcher Blas Minor, and his older brother Jake was a catcher in the minor leagues for...
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Danny Sorensen led this work to be transferred as the BLAS 3 (to extend the simpler BLAS 1 and BLAS 2), a standard that is now widely used. CSRD had many...
On Oil Output Increase; Russia To Boost Production". RFEL. 18 July 2021. Blas, Javier; El Wardany, Salma; Smith, Grant; Khrennikova, Dina (18 July 2021)...
children's personal information, including name, age and location. Sanz-Blas et al. 2019 showed that users who feel that they spend too much time on Instagram...
mainly /ə/, /ɪ/ or /a/ appearing and on occasion /ɔ/. Only certain vowel graphs appear in unstressed syllables: ⟨a, ai, e, ea, ei, i⟩ and very infrequently...
Gen generation (see below) H Hu husband [basic term] LA La -in-law e.g. BLA = WB or HB or ZH / BrLa = WiBr or HuBr or SiHu M Mo mother [basic term] M...
following libraries (for compilation & runtime, in alphabetical order): cuBLAS – CUDA Basic Linear Algebra Subroutines library CUDART – CUDA Runtime library...
Archived from the original on March 24, 2016. Retrieved March 21, 2016. Blas, Lorena (April 9, 2013). "From Baltimore, 'Veep' holds a mirror to D.C."...
TechCrunch. Retrieved December 22, 2021. "Patreon Creators Statistics: Graphs + Analysis". Archived from the original on July 29, 2019. Retrieved July...
roadstead and shield the banana port of Almirante. The more than 350 San Blas Islands near Colombia, are strung out over more than 160 kilometres (99 miles)...
symmetric sparse matrix arises as the adjacency matrix of an undirected graph; it can be stored efficiently as an adjacency list. A block-diagonal matrix...
Moratalaz Ciudad Lineal Hortaleza Villaverde Villa de Vallecas Vicálvaro San Blas-Canillejas Barajas After it became the capital of Spain in the 16th century...
combination of the Mongolian word dalai meaning "ocean" and the Tibetan word (bla-ma) meaning "guru, teacher, mentor".[1] Many Buryats became Orthodox Christians...
(2013). An Introduction to Statistical Learning. Springer. p. 6. Pohar, Maja; Blas, Mateja; Turk, Sandra (2004). "Comparison of Logistic Regression and Linear...
$2 billion valuation". VentureBeat. 2020-11-24. Retrieved 2021-02-08. "BlaBlaCar raises $115m and says next financing could be an IPO | Sifted". sifted...
blocking eliminates the accumulation of the errors, allows using high-level BLAS matrix-matrix product functions, and typically leads to faster convergence...
calculations based on density-functional theory. It utilizes libraries such as MPI, BLAS, and LAPACK and is developed under the GNU General Public License. Titan...
Blocking allows utilizing highly efficient matrix-matrix operations, e.g., BLAS 3. The block size can be tuned to balance convergence speed vs. computer...
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