C++ tensor-algebra

Open-source C++ projects categorized as tensor-algebra
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Topics: Linear Algebra Mathematics Physics Python3 Library
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C++ tensor-algebra Projects

  • taco

    The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

    • Project mention: The Distributed Tensor Algebra Compiler (2022) | news.ycombinator.com | 2023-06-15

    I agree! Much of this work was done as part of the overarching TACO project (https://github.com/tensor-compiler/taco), in an attempt to distribute sparse tensor computations (https://rohany.github.io/publications/sc2022-spdistal.pdf). MLIR recently (~mid 2022) began implementing the ideas from TACO into a "sparse tensor" dialect, so perhaps some of these ideas could make it into there. I'm working with MLIR these days, and if I could re-do the project now I would probably utilize and targetb the MLIR linalg infrastructure!

  • cadabra2

    A field-theory motivated approach to computer algebra.

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 taco 1,208
2 cadabra2 215

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