Top 13 C++ Linear Algebra Projects

• taco

  2 1,203 0.0 C++

  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!

• ginkgo

  2 373 9.8 C++

  Numerical linear algebra software package (by ginkgo-project)

  

• WorkOS

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• kokkos-kernels

  1 276 9.1 C++

  Kokkos C++ Performance Portability Programming Ecosystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels

  

• monolish

  1 189 7.8 C++

  monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture

  

• xtensor-blas

  1 154 6.2 C++

  BLAS extension to xtensor

  

• Matrix

  6 28 1.8 C++

  Easy-to-use Scientific Computing library in/for C++ available for Linux and Windows. (by mlcpp)

  

• itpp

  0 26 0.0 C++

  IT++ library mirror/fork. C++ library of mathematical, signal processing and communication classes and functions.

• InfluxDB

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• tensorForth

  1 20 9.6 C++

  Forth does tensors, in CUDA.

• Linear-Algebra

  2 8 0.0 C++

  Educational linear algebra algorithms

• fms_blas

  1 3 0.0 C++

  Lightweight BLAS (and some LAPACK) wrapper.

• kronmult993

  1 1 0.0 C++

  CPU and GPU implementations of kronmult.

  

• ndvec

  1 0 7.6 C++

  constexpr n-dimensional Euclidean vector

Project mention: Show HN: C++23 constexpr n-dimensional Euclidean vector | news.ycombinator.com | 2024-03-15

• matrix-sized

  0 0 0.0 C++

  Generic matrix with statically known size and bindings to C++ linear algebra libraries (Eigen, Spectra).

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• A note from our sponsor - InfluxDB
  www.influxdata.com | 24 Apr 2024

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