matrix-multiplication

There are 11 repositories under matrix-multiplication topic.

williamfiset / Algorithms
A collection of algorithms and data structures
algorithms linear-algebra graph-theory search-algorithms strings sorting-algorithms dynamic-programming geometry mathematics dijkstra search-algorithm tree-algorithms algorithm maxflow adjacency edmonds-karp-algorithm adjacency-matrix nlog matrix-multiplication traveling-salesman
Language:Java 18220
flame / blis
BLAS-like Library Instantiation Software Framework
blis blas blas-libraries linear-algebra linear-algebra-library matrix-multiplication matrix-calculations matrix-library matrix-functions high-performance high-performance-computing hpc matrix optimization
Language:C 2511
google / XNNPACK
High-efficiency floating-point neural network inference operators for mobile, server, and Web
neural-networks inference inference-optimization simd cpu multithreading matrix-multiplication convolutional-neural-networks convolutional-neural-network neural-network mobile-inference
Language:C 2113
flame / how-to-optimize-gemm
gemm matrix-multiplication gotoblas blis code-optimization
Language:C 1918
Maratyszcza / NNPACK
Acceleration package for neural networks on multi-core CPUs
neural-network neural-networks convolutional-layers inference high-performance high-performance-computing simd cpu multithreading fast-fourier-transform winograd-transform matrix-multiplication
Language:C 1700
CNugteren / CLBlast
Tuned OpenCL BLAS
blas blas-libraries clblas gemm gpu matrix-multiplication opencl
Language:C++ 1141
uncomplicate / neanderthal
Fast Clojure Matrix Library
clojure clojure-library matrix gpu gpu-computing gpgpu opencl cuda high-performance-computing vectorization api matrix-factorization matrix-multiplication matrix-functions matrix-calculations java
Language:Clojure 1105
libxsmm / libxsmm
Library for specialized dense and sparse matrix operations, and deep learning primitives.
jit simd avx512 machine-learning sparse blas matrix-multiplication transpose bfloat16 avx2 avx sse vector intel matrix tensor convolution amx fortran
Language:C 899
flame / blislab
BLISlab: A Sandbox for Optimizing GEMM
gemm matrix-multiplication code-optimization blis
Language:C 536
analyticalrohit / pytorch_fundamentals
Introduction to PyTorch, covering tensor initialization, operations, indexing, and reshaping.
broadcasting deep-learning indexing matrix-multiplication numpy operations pytorch reshaping tensor machine-learning
Language:Jupyter Notebook 502
salykova / sgemm.c
Multi-Threaded FP32 Matrix Multiplication on x86 CPUs
c gemm matrix-multiplication openmp sgemm cpu fast-matrix-multiplication
Language:C 356
mratsim / laser
The HPC toolbox: fused matrix multiplication, convolution, data-parallel strided tensor primitives, OpenMP facilities, SIMD, JIT Assembler, CPU detection, state-of-the-art vectorized BLAS for floats and integers
high-performance-computing deep-learning blas gemm convolution jit assembler simd openmp tensor parallel runtime-cpu-detection compiler-optimization matrix-multiplication
Language:Nim 290
RubixML / Tensor
A library and extension that provides objects for scientific computing in PHP.
linear-algebra matrix vector matrix-decompositions math tensor php scientific-computing php-extension matrix-multiplication matrix-factorizations statistics arithmetic engineering machine-learning tensor-extension tensor-php rubix multithreaded lapack
Language:PHP 263
ROCm / Tensile
[DEPRECATED] Moved to ROCm/rocm-libraries repo
gemm blas dnn neural-networks machine-learning tensors python opencl hip radeon auto-tuning amd gpu-computing gpu-acceleration gpu matrix-multiplication tensor-contraction assembly
Language:Python 246
explosion / cython-blis
💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
cython blis blas blas-libraries openblas linear-algebra matrix-multiplication numpy neural-networks neural-network
Language:C 226
COSMA
eth-cscs / COSMA
Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm
matrix-multiplication mpi linear-algebra gpu-acceleration cuda communication-optimal rocm pdgemm scalapack matmul
Language:C++ 209
james-bowman / sparse
Sparse matrix formats for linear algebra supporting scientific and machine learning applications
go golang matrix scientific-computing matrices csr coo csc dictionary-of-keys sparse-matrix sparse-matrices matrix-format gonum vector matrix-multiplication machine-learning bit-vector sparse-linear-systems sparse-representations blas
Language:Go 165
cp2k / dbcsr
DBCSR: Distributed Block Compressed Sparse Row matrix library
cp2k blas matrix-multiplication gemm cuda sparse-matrix openmp-parallelization mpi hpc linear-algebra
Language:Fortran 144
tgautam03 / xGeMM
Accelerated General (FP32) Matrix Multiplication from scratch in CUDA
cuda-programming gpu-programming matrix-multiplication sgemm
Language:Cuda 139
ROCm / hipBLASLt
[DEPRECATED] Moved to ROCm/rocm-libraries repo
amd assembly blas gemm gpu-computing hip machine-learning matrix-multiplication rocm
Language:Assembly 111
dcwuser / metanumerics
Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.
math-library matrix statistics numerics numerical-optimization numerical-integration numerical-analysis statistical-analysis statistical-tests matrix-factorization matrix-multiplication matrix-library special-functions math scientific-computing data-analysis dotnet csharp-library matrix-algebra optimization
Language:C# 109
libmir / mir-glas
[Experimental] LLVM-accelerated Generic Linear Algebra Subprograms
blas glas linear-algebra-subprograms algebra matrix-multiplication matrix lapack simd
Language:D 104
flatironinstitute / sparse_dot
Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication
mkl scipy sparse-matrix sparse matrix-multiplication python numpy
Language:Python 89
malb / m4ri
M4RI is a library for fast arithmetic with dense matrices over GF(2)
linear-algebra matrix-multiplication matrix-factorization c
Language:C 73
drbh / simd-alphatensor-rs
🧮 alphatensor matrix breakthrough algorithms + simd + rust.
ai matrix-multiplication rust simd
Language:Rust 61
numeric-rust / numeric
N-dimensional matrix class for Rust
rust matrix tensor linear-algebra linear-solvers matrix-multiplication
Language:Rust 61
benwr / bromberg_sl2
Cayley hashing as in "Navigating in the Cayley Graph of SL₂(𝔽ₚ)"
homomorphic hashing hash monoidal matrix-multiplication sl2 tillich-zemor monoid
Language:Rust 57
mperlet / matrix_multiplication
Parallel Matrix Multiplication Using OpenMP, Phtreads, and MPI
matrix-multiplication mpi c openmp thread matrices pthreads parallel-computing
Language:C 56
asc-community / GenericTensor
The only library allowing to create Tensors (matrices extension) with custom types
tensor tensors matrix matrix-multiplication performance generic custom-type vector
Language:C# 51
pontazaricardo / Verilog_Calculator_Matrix_Multiplication
This is a simple project that shows how to multiply two 3x3 matrixes in Verilog.
verilog vhdl calculator matrix-multiplication xilinx xilinx-ise xilinx-vivado xilinx-fpga low-level-programming hardware-designs ic-design
Language:Verilog 51
PASSIONLab / BELLA
BELLA: a Computationally-Efficient and Highly-Accurate Long-Read to Long-Read Aligner and Overlapper
overlapper genome-alignment pacbio-aligner longread-aligner long-read read-aligners matrix-multiplication spgemm
Language:C++ 50
CoffeeBeforeArch / mmul
Serial and parallel implementations of matrix multiplication
mmul serial matrix-multiplication benchmarks gemm parallel
Language:C++ 42
ravenprotocol / ravenverse
Decentralized Computing Backend for Artificial Intelligence, Web3, Metaverse, and Gaming Application
ai machinelearning matrix-multiplication distributed-computing decentralized artificial-intelligence gaming machine-learning metaverse web3
Language:Python 42
bkvogel / metal_performance_testing
Scientific computing with Metal in C++: Matrix multiplication example
cpp matrix-multiplication metal metal-cpp apple-metal
Language:C++ 40
gbenroscience / ParserNG
ParserNG is a powerful , fast math expression parser that parses and evaluates math expressions, does differential calculus(symbolic) evaluations, numerical integration, equation solving(quadratic, Tartaglia's, numerical solutions of other equations) , matrix operations and statistics amongst other functionality. It is written in pure java and has no native dependencies.
math-expressions matrix-calculations parsing parser matrix mathematics calculus statistics mathparser math-parser math-parser-library math-library equation matrix-multiplication matrix-subtraction java
Language:Java 40
andylolu2 / simpleGEMM
The simplest but fast implementation of matrix multiplication in CUDA.
cuda gemm matrix-multiplication
Language:Cuda 38