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NervanaSystems /neon

Star3.9k

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

python fast performance deep-learning neural-network neon mkl

UpdatedDec 23, 2020
Python

OpenNMT /CTranslate2

Star3.7k

Fast inference engine for Transformer models

deep-neural-networks deep-learning cpp neon machine-translation openmp parallel-computing cuda inference avx intrinsics avx2 neural-machine-translation opennmt quantization gemm mkl thrust transformer-models onednn

UpdatedFeb 25, 2025
C++

zhihu /cuBERT

Star543

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

deep-learning tensorflow cuda inference transformer bert predict mkl

UpdatedNov 18, 2020
C++

hahnec /color-matcher

Star503

automatic color-grading

color image transfer photography matching match histogram automatic colour stopmotion mkl augmentation lightfield reinhard color-grading histogram-equalization monge kantorovich pitie re-color

UpdatedMar 17, 2023
Python

JuliaMath /FFTW.jl

Star278

Julia bindings to the FFTW library for fast Fourier transforms

math julia bindings fft fftw mkl

UpdatedJan 22, 2025
Julia

DanielMartensson /CControl

Star227

Using advanced control and computer vision techniques in an easy way for embedded

c machine-learning embedded-systems pca machinelearning control-systems lapack lda optimal-control computervision mkl systemidentification math-kernel-library

UpdatedFeb 25, 2025
C

ricosjp /monolish

Star201

monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture

cpu hpc gpu matrix linear-algebra openmp cuda scientific-computing blas cpp17 lapack linear-algebra-library sparse-matrix mkl cpp17-library matrix-structures

UpdatedMar 9, 2025
C++

MKL-NET /MKL.NET

Star173

A simple cross platform .NET API for Intel MKL

integration cross-platform math optimization matrix linear-algebra root-finding minimum differentiation mkl

UpdatedOct 7, 2024
C#

fancompute /angler

Star160

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

simulation optimization solver optics sensitivity-analysis inverse-problems frequency-domain electromagnetic mkl adjoint photonics adjoint-sensitivities fdfd nonlinear-devices

UpdatedDec 14, 2019
Python

yzhaiustc /Optimizing-DGEMM-on-Intel-CPUs-with-AVX512F

Star135

Stepwise optimizations of DGEMM on CPU, reaching performance faster than Intel MKL eventually, even under multithreading.

openmp simd blas avx512 gemm mkl

UpdatedFeb 3, 2022
C

IvanoLauriola /MKLpy

Star129

A package for Multiple Kernel Learning in Python

kernel-methods representation-learning mkl string-kernel multiple-kernel-learning boolean-kernel

UpdatedApr 3, 2023
Python

IntelPython /dpnp

Star104

Data Parallel Extension for NumPy

gpu numpy intel python3 gpu-acceleration pstl mkl sycl oneapi dpcpp

UpdatedMar 16, 2025
Python

mratsim /Arch-Data-Science

Sponsor

Star95

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

opencv package data-science machine-learning natural-language-processing deep-learning mxnet archlinux tensorflow scikit-learn cuda pandas pytorch spacy xgboost lightgbm cudnn mkl nervana natural-language-understanding

UpdatedNov 9, 2019
Shell

olmallet81 /URT

Star91

Fast Unit Root Tests and OLS regression in C++ with wrappers for R and Python

rcpp eigen openmp cpp11 armadillo blas statistical-tests linear-algebra-library algorithmic-trading blaze ols-regression rcpparmadillo urt mkl openblas cython-wrapper

UpdatedDec 1, 2021
C++

rust-math /intel-mkl-src

Star87

Redistribute Intel MKL as a crate

rust science blas fft lapack mkl

UpdatedApr 24, 2024
Rust

flatironinstitute /sparse_dot

Star81

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

python numpy matrix-multiplication sparse scipy sparse-matrix mkl

UpdatedMar 15, 2025
Python

GeoscienceAustralia /DynAdjust

Star75

Least squares adjustment software

fast xsd multithreading generic-mapping-tools least-squares geodesy tbb geodesyml mkl surveying xercesc geoid reference-frame partial-least-squares nonlinear-least-squares linear-least-squares weighted-least-squares network-segmentation

UpdatedMar 14, 2025
C++

cgohlke /numpy-mkl-wheels

Star74

Wheels for Python on Windows, linked to oneAPI MKL.

python windows numpy wheels mkl oneapi

UpdatedJan 4, 2025

IntelPython /mkl-service

Star72

Python hooks for Intel(R) Math Kernel Library runtime control settings.

python mkl

UpdatedMar 13, 2025
Cython

IntelPython /mkl_fft

Star65

NumPy-based Python interface to Intel (R) MKL FFT functionality

numpy fft mkl

UpdatedMar 14, 2025
Python

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