Cuda Ecosystem

CUDA® is a parallel computing platform and programming model developed by NVIDIA for general computing on graphical processing units (GPUs). With CUDA, developers are able to dramatically speed up computing applications by harnessing the power of GPUs.

Community Repos

Experts

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Created by: NVIDIA

Released: June 23, 2007

Keywords

gpu 162 python 89 pytorch 69 cpp 58 nvidia 58 machine-learning 50 deep-learning 48 opencl 36 rust 31 tensorflow 31

Languages

C++ 130 Python 124 Cuda 65 Rust 30 Jupyter Notebook 26 C 26 Shell 17 Dockerfile 13 Julia 11 Go 6

Licenses

MIT 159 APACHE-2.0 73 OTHER 56 GPL-3.0 41 BSD-3-CLAUSE 24 GPL-2.0 6 BSD-2-CLAUSE 5 CC0-1.0 4 LGPL-3.0 4 AGPL-3.0 3

cudarc

Safe rust wrapper around CUDA toolkit

16 Sep 2022 597

scikit-cuda

Python interface to GPU-powered libraries

27 Sep 2010 986

ILGPU

ILGPU JIT Compiler for high-performance

08 Jan 2017 1,343

cccl

CUDA C++ Core Libraries

17 Sep 2020 743

gunrock

Programmable CUDA/C++ GPU Graph Analytics

03 Nov 2013 965

brian2cuda

A brian2 extension to simulate spiking neural networks on GPUs

27 Oct 2015 58

kernel_tuner

Kernel Tuner

28 Mar 2016 248

GenomeWorks

SDK for GPU accelerated genome assembly and analysis

31 May 2019 284

fast_gicp

A collection of GICP-based fast point cloud registration algorithms

05 Feb 2020 1,216

librapid

A highly optimised C++ library for mathematical applications and neural networks

25 May 2021 163

LuisaCompute

High-Performance Rendering Framework on Stream Architectures

20 Nov 2020 636

futhark

A data-parallel functional programming language

01 Feb 2013 2,302

alpaka

Abstraction Library for Parallel Kernel Acceleration

05 Nov 2014 303

ScaleLLM

A high-performance inference system for large language models, designed for production environments

24 Jul 2023 289

CuVec

Unifying Python/C++/CUDA memory: Python buffered array ↔️ `std::vector` ↔️ CUDA managed memory

16 Jan 2021 80

bmf

Cross-platform, customizable multimedia/video processing framework

15 Jul 2023 773

pennylane-lightning

The PennyLane-Lightning plugin provides a fast state-vector simulator written in C++ for use with PennyLane

06 Jul 2020 82

thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

11 Nov 2016 691

wheels

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

27 May 2017 886

nvImageCodec

A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface

04 Oct 2023 58