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

Visit Website View on GitHub

Created by: NVIDIA

Released: June 23, 2007

Keywords

gpu 159 python 89 pytorch 69 cpp 58 nvidia 57 machine-learning 50 deep-learning 48 opencl 36 gpgpu 31 rust 31

Languages

C++ 132 Python 122 Cuda 63 Rust 30 Jupyter Notebook 26 C 26 Shell 16 Dockerfile 12 Julia 11 Go 6

Licenses

MIT 158 APACHE-2.0 73 OTHER 55 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 2

TIGRE

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

13 Jun 2016 561

https://github.com/diku-dk/futhark

A data-parallel functional programming language

01 Feb 2013 2,302

https://github.com/ccsb-scripps/autodock-gpu

AutoDock for GPUs and other accelerators

14 Jun 2019 377

https://github.com/LLNL/hiop

HPC solver for nonlinear optimization problems

05 Dec 2017 209

https://github.com/MrNeRF/gaussian-splatting-cuda

3D Gaussian Splatting, reimagined: Unleashing unmatched speed with C++ and CUDA from the ground up!

30 Jul 2023 862

vexcl

VexCL is a C++ vector expression template library for OpenCL/CUDA/OpenMP

29 May 2012 701

nvidia-auto-installer-for-fedora-linux

A CLI tool which lets you install proprietary NVIDIA drivers and much more easily on Fedora Linux (32 or above and Rawhide)

18 May 2020 424

https://github.com/roflcoopter/viseron

Self-hosted, local only NVR and AI Computer Vision software

30 Aug 2020 1,603

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

https://github.com/PennyLaneAI/pennylane-lightning

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

06 Jul 2020 82

https://github.com/zeyiwen/thundergbm

ThunderGBM: Fast GBDTs and Random Forests on GPUs

11 Nov 2016 691

https://github.com/src-d/kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

23 Jun 2016 797

https://github.com/mind/wheels

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

27 May 2017 886

https://github.com/mp3guy/Kintinuous

Real-time large scale dense visual SLAM system

22 Oct 2015 913

https://github.com/NVIDIA/nvImageCodec

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

04 Oct 2023 58

omega_h

Simplex mesh adaptivity for HPC

13 May 2016 113

willow-inference-server

Open source, local, and self-hosted highly optimized language inference server supporting ASR/STT, TTS, and LLM across WebRTC, REST, and WS

03 Feb 2023 375