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 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

cudarc

Safe rust wrapper around CUDA toolkit

16 Sep 2022 597

https://github.com/lebedov/scikit-cuda

Python interface to GPU-powered libraries

27 Sep 2010 986

https://github.com/spcl/dace

DaCe - Data Centric Parallel Programming

26 Feb 2019 469

https://github.com/m4rs-mt/ILGPU

ILGPU JIT Compiler for high-performance

08 Jan 2017 1,343

https://github.com/NVIDIAGameWorks/kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

14 Nov 2019 4,262

cccl

CUDA C++ Core Libraries

17 Sep 2020 743

https://github.com/jgbit/vuda

VUDA is a header-only library based on Vulkan that provides a CUDA Runtime API interface for writing GPU-accelerated applications

06 Oct 2018 852

https://github.com/gunrock/gunrock

Programmable CUDA/C++ GPU Graph Analytics

03 Nov 2013 965

https://github.com/sony/nnabla-ext-cuda

A CUDA Extension of Neural Network Libraries

21 Jun 2017 92

https://github.com/DefTruth/CUDA-Learn-Notes

🎉 Modern CUDA Learn Notes with PyTorch: fp32/tf32, fp16/bf16, fp8/int8, flash_attn, rope, sgemm, sgemv, warp/block reduce, dot, elementwise, softmax, layernorm, rmsnorm

17 Dec 2022 1,308

https://github.com/brian-team/brian2cuda

A brian2 extension to simulate spiking neural networks on GPUs

27 Oct 2015 58

cuda-toolkit

GitHub Action to install CUDA

10 Mar 2021 146

kernel_tuner

Kernel Tuner

28 Mar 2016 248

https://github.com/clara-parabricks/GenomeWorks

SDK for GPU accelerated genome assembly and analysis

31 May 2019 284

https://github.com/koide3/fast_gicp

A collection of GICP-based fast point cloud registration algorithms

05 Feb 2020 1,216

https://github.com/mp3guy/ElasticFusion

Real-time dense visual SLAM system

22 Oct 2015 1,772

marian-dev

Fast Neural Machine Translation in C++ - development repository

03 May 2016 255

librapid

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

25 May 2021 163

xmrig-cuda

NVIDIA CUDA plugin for XMRig miner

28 Oct 2019 368

LuisaCompute

High-Performance Rendering Framework on Stream Architectures

20 Nov 2020 636