cuda-toolkit 开源项目推荐（170 个）

xlite-dev /LeetCUDA

LeetCUDA：面向初学者的现代 CUDA 学习笔记（基于 PyTorch），200+ CUDA 内核、Tensor Cores、HGEMM、FA-2 MMA。

chelsea0x3b /dfdx

Rust 中的深度学习，具有形状检查的张量和神经网络

chelsea0x3b /cudarc

CUDA工具包周围的安全铁锈包装

NVIDIA /cudnn-frontend

cuDNN 前端是 NVIDIA 现代开源的 cuDNN 库入口，以及一个不断增长的高性能开源内核集合。

eyalroz /cuda-api-wrappers

Thin, unified, C++-flavored wrappers for the CUDA APIs

phohenecker /switch-cuda

A simple bash script for switching between installed versions of CUDA.

JuliaGPU /CUDAnative.jl

Julia support for native CUDA programming

Jimver /cuda-toolkit

GitHub Action to install CUDA

mitulgarg /env-doctor

Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.

scivision /mumps-superbuild

MUMPS (optional XKBlas GPU) + dependencies SuperBuild via CMake

gocnn /gocu

Go bindings for the CUDA Driver and Runtime APIs, cuBLAS, and cuDNN.

tamimmirza /Intrusion-Detection-System-using-Deep-Learning

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

yanght27 /GPU-Perf-Playground

GPU 性能与 AI Infra 学习项目：CUDA/Triton 算子、NCU/NSYS、vLLM/SGLang/TRT-LLM/ms-swift、PyTorch/DeepSpeed/ms-swift 训练、并行架构

nathtest /Tutorial-Ubuntu-18.04-Install-Nvidia-driver-and-CUDA-and-CUDNN-and-build-Tensorflow-for-gpu

Ubuntu 18.04 How to install Nvidia driver + CUDA + CUDNN + build tensorflow for gpu step by step command line

mikeroyal /CUDA-Guide

CUDA Guide

lepoco /CUDAfy.NET

CUDAfy .NET allows easy development of high performance GPGPU applications completely from the .NET. It's developed in C#.

FahimFBA /CUDA-WSL2-Ubuntu

Install CUDA on Windows11 using WSL2

ashutoshIITK /install_cuda_cudnn_ubuntu_20

Tutorial to install NVIDIA Drivers, CUDA 11.4 and cuDNN for deep learning programming on Ubuntu 20.04.

seyedsaleh /music-generator

Multi-Instrument music generation using C-RNN-GAN with MIDI format input 🎼

dreamrec /ComfyUI-Pixal3D

Pixal3D ComfyUI integration for Windows (RTX 30/40/50) — single image to textured PBR mesh in 3-5 min