Open-source gpu-computing software
544 open-source libraries, tools and applications tagged gpu-computing, ranked by how closely gpu-computing is their primary purpose, then by adoption and maintenance health. Each entry links to a page with sources, use cases and when to choose or avoid it.
544 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| uber/aresdb AresDB is a GPU-powered real-time analytics storage and query engine written in Go and C++ with CUDA kernels. It provides low query latency… | 23 | 3078 | maintenance |
| ajbrock/BigGAN-PyTorch A PyTorch implementation of BigGAN for large-scale high-fidelity image synthesis, written by the paper's first author. It supports multi-GP… | 32 | 2928 | maintenance |
| Tencent/PhoenixGo PhoenixGo is a Go (weiqi/baduk) AI engine from Tencent that implements the AlphaGo Zero approach of learning the game without human knowled… | 23 | 2918 | maintenance |
| sxyu/svox2 Official PyTorch/CUDA implementation of Plenoxels, a method for optimizing sparse voxel radiance fields for novel view synthesis without ne… | 32 | 2890 | maintenance |
| cybertronai/gradient-checkpointing A Python library that reduces GPU memory usage when training very deep neural networks via gradient checkpointing, trading computation for … | 32 | 2847 | maintenance |
| microsoft/pai OpenPAI is an open-source AI platform from Microsoft that provides resource scheduling and cluster management for machine learning workload… | 68 | 2700 | maintenance |
| unslothai/hyperlearn HyperLearn is a Python library providing optimized reimplementations of classical machine learning and statistical algorithms (SVD, eigende… | 32 | 2520 | maintenance |
| IST-DASLab/gptq Reference implementation of GPTQ, a one-shot post-training weight quantization method for large generative transformer models based on appr… | 32 | 2386 | maintenance |
| hunglc007/tensorflow-yolov4-tflite A TensorFlow 2.x implementation of YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny object detection models, with scripts that convert original… | 32 | 2255 | maintenance |
| ashawkey/torch-ngp A PyTorch implementation of instant-ngp's NeRF and SDF components with CUDA extensions and an interactive GUI for training and visualizatio… | 32 | 2210 | maintenance |
| PyTorch-Encoding A PyTorch computer vision toolkit with optimized CUDA backend, providing encoding layers, synchronized multi-GPU batch normalization, and p… | 65 | 2045 | maintenance |
| darglein/ADOP ADOP is a point-based differentiable neural rendering pipeline for scene refinement and novel view synthesis, implemented in C++/CUDA with … | 23 | 2028 | maintenance |
| google/compare_gan A TensorFlow library from Google Research providing configurable implementations of GAN components: losses, penalties, normalization techni… | 10 | 1815 | maintenance |
| jkjung-avt/tensorrt_demos A collection of Python demo programs showing how to optimize and run deep learning models (YOLOv4, YOLOv3, SSD, MTCNN, GoogLeNet, MODNet) w… | 46 | 1793 | maintenance |
| Qihoo360/hbox Hbox (formerly XLearning) is a scheduling platform that runs machine learning and deep learning frameworks like TensorFlow, MXNet, Caffe, a… | 43 | 1728 | maintenance |
| uber-research/deep-neuroevolution Distributed implementations of deep neuroevolution algorithms (ES, NS-ES, NSR-ES, DeepGA, Random Search) from Uber AI Labs research papers,… | 32 | 1667 | maintenance |
| tensorflow/mesh Mesh TensorFlow is a Python library and embedded language for specifying distributed tensor computations, letting users define how model di… | 10 | 1629 | maintenance |
| maderix/ANE A research project demonstrating backpropagation and neural network training directly on Apple's Neural Engine using reverse-engineered pri… | 44 | 7275 | experimental |
| Marian NMT Marian is an efficient Neural Machine Translation framework written in pure C++ with minimal dependencies, supporting fast multi-GPU traini… | 23 | 1474 | maintenance |
| nerfstudio NerfAcc is a PyTorch acceleration toolbox for Neural Radiance Fields (NeRF), focused on efficient sampling in the volumetric rendering pipe… | 23 | 1456 | maintenance |
| TSDF Fusion A lightweight Python script that fuses multiple registered RGB-D images into a projective TSDF voxel volume, from which high-quality 3D sur… | 32 | 1432 | maintenance |
| vlfeat/matconvnet MatConvNet is a MATLAB toolbox implementing convolutional neural networks (CNNs) for computer vision applications. It supports training and… | 32 | 1430 | maintenance |
| dbolya/tomesd ToMe for SD is a Python/PyTorch library that speeds up Stable Diffusion image generation by merging redundant tokens in the underlying tran… | 21 | 1400 | maintenance |
| diwi/PixelFlow PixelFlow is a Processing/Java library for high-performance GPU computing via GLSL shaders. It provides fluid simulation, flow-field partic… | 23 | 1284 | maintenance |
| HackerPoet/FractalSoundExplorer An interactive audio-visual sandbox application for exploring fractals in real time on the GPU. Users can click on fractals like the Mandel… | 32 | 1250 | maintenance |
| enazoe/yolo-tensorrt A C++ wrapper around NVIDIA TensorRT for running YOLO object detection models (YOLOv3, YOLOv4, YOLOv5) with support for FP32, FP16, and INT… | 54 | 1201 | maintenance |
| hotshotco/Hotshot-XL Hotshot-XL is an AI text-to-GIF model built to work alongside Stable Diffusion XL, generating 1-second GIFs at 8 FPS. It supports any fine-… | 28 | 1116 | maintenance |
| mapbox/webgl-wind A WebGL-powered library for visualizing wind data as GPU-accelerated particle animations, capable of rendering up to 1 million particles at… | 72 | 1112 | maintenance |
| keroro824/HashingDeepLearning SLIDE is a C++ research codebase implementing locality-sensitive hashing based training of deep neural networks, from the paper 'In Defense… | 32 | 1104 | maintenance |
| Kismuz/btgym BTGym is a Python library that wraps the Backtrader algorithmic trading engine in an OpenAI Gym environment API, enabling event-driven back… | 32 | 1037 | maintenance |
| microsoft/nnfusion NNFusion is a flexible and efficient deep neural network (DNN) compiler that generates high-performance executables from model descriptions… | 23 | 1005 | maintenance |
| 0hq/WebGPT WebGPT is a vanilla JavaScript and HTML implementation of GPT transformer inference running in the browser via WebGPU, in under ~1500 lines… | 30 | 3787 | experimental |
| evilsocket/cake Cake is a multimodal AI inference server written in Rust that runs text, image, and voice models on a single device or shards them across a… | 56 | 3126 | experimental |
| google-research/dex-lang Dex is an experimental research programming language from Google Research for typed, functional array processing in the Haskell/ML family. … | 56 | 1704 | experimental |
| collabora/WhisperFusion WhisperFusion is a real-time voice chat application that combines WhisperLive speech-to-text, a Mistral/Phi LLM, and WhisperSpeech text-to-… | 27 | 1648 | experimental |
| pfnet/PaintsChainer Paints Chainer is a semi-automatic line drawing colorizer that uses convolutional neural networks built on the Chainer deep learning framew… | 32 | 3760 | abandoned |
| mitsuba-renderer/mitsuba2 Mitsuba 2 is a research-oriented, retargetable physically-based rendering system written in C++17, supporting CPU, SIMD-vectorized, and GPU… | 23 | 2073 | abandoned |
| intel/intel-extension-for-pytorch A Python package extending official PyTorch with Intel-specific optimizations for CPUs and GPUs, including quantization and LLM inference a… | 10 | 2012 | abandoned |
| kuz/DeepMind-Atari-Deep-Q-Learner The original DQN 3.0 source code published by DeepMind alongside the 2015 Nature paper 'Human-level control through deep reinforcement lear… | 32 | 1830 | abandoned |
| soumith/dcgan.torch A Torch (Lua) implementation of the DCGAN paper for training deep convolutional generative adversarial networks that generate images. It su… | 32 | 1488 | abandoned |
| nod-ai/AMD-SHARK-Studio AMD-SHARK Studio is a web UI distribution for high-performance machine learning inference built on SHARK and IREE, primarily for running St… | 45 | 1451 | abandoned |
| NiftyNet NiftyNet is a TensorFlow-based open-source convolutional neural networks platform for research in medical image analysis and image-guided t… | 10 | 1374 | abandoned |
| mitsuba-renderer/enoki Enoki is a C++17 header-only template library for structured vectorization and automatic differentiation of numerical code, compiling the s… | 10 | 1290 | abandoned |
| antonmks/Alenka Alenka is a GPU-based column-store database engine written in CUDA that leverages vectorized processing and GPU memory bandwidth for fast a… | 32 | 1166 | abandoned |
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