function: gpu-computing

559 products, primary matches first, then adoption-weighted; health v2 shown.

Product	Health v2	Stars	Maturity
vllm-project/vllm vLLM is a high-throughput, memory-efficient inference and serving engine for large language models, featuring PagedAttention, continuous ba…	93	90149	active
dmlc/xgboost XGBoost is an optimized, scalable gradient boosting library implementing parallel tree boosting (GBDT/GBM) with bindings for Python, R, Jav…	95	28694	stable
Taichi Taichi Lang is an open-source domain-specific language embedded in Python for high-performance parallel numerical computation, using a JIT …	64	28345	active
invoke-ai/InvokeAI Invoke is a self-hosted, open-source creative engine for AI image generation with Stable Diffusion models (SD 1.5, SDXL, Flux), featuring a…	99	28015	active
hashcat Hashcat is the world's fastest and most advanced password recovery utility, supporting over 300 highly-optimized hashing algorithms across …	80	26631	active
JustVugg/colibri Colibrì is a pure-C, zero-dependency inference engine that runs frontier Mixture-of-Experts models (744B to 2.8T parameters) on consumer ha…	80	26251	active
Dao-AILab/flash-attention Official implementation of FlashAttention, FlashAttention-2, -3, and -4: fast and memory-efficient exact attention kernels for GPUs. It acc…	95	24787	active
antirez/ds4 DwarfStar (ds4) is a self-contained native LLM inference engine written in C, optimized for DeepSeek V4 Flash and PRO and GLM 5.2, with sup…	58	21807	active
triton-lang/triton Triton is an open-source language and compiler for writing highly efficient custom deep-learning GPU kernels with Python-level productivity…	92	20017	active
kvcache-ai/ktransformers KTransformers is a Python/C++ framework for CPU-GPU heterogeneous inference and fine-tuning of large language models, with a kt-kernel back…	90	19303	active
tensorflow/tfjs TensorFlow.js is a hardware-accelerated JavaScript library for training and deploying machine learning models in the browser and Node.js. I…	69	19134	stable
lightgbm-org/LightGBM LightGBM is a fast, distributed, high-performance gradient boosting framework based on decision tree algorithms, with APIs for Python, R, C…	86	18714	stable
wgpu wgpu is a cross-platform, safe, pure-Rust graphics API based on the WebGPU standard. It runs natively on Vulkan, Metal, D3D12, and OpenGL, …	99	17870	stable
exaloop/codon Codon is a high-performance Python compiler that statically compiles Python-like code to native machine code via LLVM, typically achieving …	90	16834	active
PavelDoGreat/WebGL-Fluid-Simulation A browser-based interactive fluid simulation built with WebGL that solves Navier-Stokes equations on the GPU. It runs as a web demo and wor…	32	16591	stable
gpujs/gpu.js GPU.js is a JavaScript acceleration library for GPGPU that automatically transpiles JavaScript functions into shader language (GLSL) and co…	97	15370	active
ggml-org/ggml ggml is a plain C/C++ tensor library for machine learning with no dependencies, designed to be simple, portable, and efficient. It supports…	99	15236	stable
vosen/ZLUDA ZLUDA is a drop-in replacement layer for CUDA that lets unmodified CUDA applications run on non-NVIDIA GPUs with near-native performance. I…	85	14777	active
NVIDIA/TensorRT-LLM NVIDIA's TensorRT-LLM is a Python library and runtime for defining and serving Large Language Models with state-of-the-art inference optimi…	84	14483	active
dmlc/dgl DGL (Deep Graph Library) is a Python package for deep learning on graph-structured data, built on top of existing frameworks like PyTorch, …	38	14282	stable
deepseek-ai/FlashMLA FlashMLA is DeepSeek's library of optimized CUDA attention kernels implementing Multi-head Latent Attention (MLA), including dense and toke…	62	12872	active
Numba Numba is an open-source NumPy-aware JIT compiler that translates a subset of Python and NumPy code into fast machine code using LLVM. It su…	94	11129	stable
NVIDIA/cutlass CUTLASS is NVIDIA's collection of CUDA C++ template abstractions and Python DSLs for implementing high-performance GEMM and related linear …	99	10317	active
huggingface/accelerate Hugging Face Accelerate is a Python library that lets you run the same PyTorch training and inference code on any device or distributed con…	95	9838	stable
Tiiny-AI/PowerInfer PowerInfer is a CPU/GPU hybrid LLM inference engine that exploits activation locality to run large language models fast on consumer-grade h…	63	9752	active
NVIDIA/cudf cuDF is a GPU-accelerated DataFrame library for tabular data processing, part of NVIDIA's RAPIDS suite. It provides a pandas-compatible Pyt…	95	9734	stable
Oneflow-Inc/oneflow OneFlow is an open-source deep learning framework written in C++ with a PyTorch-like Python API, focused on scalable and efficient distribu…	48	9428	active
gyroflow/gyroflow Gyroflow is an open-source, cross-platform application that stabilizes video using gyroscope (and optionally accelerometer) motion data log…	72	9366	stable
CatBoost CatBoost is an open-source gradient boosting on decision trees library developed by Yandex, offering high-quality classification, regressio…	85	9078	stable
NVIDIA/apex NVIDIA-maintained PyTorch extension providing utilities for easy mixed precision and distributed training. It offers up-to-date CUDA and C+…	77	8993	active
InternLM/lmdeploy LMDeploy is a toolkit for compressing, quantizing, deploying, and serving large language models, built around its high-performance TurboMin…	95	8024	active
TheLastBen/fast-stable-diffusion A collection of Google Colab notebooks for quickly running Stable Diffusion UIs (AUTOMATIC1111, ComfyUI) and training DreamBooth models for…	57	7910	active
deepseek-ai/DeepGEMM DeepGEMM is a high-performance CUDA BLAS kernel library for NVIDIA tensor cores, providing FP8, FP4, and BF16 GEMMs plus fused MoE and othe…	84	7738	active
kroma-network/tachyon Tachyon is a modular zero-knowledge (ZK) proving backend written in C++17, designed to let developers implement arbitrary proving schemes w…	26	7655	active
EmbarkStudios/rust-gpu rust-gpu is a compiler toolchain that makes Rust a first-class language for writing GPU graphics and compute shaders, compiling Rust code t…	10	7568	active
tile-ai/tilelang TileLang is a Pythonic domain-specific language and compiler (built on TVM) for writing high-performance GPU/CPU/accelerator kernels such a…	88	7288	active
NVIDIA/warp NVIDIA Warp is a Python framework that JIT-compiles regular Python functions into efficient CPU or CUDA GPU kernels. It provides differenti…	98	7033	active
halide/Halide Halide is an embedded DSL (in C++ and Python) for writing high-performance, data-parallel image and array processing pipelines. It separate…	70	6590	stable
linkedin/Liger-Kernel Liger Kernel is a collection of Triton kernels designed to make LLM training faster and more memory-efficient, offering drop-in replacement…	90	6588	active
kvcache-ai/Mooncake Mooncake is a KVCache-centric disaggregated serving platform for LLM inference, originally built to serve Kimi by Moonshot AI. It separates…	91	6398	active
drumih/turbo-fieldfare TurboFieldfare is a custom Swift + Metal runtime that runs Gemma 4 26B-A4B inference in roughly 2 GB of RAM on Apple Silicon Macs by stream…	80	6397	active
flashinfer-ai/flashinfer FlashInfer is a GPU kernel library and kernel generator for LLM inference, providing unified APIs for attention, GEMM, and MoE operations w…	90	6252	active
meta-pytorch/gpt-fast A minimal (<1000 lines) PyTorch-native implementation of fast transformer text generation, demonstrating low-latency LLM inference with int…	44	6249	active
LWJGL/lwjgl3 LWJGL 3 is a Java library providing cross-platform, high-performance bindings to native APIs such as OpenGL, Vulkan, OpenAL, OpenCL, and Op…	95	5435	stable
NVIDIA/cuml NVIDIA cuML is a GPU-accelerated machine learning library offering scikit-learn-style estimators that run on NVIDIA GPUs via CUDA. It also …	94	5264	active
ProjectPhysX/FluidX3D FluidX3D is a high-performance lattice Boltzmann method computational fluid dynamics (CFD) application written in C++/OpenCL. It runs on al…	90	5250	active
NVIDIA/nccl NVIDIA's Collective Communication Library (NCCL) is a C++ library providing topology-aware, high-bandwidth inter-GPU communication primitiv…	98	5027	stable
ztxz16/fastllm fastllm is a high-performance C++ LLM inference library with its own custom operators, requiring no PyTorch dependency. It supports tensor-…	74	4945	active
spaceandtimefdn/blitzar Blitzar is a C++ library (with Rust bindings) that accelerates zero-knowledge proof algorithms on CPU and GPU using CUDA. It was built by S…	89	4865	active
openxla/xla XLA (Accelerated Linear Algebra) is an open-source machine learning compiler that optimizes models from frameworks like PyTorch, TensorFlow…	77	4499	active
st-tech/ppf-contact-solver A GPU-accelerated contact solver for physics-based simulations of shells (cloth), solids, rods, rigid bodies, and sand, originally develope…	87	4446	active
ROCm/hip HIP is a C++ runtime API and kernel programming language for AMD GPUs that mirrors the NVIDIA CUDA programming interface. It enables develo…	95	4392	active
AI4Finance-Foundation/ElegantRL ElegantRL is a lightweight, modular deep reinforcement learning library built on PyTorch that implements core model-free RL algorithms (PPO…	53	4355	active
uxlfoundation/oneDNN oneDNN is an open-source cross-platform performance library providing optimized building blocks (primitives) for deep learning applications…	99	4042	stable
armory3d/armorpaint ArmorPaint is a stand-alone 3D PBR texture painting application that runs entirely on the GPU, supporting node-based procedural materials, …	67	4039	active
AnswerDotAI/gpu.cpp A lightweight, header-only C++20 library for portable low-level GPU compute built on Dawn's WebGPU implementation. It provides a minimal AP…	79	3984	active
cornellius-gp/gpytorch GPyTorch is a Gaussian process library built on PyTorch, designed for scalable, flexible, and modular GP models. It uses linear algebra tec…	82	3906	stable
servo/pathfinder Pathfinder 3 is a fast GPU-based rasterizer for fonts and vector graphics, usable from Rust or C/C++ via a canvas-like API. It supports Ope…	58	3896	active
NVIDIA/k8s-device-plugin NVIDIA's official Kubernetes device plugin that exposes NVIDIA GPUs as schedulable resources in Kubernetes clusters. It supports GPU sharin…	95	3859	stable
PaddlePaddle/FastDeploy FastDeploy is a high-performance inference and deployment toolkit for large language models and vision-language models built on PaddlePaddl…	88	3711	active
thu-ml/SageAttention SageAttention is a family of quantized attention kernels (INT8/FP8/FP4) that accelerate transformer inference 2-5x over FlashAttention with…	40	3684	active
mmp/pbrt-v4 pbrt-v4 is the C++ physically based ray tracing system accompanying the fourth edition of the book 'Physically Based Rendering: From Theory…	71	3683	stable
HazyResearch/ThunderKittens ThunderKittens is a C++/CUDA framework of tile-based primitives for writing fast deep learning GPU kernels. It embeds natively into CUDA so…	70	3659	active
mit-han-lab/llm-awq AWQ is a Python library implementing Activation-aware Weight Quantization for compressing large language models to low-bit (INT3/4) weights…	44	3621	active
holoviz/datashader Datashader is a Python data rasterization pipeline that renders very large datasets into fixed-size images by projecting, aggregating, and …	89	3558	active
NVIDIA/cuda-python NVIDIA's official Python package for accessing the CUDA platform, providing Pythonic APIs and low-level bindings to CUDA C APIs, parallel a…	95	3359	active
google-ai-edge/LiteRT LiteRT is Google's successor to TensorFlow Lite, an on-device runtime for high-performance ML and GenAI inference on edge platforms. It pro…	85	3339	active
determined-ai/determined Determined is an open-source deep learning platform that combines distributed training, hyperparameter tuning, experiment tracking, and GPU…	39	3236	active
facebook/igl Facebook's Intermediate Graphics Library (IGL) is a cross-platform C++ library that provides a single low-level interface for commanding th…	71	3229	active
orhun/ratty Ratty is a GPU-rendered terminal emulator written in Rust with Ratatui that supports inline 3D graphics alongside traditional 2D terminal r…	78	3203	active
Sergio0694/ComputeSharp ComputeSharp is a .NET library that lets developers write compute and pixel shaders in C# and run them in parallel on the GPU via DirectX 1…	73	3161	stable
software-mansion/TypeGPU TypeGPU is a modular TypeScript toolkit for WebGPU that provides advanced type inference and lets developers write WGSL shaders directly in…	92	3102	active
ikawrakow/ik_llama.cpp A fork of llama.cpp offering state-of-the-art quantization types and improved CPU/CUDA inference performance for large language models. It …	59	3091	active
PixarAnimationStudios/OpenSubdiv OpenSubdiv is a set of open-source C++ libraries implementing high-performance subdivision surface evaluation on massively parallel CPU and…	76	3070	stable
lammps/lammps LAMMPS (Large-scale Atomic/Molecular Massively Parallel Simulator) is an open-source classical molecular dynamics simulation code focused o…	94	3029	stable
deepseek-ai/DualPipe DualPipe is a Python library implementing a bidirectional pipeline parallelism algorithm that overlaps forward and backward computation wit…	48	2998	active
thu-pacman/chitu Chitu (赤兔) is a high-performance inference framework for large language models, positioned as a production-grade LLM serving engine. It sup…	84	2995	active
ispc/ispc Intel ISPC is a compiler for a C-based SPMD (single program, multiple data) language that targets SIMD vector units on CPUs and GPUs. It le…	89	2945	stable
leggedrobotics/rsl_rl RSL-RL is a GPU-accelerated, lightweight reinforcement learning library for robotics research, featuring algorithms like PPO and Student-Te…	97	2916	active
elixir-nx/nx Nx is an Elixir library providing multi-dimensional arrays (tensors) and numerical definitions with pluggable backends. The monorepo also i…	98	2901	active
Lolliedieb/lolMiner-releases lolMiner is a closed-source GPU cryptocurrency miner for AMD, Nvidia, and Intel graphics cards supporting many proof-of-work algorithms suc…	56	2890	active
diku-dk/futhark Futhark is a purely functional, statically typed data-parallel array programming language in the ML family, developed at the University of …	95	2793	active
Mega4alik/ollm oLLM is a lightweight Python library for large-context LLM inference built on Hugging Face Transformers and PyTorch. It offloads weights an…	60	2788	active
Luce-Org/lucebox Lucebox is an open-source LLM inference engine written in C++ with custom CUDA/HIP kernels, focused on speculative decoding and speculative…	59	2788	active
FasterDecoding/Medusa Medusa is a framework that accelerates LLM text generation by adding multiple decoding heads to an existing model, avoiding the need for a …	18	2770	active
RenderKit/embree Intel Embree is a high-performance ray tracing kernel library providing optimized primitive intersection and acceleration structure constru…	80	2745	stable
CVCUDA/CV-CUDA CV-CUDA is an open-source GPU-accelerated library of computer vision and image processing operators built on CUDA, with C++ and Python APIs…	93	2718	active
xdit-project/xDiT xDiT is a scalable inference engine for Diffusion Transformers (DiTs) that enables parallel deployment across multiple GPUs and machines. I…	77	2699	active
Const-me/Whisper A Windows port of whisper.cpp that runs OpenAI's Whisper speech recognition model on the GPU via DirectCompute (Direct3D 11 compute shaders…	60	10649	maintenance
kokkos/kokkos Kokkos Core is a C++ programming model providing abstractions for parallel execution and memory management to write performance-portable ap…	99	2649	stable
meta-pytorch/torchrec TorchRec is a PyTorch domain library for building recommendation systems at scale. It provides distributed sharding of large embedding tabl…	90	2599	active
KomputeProject/kompute Kompute is a general-purpose GPU compute framework built on Vulkan that works across vendor GPUs (AMD, NVIDIA, Qualcomm, etc.) with both C+…	66	2558	active
SafeAILab/EAGLE EAGLE is the official implementation of the EAGLE family of speculative decoding algorithms (EAGLE-1/2/3) for accelerating LLM text generat…	57	2510	active
NVIDIA/cccl CUDA Core Compute Libraries (CCCL) is NVIDIA's unified repository for Thrust, CUB, and libcudacxx, providing high-performance C++ abstracti…	98	2488	active
pykeio/ort ort is a safe, fast Rust binding for Microsoft's ONNX Runtime, providing hardware-accelerated machine learning inference and training for O…	89	2476	active
mirage-project/mirage Mirage Persistent Kernel (MPK) is a compiler and runtime that transforms multi-GPU LLM inference into a single fused megakernel, reducing i…	83	2452	active
lupinemachines/lupine LUPINE is a GPU-over-IP bridge that lets machines without local GPUs attach NVIDIA GPUs running on remote servers over the network. It expo…	89	2382	active
FMInference/FlexLLMGen FlexLLMGen is a high-throughput generation engine for running large language models on a single GPU with limited memory. It uses IO-efficie…	10	9352	maintenance
idaholab/moose MOOSE is a finite-element, multiphysics simulation framework developed by Idaho National Laboratory, built on top of PETSc's nonlinear solv…	77	2338	stable
tracel-ai/cubecl CubeCL is a Rust language extension, JIT compiler, and runtime set for writing high-performance GPU compute kernels in plain Rust. A single…	81	2334	active