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The Top 320 Gpu Open Source Projects

Categories > Hardware > Gpu
Pytorch ⭐44,336
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Alacritty ⭐27,240
A cross-platform, GPU-accelerated terminal emulator
Fastai ⭐19,985
The fastai deep learning library, plus lessons and tutorials
Nvidia Docker ⭐12,217
Build and run Docker containers leveraging NVIDIA GPUs
Deeplearning4j ⭐11,864
Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark
Gpu.js ⭐11,832
GPU Accelerated JavaScript
Webgl Fluid Simulation ⭐10,181
Play with fluids in your browser (works even on mobile)
Tvm ⭐5,973
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Catboost ⭐5,544
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
Chainer ⭐5,488
A flexible framework of neural networks for deep learning
Imageai ⭐5,480
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
H2o 3 ⭐5,080
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
Cupy ⭐4,690
A NumPy-compatible array library accelerated by CUDA
Alphapose ⭐4,576
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Gfx ⭐4,396
A low-overhead Vulkan-like GPU API for Rust.
Pipeline ⭐4,079
PipelineAI Kubeflow Distribution
Halide ⭐4,075
a language for fast, portable data-parallel computation
Digits ⭐4,010
Deep Learning GPU Training System
Deepspeed ⭐3,759
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Open3d ⭐3,676
Open3D: A Modern Library for 3D Data Processing
Cudf ⭐3,486
cuDF - GPU DataFrame Library
Arrayfire ⭐3,226
ArrayFire: a general purpose GPU library.
Adanet ⭐3,202
Fast and flexible AutoML with learning guarantees.
Thrust ⭐3,050
The C++ parallel algorithms library.
Dali ⭐2,954
A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications
Ultralight ⭐2,951
Next-generation HTML renderer for apps and games
Nvtop ⭐2,902
NVIDIA GPUs htop like monitoring tool
Pycaret ⭐2,601
An open-source, low-code machine learning library in Python
Js ⭐2,555
turbo.js - perform massive parallel computations in your browser with GPGPU.
Senet ⭐2,554
Squeeze-and-Excitation Networks
Stats ⭐2,475
macOS system monitor in your menu bar
X11docker ⭐2,463
Run GUI applications and desktops in docker. Focus on security.
Omniscidb ⭐2,384
OmniSciDB (formerly MapD Core)
Starling Framework ⭐2,271
The Cross Platform Game Engine
Deepdetect ⭐2,177
Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Meshoptimizer ⭐2,123
Mesh optimization library that makes meshes smaller and faster to render
Gpustat ⭐2,111
📊 A simple command-line utility for querying and monitoring GPU status
Pixel ⭐2,080
🎨🖼 An image editor and engine using CoreImage
Pai ⭐1,899
Resource scheduling and cluster management for AI
Cuml ⭐1,798
cuML - RAPIDS Machine Learning Library
Difftaichi ⭐1,752
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Gapid ⭐1,749
Graphics API Debugger
Gpuweb ⭐1,743
Where the GPU for the Web work happens!
Nd4j ⭐1,708
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Server ⭐1,591
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Remotery ⭐1,559
Single C file, Realtime CPU/GPU Profiler with Remote Web Viewer
Ml Workspace ⭐1,543
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Deeprecommender ⭐1,523
Deep learning for recommender systems
Libcudacxx ⭐1,508
The C++ Standard Library for your entire system.
Wgpu ⭐1,478
Native WebGPU implementation based on gfx-hal
Phenomenon ⭐1,410
⚡️ A fast 2kB low-level WebGL API.
Futhark ⭐1,370
💥💻💥 A data-parallel functional programming language
Tf Quant Finance ⭐1,363
High-performance TensorFlow library for quantitative finance.
Blazingsql ⭐1,347
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Emu ⭐1,318
The write-once-run-anywhere GPGPU library for Rust
Pygraphistry ⭐1,301
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Deep Learning Boot Camp ⭐1,253
A community run, 5-day PyTorch Deep Learning Bootcamp
Thundersvm ⭐1,240
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Hyperlearn ⭐1,189
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Compute ⭐1,165
A C++ GPU Computing Library for OpenCL
Nyuziprocessor ⭐1,127
GPGPU microprocessor architecture
Rpi Vk Driver ⭐1,122
VK driver for the Raspberry Pi (Broadcom Videocore IV)
Waifu2x Ncnn Vulkan ⭐1,052
waifu2x converter ncnn version, runs fast on intel / amd / nvidia GPU with vulkan
Tsne Cuda ⭐1,048
GPU Accelerated t-SNE for CUDA with Python bindings
Pycuda ⭐1,030
CUDA integration for Python, plus shiny features
Neanderthal ⭐910
Fast Clojure Matrix Library
Wheels ⭐895
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
Fieldplay ⭐895
A vector field explorer
Vkquake ⭐880
Vulkan Quake port based on QuakeSpasm
Metalpetal ⭐813
A GPU accelerated image and video processing framework built on Metal.
Graphvite ⭐799
GraphVite: A General and High-performance Graph Embedding System
Tensorflow.jl ⭐794
A Julia wrapper for TensorFlow
Cub ⭐787
Cooperative primitives for CUDA C++ kernel authors.
Scikit Cuda ⭐777
Python interface to GPU-powered libraries
Tf Coriander ⭐766
OpenCL 1.2 implementation for Tensorflow
Unity3d Cg Programming ⭐756
Various shaders.
Pyopencl ⭐742
OpenCL integration for Python, plus shiny features
Kubernetes Gpu Guide ⭐735
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
Acid ⭐734
A high speed C++17 Vulkan game engine
Marian ⭐729
Fast Neural Machine Translation in C++
Toypathtracer ⭐721
Toy path tracer for my own learning purposes (CPU/GPU, C++/C#, Win/Mac/Wasm, DX11/Metal, also Unity)
Makie.jl ⭐701
High level plotting on the GPU.
Gunrock ⭐689
High-Performance Graph Primitives on GPUs
Turbotransformers ⭐659
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Coriander ⭐639
Build NVIDIA® CUDA™ code for OpenCL™ 1.2 devices
Imogen ⭐626
GPU Texture Generator
Dll ⭐599
Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)
Cpu X ⭐596
CPU-X is a Free software that gathers information on CPU, motherboard and more.
Speedtorch ⭐589
Library for faster pinned CPU <-> GPU transfer in Pytorch
Ocbarrage ⭐586
iOS 弹幕库 OCBarrage, 同时渲染5000条弹幕也不卡, 轻量, 可拓展, 高度自定义动画, 超高性能, 简单易上手; A barrage render-engine with high performance for iOS. At the same time, rendering 5000 barrages is also very smooth, lightweight, scalable, highly custom animation, ultra high performance, simple and easy to use!
Luminance Rs ⭐585
Type-safe, type-level and stateless Rust graphics framework
Thundergbm ⭐567
ThunderGBM: Fast GBDTs and Random Forests on GPUs
Webgl Wind ⭐565
Wind power visualization with WebGL particles
Scanner ⭐556
Efficient video analysis at scale
Compute Runtime ⭐555
Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver
Glchaos.p ⭐555
3D GPUs Strange Attractors and Hypercomplex Fractals explorer - up to 256 Million particles in RealTime
Gpu Gems Book Source Code ⭐531
💿 CD Content ( Source Code ) Collection of Book <GPU Gems > 1~ 3 | 《GPU精粹》 1~ 3 随书CD（源代码）珍藏
Cudasift ⭐529
A CUDA implementation of SIFT for NVidia GPUs (1.2 ms on a GTX 1060)
Clblast ⭐527
Tuned OpenCL BLAS
Glsl Pathtracer ⭐514
A GLSL Path Tracer
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