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The Top 342 Gpu Open Source Projects

Categories > Hardware > Gpu
Pytorch ⭐ 46,625
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Alacritty ⭐ 30,174
A cross-platform, OpenGL terminal emulator.
Fastai ⭐ 20,528
The fastai deep learning library
Nvidia Docker ⭐ 12,715
Build and run Docker containers leveraging NVIDIA GPUs
Gpu.js ⭐ 12,113
GPU Accelerated JavaScript
Deeplearning4j ⭐ 11,974
Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark
Webgl Fluid Simulation ⭐ 10,631
Play with fluids in your browser (works even on mobile)
Tvm ⭐ 6,365
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Imageai ⭐ 5,957
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Catboost ⭐ 5,738
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 ⭐ 5,532
A flexible framework of neural networks for deep learning
H2o 3 ⭐ 5,227
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.
Alphapose ⭐ 4,881
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Cupy ⭐ 4,858
A NumPy-compatible array library accelerated by CUDA
John ⭐ 4,642
John the Ripper jumbo - advanced offline password cracker, which supports hundreds of hash and cipher types, and runs on many operating systems, CPUs, GPUs, and even some FPGAs
Gfx ⭐ 4,614
A low-overhead Vulkan-like GPU API for Rust.
Deepspeed ⭐ 4,421
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Halide ⭐ 4,212
a language for fast, portable data-parallel computation
Open3d ⭐ 4,135
Open3D: A Modern Library for 3D Data Processing
Pipeline ⭐ 4,108
PipelineAI Kubeflow Distribution
Digits ⭐ 4,025
Deep Learning GPU Training System
Cudf ⭐ 3,708
cuDF - GPU DataFrame Library
Stats ⭐ 3,501
macOS system monitor in your menu bar
Arrayfire ⭐ 3,322
ArrayFire: a general purpose GPU library.
Adanet ⭐ 3,241
Fast and flexible AutoML with learning guarantees.
Thrust ⭐ 3,201
The C++ parallel algorithms library.
Ultralight ⭐ 3,171
Next-generation HTML renderer for apps and games
Dali ⭐ 3,113
A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications
Nvtop ⭐ 3,057
NVIDIA GPUs htop like monitoring tool
Pycaret ⭐ 3,030
An open-source, low-code machine learning library in Python
X11docker ⭐ 2,647
Run GUI applications and desktops in docker. Focus on security.
Senet ⭐ 2,638
Squeeze-and-Excitation Networks
Js ⭐ 2,570
turbo.js - perform massive parallel computations in your browser with GPGPU.
Tf Quant Finance ⭐ 2,494
High-performance TensorFlow library for quantitative finance.
Omniscidb ⭐ 2,448
OmniSciDB (formerly MapD Core)
Meshoptimizer ⭐ 2,298
Mesh optimization library that makes meshes smaller and faster to render
Starling Framework ⭐ 2,275
The Cross Platform Game Engine
Gpustat ⭐ 2,252
📊 A simple command-line utility for querying and monitoring GPU status
Deepdetect ⭐ 2,195
Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Pixel ⭐ 2,146
📷 [v2 development started 🧵] An image editor and engine using CoreImage
Gpuweb ⭐ 2,009
Where the GPU for the Web work happens!
Pai ⭐ 1,995
Resource scheduling and cluster management for AI
Cuml ⭐ 1,971
cuML - RAPIDS Machine Learning Library
Server ⭐ 1,886
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Gapid ⭐ 1,829
Graphics API Debugger
Difftaichi ⭐ 1,828
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Ml Workspace ⭐ 1,768
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Remotery ⭐ 1,739
Single C file, Realtime CPU/GPU Profiler with Remote Web Viewer
Nd4j ⭐ 1,735
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Wgpu ⭐ 1,692
Native WebGPU implementation based on gfx-hal
Libcudacxx ⭐ 1,624
The C++ Standard Library for your entire system.
Deeprecommender ⭐ 1,561
Deep learning for recommender systems
Futhark ⭐ 1,436
💥💻💥 A data-parallel functional programming language
Blazingsql ⭐ 1,431
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Phenomenon ⭐ 1,419
⚡️ A fast 2kB low-level WebGL API.
Pygraphistry ⭐ 1,357
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Emu ⭐ 1,347
The write-once-run-anywhere GPGPU library for Rust
Nyuziprocessor ⭐ 1,343
GPGPU microprocessor architecture
Thundersvm ⭐ 1,274
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Deep Learning Boot Camp ⭐ 1,268
A community run, 5-day PyTorch Deep Learning Bootcamp
Waifu2x Ncnn Vulkan ⭐ 1,224
waifu2x converter ncnn version, runs fast on intel / amd / nvidia GPU with vulkan
Hyperlearn ⭐ 1,201
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 ⭐ 1,190
A C++ GPU Computing Library for OpenCL
Rpi Vk Driver ⭐ 1,157
VK driver for the Raspberry Pi (Broadcom Videocore IV)
Tsne Cuda ⭐ 1,107
GPU Accelerated t-SNE for CUDA with Python bindings
Pycuda ⭐ 1,100
CUDA integration for Python, plus shiny features
Nx ⭐ 1,069
Numerical Elixir and Elixir XLA bindings for CPU/GPU/TPU
Vkquake ⭐ 949
Vulkan Quake port based on QuakeSpasm
Computesharp ⭐ 943
A .NET 5 library to run C# code in parallel on the GPU through DX12 and dynamically generated HLSL compute shaders, with the goal of making GPU computing easy to use for all .NET developers! 🚀
Neanderthal ⭐ 922
Fast Clojure Matrix Library
Fieldplay ⭐ 919
A vector field explorer
Wheels ⭐ 890
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
Metalpetal ⭐ 889
A GPU accelerated image and video processing framework built on Metal.
Cub ⭐ 873
Cooperative primitives for CUDA C++.
Graphvite ⭐ 855
GraphVite: A General and High-performance Graph Embedding System
Tensorflow.jl ⭐ 821
A Julia wrapper for TensorFlow
Pytorch Forecasting ⭐ 819
Time series forecasting with PyTorch
Turbotransformers ⭐ 810
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Acid ⭐ 807
A high speed C++17 Vulkan game engine
Scikit Cuda ⭐ 799
Python interface to GPU-powered libraries
Unity3d Cg Programming ⭐ 789
Various shaders.
Pyopencl ⭐ 783
OpenCL integration for Python, plus shiny features
Makie.jl ⭐ 781
High level plotting on the GPU.
Tf Coriander ⭐ 774
OpenCL 1.2 implementation for Tensorflow
Marian ⭐ 771
Fast Neural Machine Translation in C++
Toypathtracer ⭐ 749
Toy path tracer for my own learning purposes (CPU/GPU, C++/C#, Win/Mac/Wasm, DX11/Metal, also Unity)
Kubernetes Gpu Guide ⭐ 738
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
Fancontrol.releases ⭐ 723
This is the release repository for Fan Control, a highly customizable fan controlling software for Windows.
Gunrock ⭐ 712
High-Performance Graph Primitives on GPUs
Cpu X ⭐ 666
CPU-X is a Free software that gathers information on CPU, motherboard and more
Coriander ⭐ 663
Build NVIDIA® CUDA™ code for OpenCL™ 1.2 devices
Imogen ⭐ 647
GPU Texture Generator
Luminance Rs ⭐ 621
Type-safe, type-level and stateless Rust graphics framework
Speedtorch ⭐ 613
Library for faster pinned CPU <-> GPU transfer in Pytorch
Glsl Pathtracer ⭐ 608
A GLSL Path Tracer
Dll ⭐ 604
Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)
Webgl Wind ⭐ 599
Wind power visualization with WebGL particles
Ocbarrage ⭐ 588
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!
Glchaos.p ⭐ 587
3D GPUs Strange Attractors and Hypercomplex Fractals explorer - up to 256 Million particles in RealTime
Compute Runtime ⭐ 583
Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver
1-100 of 342 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210