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The Top 366 Gpu Open Source Projects

Categories > Hardware > Gpu
Pytorch ⭐ 48,756
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Alacritty ⭐ 33,022
A cross-platform, OpenGL terminal emulator.
Fastai ⭐ 20,997
The fastai deep learning library
Nvidia Docker ⭐ 13,217
Build and run Docker containers leveraging NVIDIA GPUs
Gpu.js ⭐ 12,557
GPU Accelerated JavaScript
Deeplearning4j ⭐ 12,076
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 ⭐ 10,937
Play with fluids in your browser (works even on mobile)
Tvm ⭐ 6,759
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Imageai ⭐ 6,218
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Catboost ⭐ 5,897
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 ⭐ 5,576
A flexible framework of neural networks for deep learning
H2o 3 ⭐ 5,373
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 ⭐ 5,199
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Cupy ⭐ 5,163
NumPy & SciPy for GPU
Deepspeed ⭐ 5,078
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
John ⭐ 4,998
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 ⭐ 4,870
A low-overhead Vulkan-like GPU API for Rust.
Open3d ⭐ 4,569
Open3D: A Modern Library for 3D Data Processing
Stats ⭐ 4,405
macOS system monitor in your menu bar
Halide ⭐ 4,401
a language for fast, portable data-parallel computation
Pipeline ⭐ 4,111
PipelineAI Kubeflow Distribution
Scalene ⭐ 4,040
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python
Digits ⭐ 4,035
Deep Learning GPU Training System
Cudf ⭐ 3,988
cuDF - GPU DataFrame Library
Pycaret ⭐ 3,567
An open-source, low-code machine learning library in Python
Arrayfire ⭐ 3,518
ArrayFire: a general purpose GPU library.
Ultralight ⭐ 3,376
Next-generation HTML renderer for apps and games
Thrust ⭐ 3,331
The C++ parallel algorithms library.
Dali ⭐ 3,310
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Adanet ⭐ 3,280
Fast and flexible AutoML with learning guarantees.
Nvtop ⭐ 3,272
NVIDIA GPUs htop like monitoring tool
X11docker ⭐ 2,824
Run GUI applications and desktops in docker. Focus on security.
Senet ⭐ 2,714
Squeeze-and-Excitation Networks
Tf Quant Finance ⭐ 2,663
High-performance TensorFlow library for quantitative finance.
Js ⭐ 2,582
turbo.js - perform massive parallel computations in your browser with GPGPU.
Omniscidb ⭐ 2,497
OmniSciDB (formerly MapD Core)
Meshoptimizer ⭐ 2,470
Mesh optimization library that makes meshes smaller and faster to render
Gpustat ⭐ 2,457
📊 A simple command-line utility for querying and monitoring GPU status
Gpuweb ⭐ 2,292
Where the GPU for the Web work happens!
Brightroom ⭐ 2,291
📷 A composable image editor using Core Image and Metal.
Server ⭐ 2,285
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Starling Framework ⭐ 2,283
The Cross Platform Game Engine
Deepdetect ⭐ 2,232
Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Cuml ⭐ 2,214
cuML - RAPIDS Machine Learning Library
Pai ⭐ 2,079
Resource scheduling and cluster management for AI
Ml Workspace ⭐ 1,987
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Wgpu ⭐ 1,953
Native WebGPU implementation based on gfx-hal
Difftaichi ⭐ 1,895
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Gapid ⭐ 1,874
Graphics API Debugger
Remotery ⭐ 1,811
Single C file, Realtime CPU/GPU Profiler with Remote Web Viewer
Nd4j ⭐ 1,767
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Libcudacxx ⭐ 1,731
The C++ Standard Library for your entire system.
Deeprecommender ⭐ 1,579
Deep learning for recommender systems
Blazingsql ⭐ 1,516
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Futhark ⭐ 1,486
💥💻💥 A data-parallel functional programming language
Phenomenon ⭐ 1,424
⚡️ A fast 2kB low-level WebGL API.
Waifu2x Ncnn Vulkan ⭐ 1,419
waifu2x converter ncnn version, runs fast on intel / amd / nvidia GPU with vulkan
Nx ⭐ 1,401
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
Pygraphistry ⭐ 1,396
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Nyuziprocessor ⭐ 1,389
GPGPU microprocessor architecture
Emu ⭐ 1,383
The write-once-run-anywhere GPGPU library for Rust
Thundersvm ⭐ 1,316
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Deep Learning Boot Camp ⭐ 1,271
A community run, 5-day PyTorch Deep Learning Bootcamp
Hyperlearn ⭐ 1,210
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 ⭐ 1,205
A C++ GPU Computing Library for OpenCL
Tsne Cuda ⭐ 1,184
GPU Accelerated t-SNE for CUDA with Python bindings
Rpi Vk Driver ⭐ 1,170
VK driver for the Raspberry Pi (Broadcom Videocore IV)
Pycuda ⭐ 1,160
CUDA integration for Python, plus shiny features
Computesharp ⭐ 1,085
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! 🚀
Pytorch Forecasting ⭐ 1,083
Time series forecasting with PyTorch
Fancontrol.releases ⭐ 1,050
This is the release repository for Fan Control, a highly customizable fan controlling software for Windows.
Vkquake ⭐ 1,010
Vulkan Quake port based on QuakeSpasm
Metalpetal ⭐ 1,003
A GPU accelerated image and video processing framework built on Metal.
Fieldplay ⭐ 952
A vector field explorer
Cub ⭐ 933
Cooperative primitives for CUDA C++.
Neanderthal ⭐ 933
Fast Clojure Matrix Library
Acid ⭐ 930
A high speed C++17 Vulkan game engine
Graphvite ⭐ 911
GraphVite: A General and High-performance Graph Embedding System
Turbotransformers ⭐ 892
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Wheels ⭐ 890
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
Makie.jl ⭐ 877
High level plotting on the GPU.
Unity3d Cg Programming ⭐ 839
Various shaders.
Scikit Cuda ⭐ 833
Python interface to GPU-powered libraries
Tensorflow.jl ⭐ 830
A Julia wrapper for TensorFlow
Pyopencl ⭐ 810
OpenCL integration for Python, plus shiny features
Marian ⭐ 802
Fast Neural Machine Translation in C++
Tf Coriander ⭐ 777
OpenCL 1.2 implementation for Tensorflow
Toypathtracer ⭐ 774
Toy path tracer for my own learning purposes (CPU/GPU, C++/C#, Win/Mac/Wasm, DX11/Metal, also Unity)
Cpu X ⭐ 766
CPU-X is a Free software that gathers information on CPU, motherboard and more
Kubernetes Gpu Guide ⭐ 749
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
Gunrock ⭐ 737
High-Performance Graph Primitives on GPUs
Glsl Pathtracer ⭐ 723
A GLSL Path Tracer
Emacs Ng ⭐ 722
A new approach to Emacs - Including TypeScript, Threading, Async I/O, and WebRender.
Tinynvidiaupdatechecker ⭐ 708
Check for NVIDIA GPU driver updates!
Coriander ⭐ 685
Build NVIDIA® CUDA™ code for OpenCL™ 1.2 devices
Luminance Rs ⭐ 684
Type-safe, type-level and stateless Rust graphics framework
Imogen ⭐ 658
GPU Texture Generator
Pixels ⭐ 633
A tiny hardware-accelerated pixel frame buffer. 🦀
Compute Runtime ⭐ 632
Intel® Graphics Compute Runtime for oneAPI Level Zero and OpenCL™ Driver
Webgl Wind ⭐ 621
Wind power visualization with WebGL particles
1-100 of 366 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