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The Top 1,595 Gpu Open Source Projects on Github

Categories > Hardware > Gpu
Pytorch ⭐ 51,086
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Alacritty ⭐ 34,822
A cross-platform, OpenGL terminal emulator.
Fastai ⭐ 21,463
The fastai deep learning library
Taichi ⭐ 15,638
Parallel programming for everyone.
Nvidia Docker ⭐ 13,634
Build and run Docker containers leveraging NVIDIA GPUs
Gpu.js ⭐ 12,755
GPU Accelerated JavaScript
Deeplearning4j ⭐ 12,202
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 ⭐ 10,960
Play with fluids in your browser (works even on mobile)
Tvm ⭐ 7,181
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Imageai ⭐ 6,467
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Catboost ⭐ 6,075
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.
Taskflow ⭐ 5,847
A General-purpose Parallel and Heterogeneous Task Programming System
Stats ⭐ 5,750
macOS system monitor in your menu bar
Chainer ⭐ 5,576
A flexible framework of neural networks for deep learning
Deepspeed ⭐ 5,556
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
H2o 3 ⭐ 5,542
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.
Open3d ⭐ 5,482
Open3D: A Modern Library for 3D Data Processing
Alphapose ⭐ 5,446
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
Cupy ⭐ 5,367
NumPy & SciPy for GPU
John ⭐ 5,336
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
Neovide ⭐ 5,004
No Nonsense Neovim Client in Rust
Gfx ⭐ 4,943
[maintenance mode] A low-overhead Vulkan-like GPU API for Rust.
Halide ⭐ 4,568
a language for fast, portable data-parallel computation
Scalene ⭐ 4,514
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python
Cudf ⭐ 4,178
cuDF - GPU DataFrame Library
Pipeline ⭐ 4,113
PipelineAI Kubeflow Distribution
Digits ⭐ 4,047
Deep Learning GPU Training System
Pycaret ⭐ 4,040
An open-source, low-code machine learning library in Python
Arrayfire ⭐ 3,616
ArrayFire: a general purpose GPU library.
X11docker ⭐ 3,527
Run GUI applications and desktops in docker. Focus on security.
Dali ⭐ 3,484
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Ultralight ⭐ 3,480
Next-generation HTML renderer for apps and games
Thrust ⭐ 3,476
The C++ parallel algorithms library.
Nvtop ⭐ 3,427
NVIDIA GPUs htop like monitoring tool
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
Tf Quant Finance ⭐ 2,811
High-performance TensorFlow library for quantitative finance.
Meshoptimizer ⭐ 2,717
Mesh optimization library that makes meshes smaller and faster to render
Wgpu ⭐ 2,671
Safe and portable GPU abstraction in Rust, implementing WebGPU API.
Server ⭐ 2,662
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Omniscidb ⭐ 2,566
OmniSciDB (formerly MapD Core)
Gpuweb ⭐ 2,543
Where the GPU for the Web work happens!
Js ⭐ 2,522
turbo.js - perform massive parallel computations in your browser with GPGPU.
Gpustat ⭐ 2,518
📊 A simple command-line utility for querying and monitoring GPU status
Brightroom ⭐ 2,421
📷 A composable image editor using Core Image and Metal.
Cuml ⭐ 2,361
cuML - RAPIDS Machine Learning Library
Starling Framework ⭐ 2,340
The Cross Platform Game Engine
Senet ⭐ 2,322
Squeeze-and-Excitation Networks
Deepdetect ⭐ 2,266
Deep Learning API and Server in C++14 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Pai ⭐ 2,169
Resource scheduling and cluster management for AI
Ml Workspace ⭐ 2,050
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Difftaichi ⭐ 1,902
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Remotery ⭐ 1,848
Single C file, Realtime CPU/GPU Profiler with Remote Web Viewer
Gapid ⭐ 1,813
Graphics API Debugger
Libcudacxx ⭐ 1,804
The C++ Standard Library for your entire system.
Nd4j ⭐ 1,653
Fast, Scientific and Numerical Computing for the JVM (NDArrays)
Blazingsql ⭐ 1,568
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Futhark ⭐ 1,562
💥💻💥 A data-parallel functional programming language
Nx ⭐ 1,544
Multi-dimensional arrays (tensors) and numerical definitions for Elixir
Deeprecommender ⭐ 1,457
Deep learning for recommender systems
Pygraphistry ⭐ 1,433
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
Fancontrol.releases ⭐ 1,429
This is the release repository for Fan Control, a highly customizable fan controlling software for Windows.
Waifu2x Ncnn Vulkan ⭐ 1,388
waifu2x converter ncnn version, runs fast on intel / amd / nvidia GPU with vulkan
Phenomenon ⭐ 1,385
⚡️ A fast 2kB low-level WebGL API.
Pytorch Forecasting ⭐ 1,376
Time series forecasting with PyTorch
Emu ⭐ 1,361
The write-once-run-anywhere GPGPU library for Rust
Thundersvm ⭐ 1,307
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Compute ⭐ 1,229
A C++ GPU Computing Library for OpenCL
Computesharp ⭐ 1,207
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! 🚀
Tsne Cuda ⭐ 1,198
GPU Accelerated t-SNE for CUDA with Python bindings
Pycuda ⭐ 1,186
CUDA integration for Python, plus shiny features
Hyperlearn ⭐ 1,183
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Rpi Vk Driver ⭐ 1,155
VK driver for the Raspberry Pi (Broadcom Videocore IV)
Nyuziprocessor ⭐ 1,145
GPGPU microprocessor architecture
Vkquake ⭐ 1,135
Vulkan Quake port based on QuakeSpasm
Makie.jl ⭐ 1,135
High level plotting on the GPU.
Metalpetal ⭐ 1,086
A GPU accelerated image and video processing framework built on Metal.
Acid ⭐ 1,064
A high speed C++17 Vulkan game engine
Cub ⭐ 1,000
Cooperative primitives for CUDA C++.
Neanderthal ⭐ 949
Fast Clojure Matrix Library
Fieldplay ⭐ 939
A vector field explorer
Emacs Ng ⭐ 919
A new approach to Emacs - Including TypeScript, Threading, Async I/O, and WebRender.
Glsl Pathtracer ⭐ 888
A GLSL Path Tracer
Turbotransformers ⭐ 887
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Wheels ⭐ 885
Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)
Unity3d Cg Programming ⭐ 884
Various shaders.
Cpu X ⭐ 843
CPU-X is a Free software that gathers information on CPU, motherboard and more
Scikit Cuda ⭐ 842
Python interface to GPU-powered libraries
Tensorflow.jl ⭐ 835
A Julia wrapper for TensorFlow
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
Pyopencl ⭐ 830
OpenCL integration for Python, plus shiny features
Marian ⭐ 822
Fast Neural Machine Translation in C++
Cugraph ⭐ 812
cuGraph - RAPIDS Graph Analytics Library
Pixels ⭐ 777
A tiny hardware-accelerated pixel frame buffer. 🦀
Tf Coriander ⭐ 775
OpenCL 1.2 implementation for Tensorflow
Luminance Rs ⭐ 765
Type-safe, type-level and stateless Rust graphics framework
Toypathtracer ⭐ 762
Toy path tracer for my own learning purposes (CPU/GPU, C++/C#, Win/Mac/Wasm, DX11/Metal, also Unity)
Tinynvidiaupdatechecker ⭐ 744
Check for NVIDIA GPU driver updates!
Gunrock ⭐ 735
High-Performance Graph Primitives on GPUs
Kubernetes Gpu Guide ⭐ 714
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
Coriander ⭐ 693
Build NVIDIA® CUDA™ code for OpenCL™ 1.2 devices
1-100 of 1,595 projects

Related Projects

Cuda Gpu Projects (447)
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Machine Learning Gpu Projects (164)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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