GPU

Open-source projects categorized as GPU Edit details

Top 23 GPU Open-Source Projects

  • Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Project mention: [D] Deep Learning Framework for C++. | reddit.com/r/MachineLearning | 2022-06-12
  • alacritty

    A cross-platform, OpenGL terminal emulator.

    Project mention: [Linux] - Just how many C (or worse) programs can you replace with Rust programs (practically) on a Linux box in 2022? | reddit.com/r/rust | 2022-06-24

    terminal emulator: alacritty

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • fastai

    The fastai deep learning library

    Project mention: Why noone uses nbdev for library development? | reddit.com/r/Python | 2022-05-22

    Development NB: https://github.com/fastai/fastai/blob/master/nbs/09_vision.augment.ipynb

  • taichi

    Productive & portable high-performance programming in Python.

    Project mention: Have you used any good DRL library? | reddit.com/r/reinforcementlearning | 2022-06-07

    Isaac is good but calling rl_games a library is very misleading. There's no easy point of entry to brax or Isaac. The closest thing to a library that can simulate on the GPU is https://github.com/taichi-dev/taichi

  • nvidia-docker

    Build and run Docker containers leveraging NVIDIA GPUs

    Project mention: AMD says current AM4 platform 'will continue for many years to come' | reddit.com/r/Amd | 2022-05-31

    My media server does hardware transcode of video, using a GPU. Nvidia even created a Docker driver that allows running CUDA and such inside containers: https://github.com/NVIDIA/nvidia-docker

  • gpu.js

    GPU Accelerated JavaScript

    Project mention: GPU.js | news.ycombinator.com | 2021-10-08
  • Deeplearning4j

    Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

    Project mention: Data Science Competition | dev.to | 2022-03-25

    DL4J

  • JetBrains

    Developer Ecosystem Survey 2022. Take part in the Developer Ecosystem Survey 2022 by JetBrains and get a chance to win a Macbook, a Nvidia graphics card, or other prizes. We’ll create an infographic full of stats, and you’ll get personalized results so you can compare yourself with other developers.

  • WebGL-Fluid-Simulation

    Play with fluids in your browser (works even on mobile)

    Project mention: Recreating animated Shader in Three | reddit.com/r/r3f | 2022-06-19
  • stats

    macOS system monitor in your menu bar

    Project mention: Help me join the club! | reddit.com/r/macbookpro | 2022-06-20

    Stats - free utility to show device statistics in menu bar

  • tvm

    Open deep learning compiler stack for cpu, gpu and specialized accelerators

    Project mention: Apache TVM: Open-Source End-to-End Machine Learning Compiler Framework | news.ycombinator.com | 2022-05-07
  • neovide

    No Nonsense Neovim Client in Rust

    Project mention: recommendation for a lightweight neovim distro | reddit.com/r/neovim | 2022-06-16
  • ImageAI

    A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

    Project mention: Sort Image Files | reddit.com/r/learnpython | 2021-08-26
  • DeepSpeed

    DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

    Project mention: Training on multi-gpu | reddit.com/r/deeplearning | 2022-06-04

    You may also want to look at stuff like Microsoft DeepSpeed

  • Open3D

    Open3D: A Modern Library for 3D Data Processing

    Project mention: Creating a simple 3d engine to render a car for ML, how hard is it? Sim | reddit.com/r/cpp | 2021-12-16

    http://www.open3d.org/ seems like a good choice. Is there anything better I'm missing?

  • catboost

    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.

    Project mention: Writing the fastest GBDT libary in Rust | dev.to | 2022-01-11

    Here are our benchmarks on training time comparing Tangram's Gradient Boosted Decision Tree Library to LightGBM, XGBoost, CatBoost, and sklearn.

  • john

    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

    Project mention: What is the easiest way of recovering a Windows login password using Linux? | reddit.com/r/linux | 2022-05-27

    Not sure how up to date it is but John the ripper used to do it. https://www.openwall.com/john/

  • AlphaPose

    Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

    Project mention: Help finding an appropriate model for human pose estimation | reddit.com/r/computervision | 2021-09-29

    alphapose: havent tried it, but looks to run at 16fps (maybe faster?) but is only intended for research not commercial. Training script available.

  • cupy

    NumPy & SciPy for GPU

    Project mention: Any way I use and AMD GPU for machine learning tasks, like numpy and tensorflow ? | reddit.com/r/AyyMD | 2022-05-22

    There is CuPy for cuda Numpy and Works for Amd RoCm, as I notice now. But Ray and Tensorflow are more straightforward.

  • H2O

    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.

    Project mention: A Tiny Grammar of Graphics | news.ycombinator.com | 2022-06-14
  • pycaret

    An open-source, low-code machine learning library in Python

    Project mention: Predictive Maintenance and Anomaly Detection Resources | reddit.com/r/datascience | 2022-06-13
  • scalene

    Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python

    Project mention: Memray is a memory profiler for Python by Bloomberg | news.ycombinator.com | 2022-04-20
  • FanControl.Releases

    This is the release repository for Fan Control, a highly customizable fan controlling software for Windows.

    Project mention: Alternative to MSI Afterburner? (Fan control) | reddit.com/r/overclocking | 2022-06-24

    Fan Control. One of the best if not the best app. Here is a simple guide to use it. You can get it here.

  • gfx

    [maintenance mode] A low-overhead Vulkan-like GPU API for Rust.

    Project mention: Language for game engine | reddit.com/r/GraphicsProgramming | 2022-01-02
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-06-24.

GPU related posts

Index

What are some of the best open-source GPU projects? This list will help you:

Project Stars
1 Pytorch 56,784
2 alacritty 39,961
3 fastai 22,427
4 taichi 19,264
5 nvidia-docker 14,760
6 gpu.js 13,754
7 Deeplearning4j 12,507
8 WebGL-Fluid-Simulation 12,187
9 stats 11,245
10 tvm 8,222
11 neovide 7,304
12 ImageAI 7,067
13 DeepSpeed 6,906
14 Open3D 6,898
15 catboost 6,597
16 john 6,406
17 AlphaPose 6,213
18 cupy 6,082
19 H2O 5,856
20 pycaret 5,838
21 scalene 5,777
22 FanControl.Releases 5,161
23 gfx 5,149
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