Top 23 GPU Open-Source Projects
Tensors and Dynamic neural networks in Python with strong GPU accelerationProject mention: [D] Deep Learning Framework for C++. | reddit.com/r/MachineLearning | 2022-06-12
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
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.
The fastai deep learning libraryProject 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
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
Build and run Docker containers leveraging NVIDIA GPUsProject 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
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
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.
Play with fluids in your browser (works even on mobile)Project mention: Recreating animated Shader in Three | reddit.com/r/r3f | 2022-06-19
macOS system monitor in your menu barProject mention: Help me join the club! | reddit.com/r/macbookpro | 2022-06-20
Stats - free utility to show device statistics in menu bar
Open deep learning compiler stack for cpu, gpu and specialized acceleratorsProject mention: Apache TVM: Open-Source End-to-End Machine Learning Compiler Framework | news.ycombinator.com | 2022-05-07
No Nonsense Neovim Client in RustProject mention: recommendation for a lightweight neovim distro | reddit.com/r/neovim | 2022-06-16
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilitiesProject mention: Sort Image Files | reddit.com/r/learnpython | 2021-08-26
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: A Modern Library for 3D Data ProcessingProject 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?
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 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 FPGAsProject 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/
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking SystemProject 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.
NumPy & SciPy for GPUProject 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 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
An open-source, low-code machine learning library in PythonProject mention: Predictive Maintenance and Anomaly Detection Resources | reddit.com/r/datascience | 2022-06-13
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for PythonProject mention: Memray is a memory profiler for Python by Bloomberg | news.ycombinator.com | 2022-04-20
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.
[maintenance mode] A low-overhead Vulkan-like GPU API for Rust.Project mention: Language for game engine | reddit.com/r/GraphicsProgramming | 2022-01-02
GPU related posts
are there communities for cuda devs so we can talk and grow together?
1 project | reddit.com/r/CUDA | 24 Jun 2022
Can someone please remove the logo from the first poster? The second image is another version of the poster with the logo to the side, if it helps. Thanks in advance!
1 project | reddit.com/r/PhotoshopRequest | 23 Jun 2022
[D] Any way to speed up simple mathematical functions without implementing cuda kernels for pytorch?
2 projects | reddit.com/r/MachineLearning | 22 Jun 2022
The Futhark Programming Language – functional data-parallel array programming
1 project | news.ycombinator.com | 22 Jun 2022
Thin C++-Flavored Wrappers for the CUDA APIs: Runtime, Driver, Nvrtc and NVTX
1 project | news.ycombinator.com | 22 Jun 2022
Plex Transcoder hard-crashes Ubuntu
1 project | reddit.com/r/PleX | 21 Jun 2022
Installing Alacritty without installing Rust
1 project | dev.to | 21 Jun 2022
What are some of the best open-source GPU projects? This list will help you:
Are you hiring? Post a new remote job listing for free.