Pytorch

Open-source projects categorized as Pytorch
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Topics: Deep Learning Machine Learning Python Computer Vision Tensorflow
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Top 23 Pytorch Open-Source Projects

  • stable-diffusion-webui

    Stable Diffusion web UI

    • Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27

    * LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.

    - https://diffusionbee.com/

    - https://github.com/comfyanonymous/ComfyUI

    - https://github.com/AUTOMATIC1111/stable-diffusion-webui

  • transformers

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    • Project mention: Maxtext: A simple, performant and scalable Jax LLM | news.ycombinator.com | 2024-04-23

    Is t5x an encoder/decoder architecture?

    Some more general options.

    The Flax ecosystem

    https://github.com/google/flax?tab=readme-ov-file

    or dm-haiku

    https://github.com/google-deepmind/dm-haiku

    were some of the best developed communities in the Jax AI field

    Perhaps the “trax” repo? https://github.com/google/trax

    Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...

    Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • Keras

    Deep Learning for humans

    • Project mention: My Favorite DevTools to Build AI/ML Applications! | dev.to | 2024-04-23

    As a beginner, I was looking for something simple and flexible for developing deep learning models and that is when I found Keras. Many AI/ML professionals appreciate Keras for its simplicity and efficiency in prototyping and developing deep learning models, making it a preferred choice, especially for beginners and for projects requiring rapid development.

  • Real-Time-Voice-Cloning

    Clone a voice in 5 seconds to generate arbitrary speech in real-time

    • Project mention: FLaNK Stack Weekly 12 February 2024 | dev.to | 2024-02-12

  • nn

    🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

    • Project mention: จำแนกสายพันธ์ุหมากับแมวง่ายๆด้วยYoLoV5 | dev.to | 2024-04-15

    Ref https://www.youtube.com/watch?v=0GwnxFNfZhM https://github.com/ultralytics/yolov5 https://dev.to/gfstealer666/kaaraich-yolo-alkrithuemainkaartrwcchcchabwatthu-object-detection-3lef https://www.kaggle.com/datasets/devdgohil/the-oxfordiiit-pet-dataset/data

  • Made-With-ML

    Learn how to design, develop, deploy and iterate on production-grade ML applications.

    • Project mention: [D] How do you keep up to date on Machine Learning? | /r/learnmachinelearning | 2023-08-13

    Made With ML

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • GFPGAN

    GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

    • Project mention: Ask HN: What is the state of the art in AI photo enhancement? | news.ycombinator.com | 2024-01-24

  • MockingBird

    🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

  • DeepSpeed

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

    • Project mention: Can we discuss MLOps, Deployment, Optimizations, and Speed? | /r/LocalLLaMA | 2023-12-06

    DeepSpeed can handle parallelism concerns, and even offload data/model to RAM, or even NVMe (!?) . I'm surprised I don't see this project used more.

  • ComfyUI

    The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

    • Project mention: ComflowySpace: An open-source version of better ComfyUI | news.ycombinator.com | 2024-03-08

    The non standard licensing puts me off in contributing or using this. It is frustrating how the phrase opensource has been diluted in the AI/ML community. ComfyUI has a GPL license [1] while this project uses this [2]. I honestly don't know where I stand since this is a legal document using non-standard phrasing to describe how the rights around the source code.

    This is a project that uses a custom license with less rights provided than the ComfyUI project it self-describes as improving. Am not sure the title is reflective of the project.

    [1] - https://github.com/comfyanonymous/ComfyUI/blob/master/LICENS...

  • Ray

    Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

    • Project mention: Open Source Advent Fun Wraps Up! | dev.to | 2024-01-05

    22. Ray | Github | tutorial

  • pytorch-image-models

    PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

    • Project mention: FLaNK AI Weekly 18 March 2024 | dev.to | 2024-03-18

  • fairseq

    Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

    • Project mention: Sequence-to-Sequence Toolkit Written in Python | news.ycombinator.com | 2024-03-30

  • TTS

    🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

    • Project mention: OpenAI deems its voice cloning tool too risky for general release | news.ycombinator.com | 2024-03-31

    lol this marketing technique is getting very old. https://github.com/coqui-ai/TTS is already amazing and open source.

  • pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

  • mmdetection

    OpenMMLab Detection Toolbox and Benchmark

  • pytorch-lightning

    Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

    • Project mention: Lightning AI Studios – A persistent GPU cloud environment | news.ycombinator.com | 2023-12-14

  • netron

    Visualizer for neural network, deep learning and machine learning models

    • Project mention: Visualizer for neural network, deep learning and machine learning models | news.ycombinator.com | 2023-12-26

  • Real-ESRGAN

    Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

    • Project mention: AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video | news.ycombinator.com | 2024-01-24

    It's not exactly what you're after, as it's anime specific and you need to process the video yourself (eg disassemble to frames, run the upscaler, then assemble back to a movie file), but Real-ESRGAN is really good:

    https://github.com/xinntao/Real-ESRGAN/

    It's pretty brilliant for cleaning up very old, low resolution anime.

  • fastai

    The fastai deep learning library

  • JARVIS

    JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

    • Project mention: FLaNK Stack 26 February 2024 | dev.to | 2024-02-26

  • ultralytics

    NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

    • Project mention: The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub | news.ycombinator.com | 2024-02-12

    Yep, I noticed this a while ago. It posts easily identifiable ChatGPT responses. It also posts garbage wrong answers which makes it worse than useless. Totally disrespectful to the userbase.

    https://github.com/ultralytics/ultralytics/issues/5748#issue...

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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).

Pytorch related posts

Index

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

Project Stars
1 stable-diffusion-webui 129,299
2 transformers 125,021
3 Keras 60,937
4 Real-Time-Voice-Cloning 50,738
5 nn 48,004
6 yolov5 46,921
7 Made-With-ML 35,610
8 GFPGAN 34,594
9 MockingBird 33,796
10 DeepSpeed 32,550
11 ComfyUI 32,480
12 Ray 30,988
13 pytorch-image-models 29,751
14 fairseq 29,205
15 TTS 29,174
16 pytorch-tutorial 29,093
17 mmdetection 27,742
18 pytorch-lightning 26,883
19 netron 26,040
20 Real-ESRGAN 25,999
21 fastai 25,577
22 JARVIS 23,019
23 ultralytics 22,624

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