PyTorch is an open-source machine learning library developed by Facebook's AI Research lab, widely used for applications in deep learning and neural networks. It offers developers a flexible and dynamic computational graph that allows them to change network behaviors on-the-fly, which is particularly beneficial for tasks requiring variable input sizes or structures. PyTorch is favored for its intuitive Pythonic interface, making it easier for developers to integrate with other libraries and frameworks. Its seamless interoperability with NumPy and GPU acceleration through CUDA support facilitates building, training, and deploying complex models efficiently. PyTorch's active community and comprehensive documentation help streamline the development process, making it a go-to choice for research and production environments alike. Whether you're working on vision, language, or reinforcement learning tasks, PyTorch provides robust tools and a user-friendly environment for crafting innovative AI solutions.
View the most prominent open source PyTorch projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- Stable Diffusion web UI☆157,303Updated last week
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆151,291Updated this week
- The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.☆91,310Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆75,722Updated this week
- Deep Learning for humans☆63,472Updated this week
- 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, fee…☆63,496Updated last month
- A high-throughput and memory-efficient inference and serving engine for LLMs☆60,385Updated this week
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆55,622Updated last week
- Clone a voice in 5 seconds to generate arbitrary speech in real-time☆58,601Updated 3 weeks ago
- Ultralytics YOLO 🚀☆47,337Updated this week
- 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production☆43,013Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆43,640Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆40,386Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆39,299Updated last week
- GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.☆37,149Updated last year
- 🚀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☆36,705Updated 11 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆35,481Updated this week
- We write your reusable computer vision tools. 💜☆35,604Updated this week
- Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.☆32,863Updated last year
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆31,861Updated 2 weeks ago
- PyTorch Tutorial for Deep Learning Researchers☆31,809Updated 2 years ago
- OpenMMLab Detection Toolbox and Benchmark☆31,835Updated last year
- Visualizer for neural network, deep learning and machine learning models☆31,580Updated this week
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆31,302Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,262Updated this week
- Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and …☆28,177Updated last year
- SoftVC VITS Singing Voice Conversion☆27,683Updated last year
- The fastai deep learning library☆27,499Updated last month
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆27,113Updated last year
- State-of-the-art 2D and 3D Face Analysis Project☆26,775Updated 3 weeks ago
- deep learning for image processing including classification and object-detection etc.☆25,575Updated 9 months ago
- Image-to-Image Translation in PyTorch☆24,567Updated 2 months ago
- JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf☆24,400Updated 2 months ago
- Graph Neural Network Library for PyTorch☆23,015Updated this week
- Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powere…☆22,188Updated 5 months ago
- AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file convert…☆23,042Updated this week
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆22,160Updated this week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆22,218Updated this week
- GUI for a Vocal Remover that uses Deep Neural Networks.☆22,165Updated 7 months ago
- pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行☆21,297Updated last year