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☆160,424Updated last month
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆155,967Updated last week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆84,086Updated last week
- Deep Learning for humans☆63,756Updated this week
- 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, fee…☆65,594Updated 2 weeks ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆69,622Updated this week
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆56,769Updated 3 weeks ago
- Clone a voice in 5 seconds to generate arbitrary speech in real-time☆59,305Updated last month
- Ultralytics YOLO 🚀☆52,843Updated this week
- 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production☆44,446Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆46,142Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,509Updated 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.☆41,069Updated this week
- GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.☆37,380Updated last year
- 🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time☆36,869Updated 3 weeks ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,313Updated last week
- We write your reusable computer vision tools. 💜☆36,436Updated this week
- Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.☆34,153Updated last year
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,125Updated 4 months ago
- PyTorch Tutorial for Deep Learning Researchers☆32,149Updated 2 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,350Updated last year
- Visualizer for neural network, deep learning and machine learning models☆32,340Updated this week
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆32,703Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,803Updated this week
- Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and …☆28,903Updated 2 months ago
- SoftVC VITS Singing Voice Conversion☆27,983Updated 2 years ago
- The fastai deep learning library☆27,819Updated last week
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,113Updated last year
- State-of-the-art 2D and 3D Face Analysis Project☆27,785Updated this week
- deep learning for image processing including classification and object-detection etc.☆26,065Updated last month
- Image-to-Image Translation in PyTorch☆24,917Updated 6 months ago
- JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf☆24,523Updated 6 months ago
- Graph Neural Network Library for PyTorch☆23,448Updated this week
- Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powere…☆22,678Updated 9 months ago
- AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file convert…☆24,076Updated this week
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆22,744Updated this week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,122Updated last week
- GUI for a Vocal Remover that uses Deep Neural Networks.☆23,391Updated 10 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☆21,547Updated last year