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☆160,130Updated last month
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆155,627Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆83,698Updated last week
- Deep Learning for humans☆63,735Updated this week
- 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, fee…☆65,506Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆68,244Updated this week
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆56,709Updated last week
- Clone a voice in 5 seconds to generate arbitrary speech in real-time☆59,249Updated last month
- Ultralytics YOLO 🚀☆52,054Updated last week
- 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production☆44,305Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆45,926Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,403Updated 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.☆40,967Updated this week
- GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.☆37,343Updated last year
- 🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time☆36,860Updated 2 weeks ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,220Updated this week
- We write your reusable computer vision tools. 💜☆36,346Updated last week
- Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.☆33,995Updated last year
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,111Updated 3 months ago
- PyTorch Tutorial for Deep Learning Researchers☆32,122Updated 2 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,319Updated last year
- Visualizer for neural network, deep learning and machine learning models☆32,236Updated this week
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆32,562Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,737Updated last week
- Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and …☆28,809Updated last month
- SoftVC VITS Singing Voice Conversion☆27,953Updated 2 years ago
- The fastai deep learning library☆27,804Updated last week
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆27,969Updated last year
- State-of-the-art 2D and 3D Face Analysis Project☆27,632Updated 2 months ago
- deep learning for image processing including classification and object-detection etc.☆26,030Updated 3 weeks ago
- Image-to-Image Translation in PyTorch☆24,898Updated 5 months ago
- JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf☆24,512Updated 5 months ago
- Graph Neural Network Library for PyTorch☆23,397Updated last week
- Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powere…☆22,647Updated 8 months ago
- AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file convert…☆23,935Updated this week
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆22,647Updated last week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,092Updated this week
- GUI for a Vocal Remover that uses Deep Neural Networks.☆23,300Updated 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☆21,539Updated last year