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.
- Stable Diffusion web UI☆143,089Updated this week
- 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.☆135,166Updated this week
- Deep Learning for humans☆62,085Updated this week
- 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, fee…☆56,367Updated 2 months ago
- The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.☆57,116Updated this week
- Clone a voice in 5 seconds to generate arbitrary speech in real-time☆52,739Updated 3 months ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆50,966Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆37,604Updated 3 months ago
- GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.☆35,902Updated 3 months ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆35,508Updated this week
- 🚀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☆35,327Updated this week
- 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production☆35,482Updated 3 months ago
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆34,065Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆32,290Updated this week
- Ultralytics YOLO11 🚀☆32,797Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆33,080Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆30,552Updated last month
- PyTorch Tutorial for Deep Learning Researchers☆30,271Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆30,423Updated this week
- OpenMMLab Detection Toolbox and Benchmark☆29,629Updated 3 months ago
- Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.☆28,423Updated this week
- Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.☆28,466Updated 3 months ago
- Visualizer for neural network, deep learning and machine learning models☆28,167Updated this week
- The fastai deep learning library☆26,299Updated this week
- 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.☆26,242Updated this week
- SoftVC VITS Singing Voice Conversion☆25,916Updated last year
- Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and …☆24,553Updated last month
- We write your reusable computer vision tools. 💜☆24,236Updated this week
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆23,998Updated 3 months ago
- JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf☆23,718Updated last month
- State-of-the-art 2D and 3D Face Analysis Project☆23,465Updated last week
- Image-to-Image Translation in PyTorch☆23,115Updated 6 months ago
- deep learning for image processing including classification and object-detection etc.☆23,197Updated 3 months ago
- Graph Neural Network Library for PyTorch☆21,402Updated this week
- ncnn is a high-performance neural network inference framework optimized for the mobile platform☆20,503Updated this week
- 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☆20,382Updated 3 months ago
- Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powere…☆19,526Updated this week
- 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools☆19,269Updated this week
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。☆18,369Updated 3 years ago
- GUI for a Vocal Remover that uses Deep Neural Networks.☆18,319Updated this week