pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

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。

Lab Materials for MIT 6.S191: Introduction to Deep Learning

A resource for learning about Machine learning & Deep Learning

Build your neural network easy and fast, 莫烦Python中文教学

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

Github repo with tutorials to fine tune transformers for diff NLP tasks

Build high-performance AI models with modular building blocks

PyTorch tutorials A to Z

Image classification using pytorch

GPU 性能与 AI Infra 学习项目：CUDA/Triton 算子、NCU/NSYS、vLLM/SGLang/TRT-LLM/ms-swift、PyTorch/DeepSpeed/ms-swift 训练、并行架构

Learning PyTorch through the D2L book. A series of notebooks for the same

A repository of technical articles on AI algorithms, model finetuning, AI agents, open-source libraries, and system design. Perfect for researchers and enthusiasts looking for in-depth insights.