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

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

A resource for learning about Machine learning & Deep Learning

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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。

PyTorch深度学习快速入门教程（绝对通俗易懂！）

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

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

pytorch tutorial for beginners

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

This is code of book "Learn Deep Learning with PyTorch"

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

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

验证码识别

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

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

In-depth tutorials for implementing deep learning models on your own with PyTorch.

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

A best practice for deep learning project template architecture.

Early stopping for PyTorch

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

Some tricks of pytorch... :star:

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.