Dive into Deep Learning 中文学习笔记

About

本项目是根据《动手学深度学习》的 PyTorch 中文学习笔记，包括重要知识点汇总和代码测试。同时搭配这个仓库 一起学习。原书地址：中文，英文。GitHub 地址：https://github.com/d2l-ai/d2l-zh。

This repository includes PyTorch study notes from the original Dive Into Deep Learning book by Aston Zhang, Zachary C. Lipton, Mu Li, Alex J. Smola and all the community contributors. Original Book: English, Chinese. GitHub of the original book: https://github.com/d2l-ai/d2l-en.

Table of Contents

Dive into Deep Learning 中文学习笔记
Title Link 用于回归的线性神经网络（Linear Neural Networks for Regression） 用于分类的线性神经网络（Linear Neural Networks for Classification） 多层感知机 （Multilayer Perceptrons） 深度学习计算 （Builders’ Guide） 卷积神经网络 （Convolutional Neural Networks） 经典卷积神经网络 （Modern Convolutional Neural Networks） 优化算法 （Optimization Algorithms）

Cite

If you use this work or code for your research please cite the original book with the following bibtex entry.

@book{zhang2020dive,
    title={Dive into Deep Learning},
    author={Aston Zhang and Zachary C. Lipton and Mu Li and Alexander J. Smola},
    note={\url{https://d2l.ai}},
    year={2020}
}

Licence

This repository is licensed under the Apache-2.0 License - see the LICENSE file for details.