Dive into Deep Learning (Java version)

This project is modified from the original Dive Into Deep Learning book by Aston Zhang, Zachary C. Lipton, Mu Li, Alex J. Smola and all the community contributors. GitHub of the original book: https://github.com/d2l-ai/d2l-en. We have modified the book to provide implementation in Java using Deep Java Library(DJL).

All the notebook here can be downloaded and run using Java Kernel. We also compiled the book into a website.

How to run Jupyter Notebook in Java

Please follow the instruction here for how to run notebook using Java kernel.

How to contribute to this book

1. File an issue or contact on Slack to let us know which chapter you'd like to contribute
2. Fork our github repo and make your changes
3. Contribute back by submitting a Pull Request.
4. Follow our contributor documentation on how to use DJL and feel free to ask questions on our Slack channel.

We have the following chapters implemented

• preface
• installation
• notation
• introduction
• preliminaries
• linear-networks
• multilayer-perceptrons
• convolutional-neural-networks
• chapter optimization