Skip to content


Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?

Latest commit


Git stats


Failed to load latest commit information.
Latest commit message
Commit time
July 13, 2023 20:02
July 13, 2023 20:02
July 22, 2020 11:16
July 22, 2020 11:16
August 19, 2020 18:22
August 19, 2020 18:22
September 17, 2020 17:15
September 17, 2020 17:15

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: We have adapted the book to to use Java and the Deep Java Library(DJL).

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

This project is currently being developed and maintained by AWS and the DJL community.

How to run Jupyter Notebook in Java


You can run online by clicking: Binder

Or Colab: Colab


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

How to contribute to this book

Please follow the contributor guide here

We have the following chapters implemented

About Deep Java Library

Deep Java Library (DJL) is a Deep Learning Framework written in Java, supporting both training and inference. DJL is built on top of modern Deep Learning frameworks (TenserFlow, PyTorch, MXNet, etc). You can easily use DJL to train your model or deploy your favorite models from a variety of engines without any additional conversion. It contains a powerful ModelZoo design that allows you to manage trained models and load them in a single line. The built-in ModelZoo currently supports more than 70 pre-trained and ready to use models from GluonCV, HuggingFace, TorchHub and Keras.

Follow our GitHub, demo repository, Slack channel and twitter for more documentation and examples of DJL!