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Dive into Deep Learning (D2L.ai)

Organization

Public GitHub footprint of Dive into Deep Learning (D2L.ai)

@d2l-ai
View profile on GitHub

50

Public repositories

115,706

Total stars

3,683

Followers

The organization d2l-ai, known as Dive into Deep Learning, has a significant public presence on GitHub. Their repositories primarily focus on deep learning education and include notable projects such as d2l-zh and d2l-en, which provide interactive learning resources in multiple languages. The organization primarily uses Jupyter Notebook and Python for their projects.

Top languages

Jupyter Notebook 34Python 12HTML 1CSS 1

Public repositories

d2l-zh

78,314

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python
Updated Jun 13, 2026

d2l-en

28,987

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Python
Updated Jun 13, 2026

berkeley-stat-157

3,978

Homepage for STAT 157 at UC Berkeley

Jupyter Notebook
Updated Jun 11, 2026

d2l-zh-pytorch-slides

805

Pytorch版代码幻灯片

Jupyter Notebook
Updated Jun 13, 2026

courses-zh-v2

787

中文版 v2 课程

Jupyter Notebook
Updated Jun 12, 2026

d2l-vi

660

Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

Python
Updated Jun 9, 2026

d2l-tvm

647

Dive into Deep Learning Compiler

Python
Updated May 22, 2026

d2l-book

264

Books with Jupyter notebooks

Python
Updated May 28, 2026

d2l-pytorch-slides

263

Automatically Generated Notebook Slides

Jupyter Notebook
Updated Jun 10, 2026

d2l-tr

156

Kod, matematik, çoklu-çerçeveler ve tartışmalar içeren etkileşimli derin öğrenme kitabı. 55 ülkede Stanford, MIT, Harvard, and Cambridge dahil 300 üniversitede kullanılmaktadır.

Python
Updated May 15, 2026

d2l-ko

148

한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.

Python
Updated Jun 9, 2026

d2l-pytorch-colab

77

Automatically Generated Notebooks for Colab

Jupyter Notebook
Updated May 17, 2026

1day-notebooks

75

No description provided for this repository.

Jupyter Notebook
Updated Dec 13, 2025

notebooks

68

No description provided for this repository.

Jupyter Notebook
Updated Jun 1, 2026

d2l-zh-pytorch-colab

66

Automatically Generated d2l-zh PyTorch Notebooks for Colab

Jupyter Notebook
Updated Jun 9, 2026

d2l-pt

63

Livro Interativo de Deep Learning com Multiplos Frameworks, Conceitos Matemáticos e Discussões

Python
Updated Apr 9, 2026

d2l-en-colab

51

Automatically Generated Notebooks for Colab

Jupyter Notebook
Updated Nov 4, 2025

d2l-tensorflow-colab

40

Automatically Generated Notebooks for Colab

Jupyter Notebook
Updated Feb 28, 2026

courses

40

Courses that use D2L books

HTML
Updated Dec 24, 2025

d2l-pytorch-sagemaker

33

Automatically Generated Notebook for Sagemaker

Jupyter Notebook
Updated Aug 18, 2025

d2l-ja

32

Japanese translation of Dive into Deep Learning

Python
Updated Jan 28, 2026

d2l-pytorch-sagemaker-studio-lab

19

No description provided for this repository.

Jupyter Notebook
Updated May 8, 2026

d2l-zh-colab

19

Automatically Generated d2l-zh Notebooks for Colab

Jupyter Notebook
Updated Jul 29, 2025

d2l-en-sagemaker

18

Automatically Generated Notebooks for Sagemaker

Jupyter Notebook
Updated Nov 17, 2025

notedown

18

Markdown <=> IPython Notebook

Jupyter Notebook
Updated Apr 30, 2025

d2l-zh-tensorflow-colab

13

Automatically Generated d2l-zh TensorFlow Notebooks for Colab

Jupyter Notebook
Updated Nov 14, 2024

d2l-book-colab

11

Colab notebooks for d2l-book

Jupyter Notebook
Updated Jan 29, 2024

d2l-zh-pytorch-sagemaker

9

Automatically Generated d2l-zh PyTorch Notebooks for SageMaker

Jupyter Notebook
Updated Jul 16, 2025

d2l-tvm-colab

9

Colab notebooks for d2l-tvm

Jupyter Notebook
Updated May 12, 2025

d2l-tensorflow-sagemaker

6

No description provided for this repository.

Jupyter Notebook
Updated Aug 21, 2023

d2l-book-deploy-demo

4

No description provided for this repository.

CSS
Updated Oct 10, 2025

utils

4

Utility scripts

Python
Updated Oct 6, 2021

d8

4

No description provided for this repository.

Python
Updated Jul 14, 2021

d2l-de

3

German version of d2l-en

Python
Updated Oct 6, 2025

d2l-pytorch-slides-classic

3

Automatically Generated Notebook Slides for https://classic.d2l.ai/

Jupyter Notebook
Updated May 22, 2024

d2l-jax-colab

2

No description provided for this repository.

Jupyter Notebook
Updated May 4, 2026

d2l-zh-paddle-colab

2

Automatically Generated d2l-zh PyTorch Notebooks for Colab

Jupyter Notebook
Updated Apr 6, 2026

d2l-1day

2

Dive into Deep Learning in 1 Day at ODSC 2019

Unknown Language
Updated Jan 28, 2023

d2l-zh-tensorflow-sagemaker

2

Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker

Jupyter Notebook
Updated Aug 11, 2022

d2l-pytorch-colab-classic

1

Automatically Generated Colab Notebooks for https://classic.d2l.ai/

Jupyter Notebook
Updated Jan 25, 2024

d2l-zh-paddle-sagemaker

1

Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker

Jupyter Notebook
Updated Aug 11, 2023

d2l-tensorflow-colab-classic

1

Automatically Generated Colab Notebooks for https://classic.d2l.ai/

Jupyter Notebook
Updated May 4, 2023

d2l-zh-sagemaker

1

Automatically Generated d2l-zh Notebooks for SageMaker

Jupyter Notebook
Updated Dec 13, 2022

d2l-jax-sagemaker

0

No description provided for this repository.

Jupyter Notebook
Updated Dec 15, 2022

d2l-tensorflow-sagemaker-classic

0

Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/

Jupyter Notebook
Updated Jul 16, 2022

d2l-pytorch-sagemaker-classic

0

Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/

Jupyter Notebook
Updated Jul 16, 2022

d2l-en-sagemaker-classic

0

Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/

Jupyter Notebook
Updated Jul 16, 2022

d2l-en-colab-classic

0

Automatically Generated Colab Notebooks for https://classic.d2l.ai/

Jupyter Notebook
Updated Jul 16, 2022

d2l-book-sagemaker

0

Notebooks for Sagemaker

Jupyter Notebook
Updated Mar 12, 2020

aws-hugo-them

0

No description provided for this repository.

Unknown Language
Updated Nov 25, 2019

Frequently asked questions

What does d2l-ai build on GitHub?

d2l-ai builds educational resources focused on deep learning, including interactive books and course materials. Notable repositories include d2l-zh and d2l-en, which serve as comprehensive guides for learners using various programming frameworks.

Which programming languages does d2l-ai use?

d2l-ai primarily uses Jupyter Notebook and Python for their repositories. They also incorporate HTML and CSS in some projects, which supports the delivery of interactive educational content.

Are d2l-ai's repositories public?

Yes, all of d2l-ai's repositories are public on GitHub. This openness allows users worldwide to access, use, and discuss their educational materials, fostering a collaborative learning environment.

Is this exposure intended?

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