Dive into Deep Learning (D2L)

Repositories

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

python data-science machine-learning natural-language-processing computer-vision deep-learning mxnet

Python 1,522 6,709 25 10 Updated Aug 6, 2020

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

python machine-learning natural-language-processing computer-vision deep-learning book notebook

Python Apache-2.0 4,724 18,319 1 11 Updated Aug 4, 2020

d2l-ko

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

CSS 35 77 1 7 Updated Aug 4, 2020

d2l-tr

Turkish translation of Dive into Deep Learning

Python 2 0 0 1 Updated Aug 3, 2020

d2l-tensorflow-sagemaker

Jupyter Notebook 2 2 0 0 Updated Jul 30, 2020

d2l-pytorch-sagemaker

Automatically Generated Notebook for Sagemaker

Jupyter Notebook 5 14 0 0 Updated Jul 30, 2020

d2l-en-sagemaker

Automatically Generated Notebooks for Sagemaker

Jupyter Notebook 2 7 0 0 Updated Jul 30, 2020

d2l-tensorflow-colab

Automatically Generated Notebooks for Colab

Jupyter Notebook 0 9 0 0 Updated Jul 30, 2020

d2l-pytorch-colab

Automatically Generated Notebooks for Colab

Jupyter Notebook 2 6 0 0 Updated Jul 30, 2020

d2l-en-colab

Automatically Generated Notebooks for Colab

Jupyter Notebook 12 15 2 2 Updated Jul 30, 2020

d2l-de

German version of d2l-en

Python 0 0 0 0 Updated Jul 18, 2020

d2l-book-deploy-demo

CSS 1 5 0 0 Updated Jul 18, 2020

d2l-book

Books with Jupyter notebooks

Python Apache-2.0 29 60 3 0 Updated Jul 18, 2020

d2l-tvm

Dive into Deep Learning Compiler

Python 52 315 1 0 Updated Jul 17, 2020

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

Jupyter Notebook Apache-2.0 798 1,785 2 1 Updated Jun 5, 2020

d2l-ja

Japanese translation of Dive into Deep Learning

Python 8 21 1 0 Updated May 20, 2020

d2l-tvm-colab

Colab notebooks for d2l-tvm

Jupyter Notebook 2 6 0 0 Updated May 4, 2020

d2l-book-sagemaker

Notebooks for Sagemaker

Jupyter Notebook 0 0 0 0 Updated Mar 12, 2020

utils

Utility scripts

Python Apache-2.0 2 4 0 0 Updated Mar 6, 2020

d2l-book-colab

Colab notebooks for d2l-book

Jupyter Notebook 0 11 0 0 Updated Dec 4, 2019

data

7 2 0 1 Updated Nov 7, 2019

d2l-1day Archived

Forked from zhreshold/d2l-1day

Dive into Deep Learning in 1 Day at ODSC 2019

Shell Apache-2.0 5 2 0 0 Updated Oct 25, 2019

1day-notebooks

Jupyter Notebook 26 65 0 0 Updated Aug 29, 2019

notebooks Archived

Jupyter Notebook 30 64 1 0 Updated Aug 29, 2019

courses

Courses that use D2L books

Shell Apache-2.0 3 17 0 0 Updated Dec 28, 2018