Dive into Deep Learning (D2L.ai)

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 1,862 7,908 20 10 Updated Nov 6, 2020

• d2l-ko

  한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.
  Roff 40 92 1 7 Updated Nov 5, 2020

• d2l-tvm

  Dive into Deep Learning Compiler
  Python 59 339 1 0 Updated Nov 4, 2020

• d2l-zh

  《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。

  python machine-learning natural-language-processing computer-vision deep-learning book notebook
  Python Apache-2.0 4,927 19,128 1 5 Updated Nov 3, 2020

• d2l-tr

  Turkish translation of Dive into Deep Learning
  Python 4 3 0 0 Updated Oct 30, 2020

• d2l-tensorflow-sagemaker
  Jupyter Notebook 3 3 0 0 Updated Oct 27, 2020

• d2l-pytorch-sagemaker

  Automatically Generated Notebook for Sagemaker
  Jupyter Notebook 6 15 0 0 Updated Oct 27, 2020

• d2l-en-sagemaker

  Automatically Generated Notebooks for Sagemaker
  Jupyter Notebook 4 8 0 0 Updated Oct 26, 2020

• d2l-tensorflow-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 3 11 1 0 Updated Oct 26, 2020

• d2l-pytorch-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 9 10 0 0 Updated Oct 26, 2020

• d2l-en-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 12 16 2 2 Updated Oct 26, 2020

• d2l-book-deploy-demo
  CSS 3 5 0 0 Updated Oct 23, 2020

• d2l-book

  Books with Jupyter notebooks
  Python Apache-2.0 37 73 5 2 Updated Oct 23, 2020

• d2l-tvm-colab

  Colab notebooks for d2l-tvm
  Jupyter Notebook 2 6 0 0 Updated Oct 16, 2020

• berkeley-stat-157

  Homepage for STAT 157 at UC Berkeley
  Jupyter Notebook Apache-2.0 867 1,911 1 2 Updated Oct 13, 2020

• d2l-ja

  Japanese translation of Dive into Deep Learning
  Python 10 21 1 0 Updated Aug 24, 2020

• d2l-de

  German version of d2l-en
  Python 0 0 0 0 Updated Jul 18, 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 7, 2020

• d2l-book-colab

  Colab notebooks for d2l-book
  Jupyter Notebook 0 11 0 0 Updated Dec 5, 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 27 65 0 0 Updated Aug 29, 2019

• notebooks Archived
  Jupyter Notebook 31 64 1 0 Updated Aug 29, 2019

• courses

  Courses that use D2L books
  Shell Apache-2.0 3 18 0 0 Updated Dec 27, 2018