Dive into Deep Learning

Repositories

• d2l-en

  An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

  python data-science machine-learning natural-language-processing computer-vision deep-learning book
  Python 1,254 5,097 15 5 Updated May 25, 2020

• d2l-en-sagemaker

  Notebooks for Sagemaker
  Jupyter Notebook 2 7 0 0 Updated May 25, 2020

• d2l-en-colab

  Notebooks for Colab
  Jupyter Notebook 10 13 2 2 Updated May 24, 2020

• d2l-book-deploy-demo
  CSS 0 5 0 0 Updated May 24, 2020

• d2l-book

  Books with Jupyter notebooks
  Python Apache-2.0 25 52 2 0 Updated May 24, 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 4,457 17,309 1 0 Updated May 23, 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-tvm

  Dive into Deep Learning Compiler
  Python 44 283 1 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 7, 2020

• berkeley-stat-157

  Homepage for STAT 157 at UC Berkeley
  Jupyter Notebook Apache-2.0 726 1,645 1 1 Updated Mar 4, 2020

• d2l-tr

  Turkish translation of Dive into Deep Learning
  Python 0 0 0 0 Updated Feb 12, 2020

• d2l-ko

  한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.
  CSS 32 75 1 7 Updated Jan 6, 2020

• d2l-book-colab

  Colab notebooks for d2l-book
  Jupyter Notebook 0 11 0 0 Updated Dec 5, 2019

• data
  6 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 25 63 0 0 Updated Aug 29, 2019

• notebooks Archived
  Jupyter Notebook 28 61 1 0 Updated Aug 29, 2019

• courses

  Courses that use D2L books
  Shell Apache-2.0 2 15 0 0 Updated Dec 27, 2018