Dive into Deep Learning (D2L.ai)

Repositories

• d2l-zh-pytorch-slides

  Pytorch版代码幻灯片
  Jupyter Notebook 1 50 0 0 Updated Mar 11, 2021

• 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175所大学采用教学。

  python machine-learning natural-language-processing computer-vision deep-learning book notebook
  Python Apache-2.0 5,249 20,734 1 7 Updated Mar 11, 2021

• d2l-en

  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

  python data-science machine-learning natural-language-processing computer-vision deep-learning mxnet
  Python 2,111 9,063 22 (1 issue needs help) 11 Updated Mar 11, 2021

• d2l-pytorch-slides

  Automatically Generated Notebook Slides
  Jupyter Notebook 0 8 0 0 Updated Mar 10, 2021

• d2l-tr

  Kod, matematik ve tartışmalar içeren etkileşimli derin öğrenme kitabı. Çoklu-çerçeveler ile mevcuttur. 175 üniversitede kullanılmaktadır. Derin Öğrenmeye Dalış kitabının Türkçe çevirisinin ön gösterimine buradan ulaşabilirsiniz: http://preview.d2l.ai/d2l-tr/master/

  derin-ogrenme makine-ogrenmesi dogal-dil-isleme veri-bilimi bilgisayarla-gorme
  Python 5 4 0 1 Updated Feb 24, 2021

• berkeley-stat-157

  Homepage for STAT 157 at UC Berkeley
  Jupyter Notebook Apache-2.0 933 2,065 2 2 Updated Feb 16, 2021

• d2l-book

  Books with Jupyter notebooks
  Python Apache-2.0 40 78 7 1 Updated Feb 10, 2021

• d2l-book-deploy-demo
  CSS 4 5 0 0 Updated Feb 4, 2021

• d8
  Python Apache-2.0 5 3 0 0 Updated Jan 26, 2021

• d2l-tensorflow-sagemaker
  Jupyter Notebook 4 4 0 0 Updated Jan 18, 2021

• d2l-pytorch-sagemaker

  Automatically Generated Notebook for Sagemaker
  Jupyter Notebook 8 17 0 0 Updated Jan 19, 2021

• d2l-en-sagemaker

  Automatically Generated Notebooks for Sagemaker
  Jupyter Notebook 4 8 0 0 Updated Jan 19, 2021

• d2l-tensorflow-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 5 14 1 0 Updated Jan 19, 2021

• d2l-pytorch-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 11 13 0 0 Updated Jan 19, 2021

• d2l-en-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 16 22 2 2 Updated Jan 19, 2021

• d2l-ko

  한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.
  Roff 40 102 1 7 Updated Nov 5, 2020

• d2l-tvm

  Dive into Deep Learning Compiler
  Python 62 371 2 0 Updated Nov 4, 2020

• d2l-tvm-colab

  Colab notebooks for d2l-tvm
  Jupyter Notebook 3 6 0 0 Updated Oct 16, 2020

• d2l-ja

  Japanese translation of Dive into Deep Learning
  Python 10 22 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 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 6 2 0 0 Updated Oct 25, 2019

• 1day-notebooks
  Jupyter Notebook 30 65 0 0 Updated Aug 29, 2019

• notebooks Archived
  Jupyter Notebook 32 64 1 0 Updated Aug 29, 2019

• courses

  Courses that use D2L books
  Shell Apache-2.0 3 16 0 0 Updated Dec 28, 2018