Dive into Deep Learning (D2L.ai)

Repositories

• 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 5,842 23,974 1 20 Updated May 20, 2021

• d2l-zh-pytorch-slides

  Pytorch版代码幻灯片
  Jupyter Notebook 21 96 0 0 Updated May 20, 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 2,299 9,885 32 6 Updated May 19, 2021

• d2l-pytorch-slides

  Automatically Generated Notebook Slides
  Jupyter Notebook 11 26 0 0 Updated May 19, 2021

• d2l-tensorflow-sagemaker
  Jupyter Notebook 7 4 0 0 Updated May 17, 2021

• d2l-pytorch-sagemaker

  Automatically Generated Notebook for Sagemaker
  Jupyter Notebook 11 17 0 0 Updated May 17, 2021

• d2l-en-sagemaker

  Automatically Generated Notebooks for Sagemaker
  Jupyter Notebook 7 8 0 0 Updated May 17, 2021

• d2l-tensorflow-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 9 16 1 0 Updated May 17, 2021

• d2l-pytorch-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 18 17 0 0 Updated May 17, 2021

• d2l-en-colab

  Automatically Generated Notebooks for Colab
  Jupyter Notebook 21 25 2 2 Updated May 17, 2021

• d2l-zh-tensorflow-sagemaker

  Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker
  Jupyter Notebook 3 0 0 0 Updated May 16, 2021

• d2l-zh-pytorch-sagemaker

  Automatically Generated d2l-zh PyTorch Notebooks for SageMaker
  Jupyter Notebook 3 1 0 0 Updated May 16, 2021

• d2l-zh-sagemaker

  Automatically Generated d2l-zh Notebooks for SageMaker
  Jupyter Notebook 3 0 0 0 Updated May 16, 2021

• d2l-zh-tensorflow-colab

  Automatically Generated d2l-zh TensorFlow Notebooks for Colab
  Jupyter Notebook 5 1 1 0 Updated May 16, 2021

• d2l-zh-pytorch-colab

  Automatically Generated d2l-zh PyTorch Notebooks for Colab
  Jupyter Notebook 4 4 0 0 Updated May 16, 2021

• d2l-zh-colab

  Automatically Generated d2l-zh Notebooks for Colab
  Jupyter Notebook 6 0 0 0 Updated May 16, 2021

• d8
  Python Apache-2.0 10 3 0 0 Updated May 14, 2021

• courses-zh-v2

  中文版 v2 课程
  Jupyter Notebook 10 79 0 0 Updated May 14, 2021

• d2l-book

  Books with Jupyter notebooks
  Python Apache-2.0 50 85 8 2 Updated May 11, 2021

• d2l-tvm

  Dive into Deep Learning Compiler
  Python 70 398 3 1 Updated May 4, 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 8 6 0 1 Updated Apr 25, 2021

• d2l-book-deploy-demo
  CSS 7 5 0 0 Updated Mar 25, 2021

• berkeley-stat-157

  Homepage for STAT 157 at UC Berkeley
  Jupyter Notebook Apache-2.0 987 2,205 2 2 Updated Feb 16, 2021

• d2l-ko

  한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.
  Roff 44 105 1 7 Updated Nov 5, 2020

• d2l-tvm-colab

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

• d2l-ja

  Japanese translation of Dive into Deep Learning
  Python 14 23 1 0 Updated Aug 24, 2020

• d2l-de

  German version of d2l-en
  Python 3 0 0 0 Updated Jul 18, 2020

• d2l-book-sagemaker

  Notebooks for Sagemaker
  Jupyter Notebook 3 0 0 0 Updated Mar 12, 2020

• utils

  Utility scripts
  Python Apache-2.0 5 4 0 0 Updated Mar 7, 2020

• d2l-book-colab

  Colab notebooks for d2l-book
  Jupyter Notebook 3 11 0 0 Updated Dec 5, 2019