Repositories list

• d2l-en

  Public
  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  pythondata-sciencemachine-learning+ 15natural-language-processingreinforcement-learningcomputer-visiondeep-learningmxnetbooknotebook+ 8

  Python

  •

  Other

  •4.4k•24k•100•46•Updated Aug 18, 2024Aug 18, 2024

• d2l-zh

  Public
  《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

  pythonmachine-learningnatural-language-processing+ 5computer-visiondeep-learningbooknotebookchinese

  Python

  •

  Apache License 2.0

  •11k•65k•1•93•Updated Jul 30, 2024Jul 30, 2024

• d2l-pt

  Public
  Livro Interativo de Deep Learning com Multiplos Frameworks, Conceitos Matemáticos e Discussões

  Python

  •

  Other

  •12•40•0•2•Updated Mar 18, 2024Mar 18, 2024

• d2l-ko

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

  Python

  •

  Other

  •58•139•3•7•Updated Mar 18, 2024Mar 18, 2024

• d2l-book

  Public
  Books with Jupyter notebooks

  Python

  •

  Apache License 2.0

  •99•230•17•4•Updated Dec 12, 2023Dec 12, 2023

• d2l-pytorch-slides

  Public
  Automatically Generated Notebook Slides

  Jupyter Notebook

  •75•195•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-tensorflow-sagemaker

  Public
  Jupyter Notebook

  •11•6•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-jax-sagemaker

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-en-sagemaker

  Public
  Automatically Generated Notebooks for Sagemaker

  Jupyter Notebook

  •9•16•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-pytorch-sagemaker

  Public
  Automatically Generated Notebook for Sagemaker

  Jupyter Notebook

  •21•30•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-tensorflow-colab

  Public
  Automatically Generated Notebooks for Colab

  Jupyter Notebook

  •15•39•1•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-jax-colab

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •3•1•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-en-colab

  Public
  Automatically Generated Notebooks for Colab

  Jupyter Notebook

  •40•48•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-pytorch-colab

  Public
  Automatically Generated Notebooks for Colab

  Jupyter Notebook

  •48•60•2•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-pytorch-slides

  Public
  Pytorch版代码幻灯片

  Jupyter Notebook

  •148•604•0•1•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-paddle-sagemaker

  Public
  Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker

  Jupyter Notebook

  •

  Apache License 2.0

  •0•1•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-tensorflow-sagemaker

  Public
  Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker

  Jupyter Notebook

  •6•2•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-pytorch-sagemaker

  Public
  Automatically Generated d2l-zh PyTorch Notebooks for SageMaker

  Jupyter Notebook

  •9•9•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-sagemaker

  Public
  Automatically Generated d2l-zh Notebooks for SageMaker

  Jupyter Notebook

  •5•1•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-paddle-colab

  Public
  Automatically Generated d2l-zh PyTorch Notebooks for Colab

  Jupyter Notebook

  •

  Apache License 2.0

  •0•1•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-tensorflow-colab

  Public
  Automatically Generated d2l-zh TensorFlow Notebooks for Colab

  Jupyter Notebook

  •12•13•1•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-pytorch-colab

  Public
  Automatically Generated d2l-zh PyTorch Notebooks for Colab

  Jupyter Notebook

  •37•54•0•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-zh-colab

  Public
  Automatically Generated d2l-zh Notebooks for Colab

  Jupyter Notebook

  •15•18•2•0•Updated Aug 18, 2023Aug 18, 2023

• d2l-ja

  Public
  Japanese translation of Dive into Deep Learning

  Python

  •

  Other

  •19•30•0•1•Updated Apr 27, 2023Apr 27, 2023

• d2l-tr

  Public
  Kod, matematik, çoklu-çerçeveler ve tartışmalar içeren etkileşimli derin öğrenme kitabı. 55 ülkede Stanford, MIT, Harvard, and Cambridge dahil 300 üniversitede kullanılmaktadır.

  derin-ogrenmemakine-ogrenmesidogal-dil-isleme+ 2veri-bilimibilgisayarla-gorme

  Python

  •

  Other

  •14•80•0•1•Updated Feb 27, 2023Feb 27, 2023

• d2l-book-deploy-demo

  Public
  CSS

  •6•5•0•0•Updated Jan 12, 2023Jan 12, 2023

• d2l-pytorch-slides-classic

  Public
  Automatically Generated Notebook Slides for https://classic.d2l.ai/

  Jupyter Notebook

  •1•3•0•0•Updated Nov 13, 2022Nov 13, 2022

• d2l-tensorflow-sagemaker-classic

  Public
  Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/

  Jupyter Notebook

  •0•0•0•0•Updated Nov 13, 2022Nov 13, 2022

• d2l-pytorch-sagemaker-classic

  Public
  Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/

  Jupyter Notebook

  •0•0•0•0•Updated Nov 13, 2022Nov 13, 2022

• d2l-en-sagemaker-classic

  Public
  Automatically Generated Sagemaker Notebooks for https://classic.d2l.ai/

  Jupyter Notebook

  •0•0•0•0•Updated Nov 13, 2022Nov 13, 2022