Dive into Deep Learning (D2L.ai)

Top repositories by stars

• d2l-ai/d2l-zh(on leaderboard)

  《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。

  Python75,689
• d2l-ai/d2l-en

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

  Python28,171
• d2l-ai/berkeley-stat-157

  Homepage for STAT 157 at UC Berkeley

  Jupyter Notebook3,937
• d2l-ai/d2l-zh-pytorch-slides

  Pytorch版代码幻灯片

  Jupyter Notebook776
• d2l-ai/courses-zh-v2

  中文版 v2 课程

  Jupyter Notebook769
• d2l-ai/d2l-vi

  Một cuốn sách về Học Sâu đề cập đến nhiều framework phổ biến, được sử dụng trên 300 trường Đại học từ 55 đất nước bao gồm MIT, Stanford, Harvard, và Cambridge.

  Python653
• d2l-ai/d2l-tvm

  Dive into Deep Learning Compiler

  Python644
• d2l-ai/d2l-book

  Books with Jupyter notebooks

  Python263
• d2l-ai/d2l-pytorch-slides

  Automatically Generated Notebook Slides

  Jupyter Notebook248
• d2l-ai/d2l-ko

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

  Python147
• d2l-ai/d2l-tr

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

  Python146
• d2l-ai/1day-notebooks

  Jupyter Notebook75
• d2l-ai/d2l-pytorch-colab

  Automatically Generated Notebooks for Colab

  Jupyter Notebook74
• d2l-ai/notebooks

  Jupyter Notebook69
• d2l-ai/d2l-zh-pytorch-colab

  Automatically Generated d2l-zh PyTorch Notebooks for Colab

  Jupyter Notebook64
• d2l-ai/d2l-pt

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

  Python61
• d2l-ai/d2l-en-colab

  Automatically Generated Notebooks for Colab

  Jupyter Notebook51
• d2l-ai/courses

  Courses that use D2L books

  HTML40
• d2l-ai/d2l-tensorflow-colab

  Automatically Generated Notebooks for Colab

  Jupyter Notebook39
• d2l-ai/d2l-pytorch-sagemaker

  Automatically Generated Notebook for Sagemaker

  Jupyter Notebook33
• d2l-ai/d2l-ja

  Japanese translation of Dive into Deep Learning

  Python32
• d2l-ai/d2l-pytorch-sagemaker-studio-lab

  Jupyter Notebook20
• d2l-ai/d2l-zh-colab

  Automatically Generated d2l-zh Notebooks for Colab

  Jupyter Notebook19
• d2l-ai/d2l-en-sagemaker

  Automatically Generated Notebooks for Sagemaker

  Jupyter Notebook18
• d2l-ai/notedown

  Markdown <=> IPython Notebook

  Jupyter Notebook18
• d2l-ai/d2l-zh-tensorflow-colab

  Automatically Generated d2l-zh TensorFlow Notebooks for Colab

  Jupyter Notebook13
• d2l-ai/d2l-book-colab

  Colab notebooks for d2l-book

  Jupyter Notebook11
• d2l-ai/d2l-zh-pytorch-sagemaker

  Automatically Generated d2l-zh PyTorch Notebooks for SageMaker

  Jupyter Notebook9
• d2l-ai/d2l-tvm-colab

  Colab notebooks for d2l-tvm

  Jupyter Notebook9
• d2l-ai/d2l-tensorflow-sagemaker

  Jupyter Notebook6
• d2l-ai/d8

  Python4
• d2l-ai/d2l-book-deploy-demo

  CSS4
• d2l-ai/utils

  Utility scripts

  Python4
• d2l-ai/d2l-pytorch-slides-classic

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

  Jupyter Notebook3
• d2l-ai/d2l-zh-paddle-colab

  Automatically Generated d2l-zh PyTorch Notebooks for Colab

  Jupyter Notebook3
• d2l-ai/d2l-de

  German version of d2l-en

  Python3
• d2l-ai/d2l-jax-colab

  Jupyter Notebook2
• d2l-ai/d2l-zh-tensorflow-sagemaker

  Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker

  Jupyter Notebook2
• d2l-ai/d2l-1day

  Dive into Deep Learning in 1 Day at ODSC 2019

  Shell2
• d2l-ai/d2l-tensorflow-colab-classic

  Automatically Generated Colab Notebooks for https://classic.d2l.ai/

  Jupyter Notebook1
• d2l-ai/d2l-pytorch-colab-classic

  Automatically Generated Colab Notebooks for https://classic.d2l.ai/

  Jupyter Notebook1
• d2l-ai/d2l-zh-paddle-sagemaker

  Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker

  Jupyter Notebook1
• d2l-ai/d2l-zh-sagemaker

  Automatically Generated d2l-zh Notebooks for SageMaker

  Jupyter Notebook1
• d2l-ai/d2l-jax-sagemaker

  Jupyter Notebook0
• d2l-ai/d2l-tensorflow-sagemaker-classic

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

  Jupyter Notebook0
• d2l-ai/d2l-pytorch-sagemaker-classic

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

  Jupyter Notebook0
• d2l-ai/d2l-en-sagemaker-classic

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

  Jupyter Notebook0
• d2l-ai/d2l-en-colab-classic

  Automatically Generated Colab Notebooks for https://classic.d2l.ai/

  Jupyter Notebook0
• d2l-ai/aws-hugo-them

  CSS0
• d2l-ai/d2l-book-sagemaker

  Notebooks for Sagemaker

  Jupyter Notebook0