Dive into Deep Learning (D2L) (@d2l-ai)
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d2l-ai

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  • Stars
    star
    84,512
  • Global Org. Rank 146 (Top 0.05 %)
  • Registered over 5 years ago
  • Most used languages
    Jupyter Notebook
         65.9 %
    Python
         29.3 %
    CSS
         2.4 %
    HTML
         2.4 %

Top repositories

1

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70多个国家的500多所大学用于教学。
Python
56,091
star
2

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.
Python
21,473
star
3

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley
Jupyter Notebook
3,504
star
4

d2l-tvm

Dive into Deep Learning Compiler
Python
620
star
5

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.
Python
591
star
6

courses-zh-v2

中文版 v2 课程
Jupyter Notebook
555
star
7

d2l-zh-pytorch-slides

Pytorch版代码幻灯片
Jupyter Notebook
526
star
8

d2l-book

Books with Jupyter notebooks
Python
205
star
9

d2l-pytorch-slides

Automatically Generated Notebook Slides
Jupyter Notebook
158
star
10

d2l-ko

한글 번역이 진행 중 입니다 | Dive into Deep Learning. With code, math, and discussions.
Python
135
star
11

1day-notebooks

Jupyter Notebook
73
star
12

notebooks

Jupyter Notebook
68
star
13

d2l-tr

Kod, matematik, çoklu-çerçeveler ve tartışmalar içeren etkileşimli derin öğrenme kitabı. 55 ülkede Stanford, MIT, Harvard, and Cambridge dahil 300 üniversitede kullanılmaktadır.
Python
62
star
14

d2l-zh-pytorch-colab

Automatically Generated d2l-zh PyTorch Notebooks for Colab
Jupyter Notebook
52
star
15

d2l-pytorch-colab

Automatically Generated Notebooks for Colab
Jupyter Notebook
52
star
16

d2l-en-colab

Automatically Generated Notebooks for Colab
Jupyter Notebook
48
star
17

d2l-tensorflow-colab

Automatically Generated Notebooks for Colab
Jupyter Notebook
40
star
18

d2l-pt

Livro Interativo de Deep Learning com Multiplos Frameworks, Conceitos Matemáticos e Discussões
Python
34
star
19

courses

Courses that use D2L books
HTML
33
star
20

d2l-ja

Japanese translation of Dive into Deep Learning
Python
29
star
21

d2l-pytorch-sagemaker

Automatically Generated Notebook for Sagemaker
Jupyter Notebook
29
star
22

d2l-pytorch-sagemaker-studio-lab

Jupyter Notebook
19
star
23

d2l-en-sagemaker

Automatically Generated Notebooks for Sagemaker
Jupyter Notebook
16
star
24

d2l-zh-colab

Automatically Generated d2l-zh Notebooks for Colab
Jupyter Notebook
16
star
25

d2l-zh-tensorflow-colab

Automatically Generated d2l-zh TensorFlow Notebooks for Colab
Jupyter Notebook
12
star
26

d2l-book-colab

Colab notebooks for d2l-book
Jupyter Notebook
11
star
27

d2l-zh-pytorch-sagemaker

Automatically Generated d2l-zh PyTorch Notebooks for SageMaker
Jupyter Notebook
9
star
28

d2l-tvm-colab

Colab notebooks for d2l-tvm
Jupyter Notebook
9
star
29

d2l-tensorflow-sagemaker

Jupyter Notebook
6
star
30

d2l-book-deploy-demo

CSS
5
star
31

utils

Utility scripts
Python
4
star
32

d8

Python
4
star
33

d2l-de

German version of d2l-en
Python
3
star
34

d2l-pytorch-slides-classic

Automatically Generated Notebook Slides for https://classic.d2l.ai/
Jupyter Notebook
2
star
35

d2l-zh-tensorflow-sagemaker

Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker
Jupyter Notebook
2
star
36

d2l-jax-colab

Jupyter Notebook
1
star
37

d2l-tensorflow-colab-classic

Automatically Generated Colab Notebooks for https://classic.d2l.ai/
Jupyter Notebook
1
star
38

d2l-zh-sagemaker

Automatically Generated d2l-zh Notebooks for SageMaker
Jupyter Notebook
1
star
39

d2l-pytorch-colab-classic

Automatically Generated Colab Notebooks for https://classic.d2l.ai/
Jupyter Notebook
1
star
40

d2l-zh-paddle-sagemaker

Automatically Generated d2l-zh TensorFlow Notebooks for SageMaker
Jupyter Notebook
1
star
41

d2l-zh-paddle-colab

Automatically Generated d2l-zh PyTorch Notebooks for Colab
Jupyter Notebook
1
star