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.

Date Created 2018-10-09 (6 years ago)

Commits 6,491 (last one 8 months ago)

Stargazers 24,125 (58 this week)

Watchers 419 (0 this week)

Forks 4,382

License other

Ranking

RepositoryStats indexes 589,134 repositories, of these d2l-ai/d2l-en is ranked #1,058 (99th percentile) for total stargazers, and #2,196 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #173/117,584.

d2l-ai/d2l-en is also tagged with popular topics, for these it's ranked: python (#110/22145), deep-learning (#55/8438), machine-learning (#57/7978), pytorch (#29/5977), computer-vision (#10/3101), tensorflow (#17/2246), data-science (#19/2110), natural-language-processing (#8/1418), reinforcement-learning (#5/1319), keras (#5/791), book (#11/609), notebook (#3/279), recommender-system (#1/258), hyperparameter-optimization (#2/122), kaggle (#2/119)

Other Information

d2l-ai/d2l-en has 45 open pull requests on Github, 1,822 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 100 open issues and 196 closed issues.

There have been 15 releases, the latest one was published on 2023-08-18 (about a year ago) with the name Release 1.0.3.

Homepage URL: https://D2L.ai

All Topics

jax book keras mxnet kaggle python pytorch notebook tensorflow data-science deep-learning computer-vision machine-learning gaussian-processes recommender-system reinforcement-learning hyperparameter-optimization natural-language-processing

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

1,383 commits on the default branch (master) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-03 @ 02:08pm, id: 152166877 / R_kgDOCRHh3Q