d2l-ai
d2l-en
深度学习框架这是一本交互式深度学习开源教材，用可运行的代码、数学推导和讨论讲清概念，解决理论难落地的问题。代码基于 Python，覆盖多框架实现，适合边读边在 notebook 里动手跑，也常被高校选作课程参考。
查看 GitHub 原始描述（英文）
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
#book#computer-vision#data-science#deep-learning#gaussian-processes#hyperparameter-optimization#jax#kaggle#keras#machine-learning#mxnet#natural-language-processing#notebook#python#pytorch#recommender-system#reinforcement-learning#tensorflow
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