Study note

Dive into Deep Learning

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Type: Books
Status: 想读
Domain: AI / ML
Category: 深度学习、自动微分与实践
Source: d2l.ai
Vault note: library/books/ai_ml/Dive-into-Deep-Learning-5ddba1a3927e023d.md

交互式深度学习教材，结合数学、可执行代码和讨论，覆盖基础网络、卷积、注意力、优化与现代模型。

每节都是可运行的 Jupyter Notebook，并提供 PyTorch、JAX、TensorFlow 等实现，适合边学边实验。

The Mathematics of Large Language Models Books · 深度学习、自动微分与实践
A Mathematical Introduction to Diffusion Models Blogs · 深度学习、自动微分与实践
Differentiable Programming from Scratch – Max Slater – Computer Graphics, Programming, and Math Blogs · 深度学习、自动微分与实践
Get Started With Deep Learning Performance Blogs · 深度学习、自动微分与实践
Hands-On Modern RL Blogs · 深度学习、自动微分与实践
How to Build a Diffusion Language Model Blogs · 深度学习、自动微分与实践

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