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The Mathematics of Large Language Models

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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: lulu.com
Vault note: library/books/ai_ml/The-Mathematics-of-Large-Language-Models-4b28e2a86b000c79.md

以可读方式介绍神经网络、优化、泛化、注意力、Transformer、LLM、扩散模型与不确定性的数学基础。

每个公式同时解释用途和符号含义，保留真实数学内容，又降低阅读门槛。

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