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Cv

Convolutional Neural Networks 扫描笔记 0. 本章核心目标：从线性分类器走向视觉神经网络 Vision Transformer Week 04: Features & Matching 学习笔记 Week 10 学习笔记：Generative Models, 3D Reconstruction and Frontiers Week 5: Machine Learning Basis 复习笔记 Week 7：Optimization of CNNs 学习笔记 Week 8：Recurrent Neural Networks and Transformer Week 9：Detection & Segmentation 核心脉络

Deep Learning

Attention Mechanism 扫描笔记 Lecture 10: Diffusion Models 逻辑主线 Lecture 11 Deep Reinforcement Learning 学习笔记 Lecture 12 / Lecture 11: Generative Adversarial Network, GAN Lecture 3 总体进化树 Lecture 4 学习笔记：Convolutional Neural Networks, CNN Lecture 5 学习笔记：Recurrent Neural Networks Lecture 7 总体主线：从序列建模到通用表示学习 Lecture 8: Large Language Models 学习笔记 Lecture 9 Variational Autoencoder and Diffusion Models 表示学习

Math

Nlp

扫描笔记 Transformer 注意力

Notes

Transformer Attention

Social Information Network

扫描笔记 Social Information Network

扫描笔记

手写笔记扫描版 PDF 预览与下载

Deep Learning Notes 2-10

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Deep Learning Cheatsheet

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