DeepLearning_Note

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The note of class DeepLearning of PKU by Zhihua Zhang. (2019 Spring)

Contents

1 Overview

1.1 References

1.2 Machine Learning

2 Chapter2 Basics

2.1 Optimization Target

2.2 Basic Models

2.3 About Derivation

2.4 Loss Functions Design

3 Chapter3 Kernel

3.1 Motivation

3.2 Neural Network Method

3.3 PCA

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