上传者: jiuchang
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上传时间: 2023-12-14 23:37:53
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文件大小: 8.6MB
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文件类型: PDF
很经典的参考书。
1 Introduction
2 Probability Distributions
3 Linear Models for Regression
4 Linear Models for Classification
5 Neural Networks
6 Kernel Methods
7 Sparse Kernel Machines
8 Graphical Models
9 Mixture Models and EM
10 Approximate Inference
11 Sampling Methods
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