Roadmap
![](https://img.haomeiwen.com/i8016875/9b705db0bebc63e4.png)
图1 Roadmap
Linear Network Hypothesis
![](https://img.haomeiwen.com/i8016875/54924a7227a21231.png)
图2 Linear Network Hypothesis1
![](https://img.haomeiwen.com/i8016875/8ffcaa245a9679cd.png)
图3 Linear Network Hypothesis2
![](https://img.haomeiwen.com/i8016875/f884c87a5e593965.png)
图4 Linear Network Hypothesis3
![](https://img.haomeiwen.com/i8016875/7f96f2c095f8ad0e.png)
图5 Linear Network Hypothesis4
Basic Matrix Factorization
![](https://img.haomeiwen.com/i8016875/7f41e4439cf0f306.png)
图6 Basic Matrix Factorization1
![](https://img.haomeiwen.com/i8016875/69f3199ae01f6a06.png)
图7 Basic Matrix Factorization2
![](https://img.haomeiwen.com/i8016875/a4c45de58212b071.png)
图8 Basic Matrix Factorization3
![](https://img.haomeiwen.com/i8016875/337ed50ec60ed881.png)
图9 Basic Matrix Factorization4
![](https://img.haomeiwen.com/i8016875/3e1ab77d56270755.png)
图10 Basic Matrix Factorization5
Stochastic Gradient Descent
![](https://img.haomeiwen.com/i8016875/ba50778264c511e9.png)
图11 Stochastic Gradient Descent1
![](https://img.haomeiwen.com/i8016875/1ce9b8f9dcfb56fb.png)
图12 Stochastic Gradient Descent2
![](https://img.haomeiwen.com/i8016875/9f964e7a14cedec7.png)
图13 Stochastic Gradient Descent3
![](https://img.haomeiwen.com/i8016875/becd2c64285d33db.png)
图14 Stochastic Gradient Descent4
Summary of Extraction Models
![](https://img.haomeiwen.com/i8016875/ec62f5ea94b721aa.png)
图15 Summary of Extraction Models1
![](https://img.haomeiwen.com/i8016875/391615b01370c74e.png)
图16 Summary of Extraction Models2
![](https://img.haomeiwen.com/i8016875/4e1f38f78fe12cfa.png)
图17 Summary of Extraction Models3
Summary
![](https://img.haomeiwen.com/i8016875/23f20ed1694cbb97.png)
图18 Summary