Welcome to RogerJTX’s Notes

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Main Notes Websites

Main Notes Website
https://rogerjtx.github.io/

Word2Vector [ELMo, Bert, ALBert]
https://rogerjtx.github.io/word2vector.io/

Topbase Knowledge Graph Paper Reproduction And Technical Documentation
url:

Automatic Code Generation
url:

Comelot Table Image Recognition
url:

Aminer Expert Know Graph
url:

Patent Systemt Keyword Extractor
url:

Image Style Feature Fusion
url:

Medical Image Recognition [COVID-19]
url:

Word To Vector Part

Programming Notes Start

Study Graph

逻辑回归 Logistic Function

监督学习：分为 回归问题（返回一个值）和分类问题（返回一个分类） 无监督学习：聚类

逻辑函数+线性回归

看决策边界是不是线性的

梯度下降 Gradient Descent

步长要合理

预测值和真实值会不断接近

下面是b的求导：

随机梯度下降法

mini-batch