# machine_learning_model

**Repository Path**: wx_538c577e0f/machine_learning_model

## Basic Information

- **Project Name**: machine_learning_model
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-05-30
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README


[寻觅互联网，少有机器学习通俗易懂之算法讲解、案例等，项目立于这一问题之上，整理一份基本算法讲解+案例于文档，供大家学习之。通俗易懂之文章亦不可以面概全，但凡有不正确或争议之处，望告知，自当不吝赐教！](#)

## 目录

## [1.线性回归](https://github.com/mantchs/machine_learning_model/tree/master/Linear%20Regression)
###     [1.1房价预测案例](https://github.com/mantchs/machine_learning_model/tree/master/Linear%20Regression/demo)
## [2.逻辑回归](https://github.com/mantchs/machine_learning_model/tree/master/Logistic%20Regression)
###     [2.1金融信用分类案例](https://github.com/mantchs/machine_learning_model/blob/master/Logistic%20Regression/demo/CreditScoring.ipynb)
## [3.决策树](https://github.com/mantchs/machine_learning_model/tree/master/Decision%20Tree)
###     [3.1决策树案例](https://github.com/mantchs/machine_learning_model/blob/master/Decision%20Tree/DecisionTree.ipynb)
###     [3.2随机森林案例](https://github.com/mantchs/machine_learning_model/blob/master/Decision%20Tree/RandomForestRegression.ipynb)
## [4.SVM](https://github.com/mantchs/machine_learning_model/tree/master/SVM)
###     [4.1新闻分类案例](https://github.com/mantchs/machine_learning_model/tree/master/SVM/cnews_demo)
## [5.模型集成(多模型融合)](https://github.com/mantchs/machine_learning_model/tree/master/Model%20Ensemble)
###     [5.1信用卡欺诈预测案例](https://github.com/mantchs/machine_learning_model/tree/master/Model%20Ensemble)
## [6.L1、L2正则化，ElasticNetCV](https://github.com/mantchs/machine_learning_model/tree/master/Regularization)
## [7.NLP从词袋到Word2Vec](https://github.com/mantchs/machine_learning_model/tree/master/Word2Vec)
###     [7.1Word2Vec训练维基百科文章](https://github.com/mantchs/machine_learning_model/blob/master/Word2Vec/word2vec.ipynb)


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![image.png](https://upload-images.jianshu.io/upload_images/13876065-08b587647d14267c.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)

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