├── .gitattributes ├── AI_Lecture1.pdf ├── AI_Lecture10.pdf ├── AI_Lecture11.pdf ├── AI_Lecture12.pdf ├── AI_Lecture13.pdf ├── AI_Lecture14.pdf ├── AI_Lecture2.pdf ├── AI_Lecture3.pdf ├── AI_Lecture4.pdf ├── AI_Lecture5.pdf ├── AI_Lecture6.pdf ├── AI_Lecture7.pdf ├── AI_Lecture8.pdf ├── AI_Lecture9.pdf ├── README.md ├── homework ├── ex1 │ ├── .idea │ │ ├── dictionaries │ │ │ └── .xml │ │ ├── ex1.iml │ │ ├── inspectionProfiles │ │ │ └── profiles_settings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── __pycache__ │ │ └── linear_regression.cpython-37.pyc │ ├── ex1.pdf │ ├── ex1data1.txt │ ├── ex1data2.txt │ ├── explanation.jpg │ ├── linear_regression.py │ ├── linear_regression_with_multiple_variables.py │ └── test.py ├── ex2 │ ├── .idea │ │ ├── dictionaries │ │ │ └── .xml │ │ ├── ex2.iml │ │ ├── inspectionProfiles │ │ │ └── profiles_settings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── workspace.xml │ ├── Logistic_Regression.py │ ├── Logistic_Regression_Regularized.py │ ├── Logistic_Regression_Regularlized_Correct.py │ ├── __pycache__ │ │ └── Logistic_Regression.cpython-37.pyc │ ├── ex2.pdf │ ├── ex2data1.txt │ ├── ex2data2.txt │ └── test.py ├── ex3 │ ├── .idea │ │ ├── GrepConsole.xml │ │ ├── dictionaries │ │ │ └── .xml │ │ ├── ex3.iml │ │ ├── inspectionProfiles │ │ │ └── profiles_settings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ ├── vcs.xml │ │ └── workspace.xml │ ├── Multi-class Classification and Neural Networks.py │ ├── ex3.pdf │ ├── ex3data1.mat │ └── ex3weights.mat ├── ex4 │ ├── .idea │ │ ├── .gitignore │ │ ├── dictionaries │ │ │ └── .xml │ │ ├── ex4.iml │ │ ├── inspectionProfiles │ │ │ └── profiles_settings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── vcs.xml │ ├── ex4.pdf │ ├── ex4.py │ ├── ex4data1.mat │ ├── ex4weights.mat │ ├── gradient_check.png │ └── part1.png ├── ex5 │ ├── .idea │ │ ├── .gitignore │ │ ├── dictionaries │ │ │ └── .xml │ │ ├── ex5.iml │ │ ├── inspectionProfiles │ │ │ └── profiles_settings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── vcs.xml │ ├── ex5.pdf │ ├── ex5.py │ └── ex5data1.mat ├── ex6 │ ├── .idea │ │ ├── .gitignore │ │ ├── dictionaries │ │ │ └── .xml │ │ ├── ex6.iml │ │ ├── inspectionProfiles │ │ │ └── profiles_settings.xml │ │ ├── misc.xml │ │ ├── modules.xml │ │ └── vcs.xml │ ├── SpamClassification.py │ ├── emailSample1.txt │ ├── emailSample2.txt │ ├── ex6.pdf │ ├── ex6.py │ ├── ex6data1.mat │ ├── ex6data2.mat │ ├── ex6data3.mat │ ├── spamSample1.txt │ ├── spamSample2.txt │ ├── spamTest.mat │ ├── spamTrain.mat │ ├── test.py │ └── vocab.txt └── ex7 │ ├── .idea │ ├── .gitignore │ ├── ex7.iml │ ├── inspectionProfiles │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ └── vcs.xml │ ├── Kmeans.py │ ├── bird_small.mat │ ├── bird_small.png │ ├── ex7.pdf │ ├── ex7data1.mat │ ├── ex7data2.mat │ └── ex7faces.mat └── 算法.txt /.gitattributes: -------------------------------------------------------------------------------- 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-------------------------------------------------------------------------------- 1 | # Machine Learning WuEnda 2 | 3 | 主页AI_LectureX是对应章节的pdf笔记 4 | 子文件夹homework下是对应的练习题以及python代码实现，欢迎pull request 5 | -------------------------------------------------------------------------------- /homework/ex1/.idea/dictionaries/.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Currycomb/Machine-Learning-WuEnda/HEAD/homework/ex1/.idea/dictionaries/.xml -------------------------------------------------------------------------------- /homework/ex1/.idea/ex1.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Currycomb/Machine-Learning-WuEnda/HEAD/homework/ex1/.idea/ex1.iml -------------------------------------------------------------------------------- /homework/ex1/.idea/inspectionProfiles/profiles_settings.xml: 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