├── .gitignore
├── FAQ.md
├── LICENSE
├── README.md
├── SVM.ipynb
├── log.md
├── r1-ml
    ├── README.md
    ├── day0-prepare
    │   └── README.md
    ├── day1-numpy
    │   ├── README.md
    │   └── numpy.ipynb
    ├── day10-nlp
    │   ├── README.md
    │   ├── Restaurant_Reviews.tsv
    │   └── nlp.ipynb
    ├── day2-yearning
    │   ├── README.md
    │   ├── image
    │   │   ├── image1.jpeg
    │   │   ├── image10.jpeg
    │   │   ├── image11.png
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    │   │   ├── image7.jpeg
    │   │   ├── image8.jpeg
    │   │   └── image9.jpeg
    │   └── yearning.ipynb
    ├── day3-ml-coursera
    │   ├── images
    │   │   ├── 01105c3afd1315acf0577f8493137dcc.png
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    │   │   └── gongzhong.png
    │   └── ml-coursera.ipynb
    ├── day4-100-days-of-ml-code-cn
    │   ├── Code
    │   │   ├── Day 11_K-NN.ipynb
    │   │   ├── Day 11_K-NN.md
    │   │   ├── Day 11_k-NN.py
    │   │   ├── Day 13_SVM.ipynb
    │   │   ├── Day 13_SVM.md
    │   │   ├── Day 13_SVM.py
    │   │   ├── Day 1_Data_Preprocessing.ipynb
    │   │   ├── Day 1_Data_Preprocessing.md
    │   │   ├── Day 1_Data_Preprocessing.py
    │   │   ├── Day 25_Decision_Tree.ipynb
    │   │   ├── Day 25_Decision_Tree.md
    │   │   ├── Day 25_Decision_Tree.py
    │   │   ├── Day 2_Simple_Linear_Regression.ipynb
    │   │   ├── Day 2_Simple_Linear_Regression.md
    │   │   ├── Day 2_Simple_Linear_Regression.py
    │   │   ├── Day 34_Random_Forests.ipynb
    │   │   ├── Day 34_Random_Forests.md
    │   │   ├── Day 34_Random_Forests.py
    │   │   ├── Day 39.ipynb
    │   │   ├── Day 3_Multiple_Linear_Regression.ipynb
    │   │   ├── Day 3_Multiple_Linear_Regression.md
    │   │   ├── Day 3_Multiple_Linear_Regression.py
    │   │   ├── Day 40.ipynb
    │   │   ├── Day 41.ipynb
    │   │   ├── Day 42.ipynb
    │   │   ├── Day 6_Logistic_Regression.ipynb
    │   │   ├── Day 6_Logistic_Regression.md
    │   │   └── Day 6_Logistic_Regression.py
    │   ├── FAQ.MD
    │   ├── Info-graphs
    │   │   ├── Day 1.jpg
    │   │   ├── Day 12.jpg
    │   │   ├── Day 2.jpg
    │   │   ├── Day 23.jpg
    │   │   ├── Day 3.png
    │   │   ├── Day 33.png
    │   │   ├── Day 4.jpg
    │   │   ├── Day 42-1.png
    │   │   ├── Day 42-2.png
    │   │   ├── Day 43.jpg
    │   │   ├── Day 54.jpg
    │   │   └── Day 7.jpg
    │   ├── LICENSE
    │   ├── Other Docs
    │   │   ├── LR_test.png
    │   │   ├── LR_training.png
    │   │   ├── Python数据科学手册.zip
    │   │   ├── README.md
    │   │   ├── SVM_test set.png
    │   │   ├── SVM_training set.png
    │   │   ├── data.png
    │   │   ├── day_34_random_forest_classification_test_set.png
    │   │   ├── day_34_random_forest_classification_training_set.png
    │   │   ├── k-均值聚类.gif
    │   │   └── 层次聚类.gif
    │   ├── README.md
    │   ├── Translation specification.MD
    │   └── datasets
    │   │   ├── 50_Startups.csv
    │   │   ├── Data.csv
    │   │   ├── Social_Network_Ads.csv
    │   │   ├── mnist.npz
    │   │   ├── readme.md
    │   │   └── studentscores.csv
    ├── day5-ntu-ml
    │   ├── Images
    │   │   ├── 00360aa7696f3b53fd233976aec97104.jpg
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    │   │   └── ff95a8e3c1607467e4e872f939a4bfe7.jpg
    │   ├── Styles
    │   │   └── ebook.css
    │   └── index.html
    ├── day6-sklearn-uml-diagram
    │   ├── README.md
    │   ├── classes.svg
    │   └── packages.svg
    ├── day7-scikit-learn-0.19-zh
    │   ├── images
    │   │   ├── 000000.jpg
    │   │   ├── 000001.jpg
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    │   │   ├── 000633.jpg
    │   │   ├── 000634.jpg
    │   │   ├── 000635.jpg
    │   │   ├── 000636.jpg
    │   │   ├── 000637.jpg
    │   │   ├── 000638.jpg
    │   │   ├── 000639.jpg
    │   │   ├── 000640.jpg
    │   │   ├── 000641.jpg
    │   │   ├── 000642.jpg
    │   │   ├── 000643.jpg
    │   │   ├── 000644.jpg
    │   │   ├── 000645.jpg
    │   │   ├── 000646.jpg
    │   │   ├── 000647.jpg
    │   │   ├── 000648.jpg
    │   │   ├── 000649.jpg
    │   │   ├── 000650.jpg
    │   │   ├── 000651.jpg
    │   │   ├── 000652.jpg
    │   │   ├── 000653.jpg
    │   │   ├── 000654.jpg
    │   │   ├── 000655.jpg
    │   │   ├── 000656.jpg
    │   │   ├── 000657.jpg
    │   │   ├── 000658.jpg
    │   │   ├── 000659.jpg
    │   │   ├── 000660.jpg
    │   │   ├── 000661.jpg
    │   │   ├── 000662.jpg
    │   │   ├── 000663.jpg
    │   │   ├── 000664.jpg
    │   │   ├── 000665.jpg
    │   │   ├── 000666.jpg
    │   │   ├── 000667.jpg
    │   │   ├── 000668.jpg
    │   │   ├── 000669.jpg
    │   │   ├── 000670.jpg
    │   │   ├── 000671.jpg
    │   │   ├── 000672.jpg
    │   │   ├── 000673.jpg
    │   │   ├── 000674.jpg
    │   │   ├── 000675.jpg
    │   │   ├── 000676.jpg
    │   │   ├── 000677.jpg
    │   │   ├── 000678.jpg
    │   │   ├── 000679.jpg
    │   │   ├── 000680.jpg
    │   │   ├── 000681.jpg
    │   │   ├── 000682.jpg
    │   │   ├── 000683.jpg
    │   │   ├── 000684.jpg
    │   │   ├── 000685.jpg
    │   │   ├── 000686.jpg
    │   │   ├── 000687.jpg
    │   │   ├── 000688.jpg
    │   │   ├── 000689.jpg
    │   │   ├── 000690.jpg
    │   │   ├── 000691.jpg
    │   │   ├── 000692.jpg
    │   │   ├── 000693.jpg
    │   │   ├── 000694.jpg
    │   │   ├── 000695.jpg
    │   │   ├── 000696.jpg
    │   │   ├── 000697.jpg
    │   │   ├── 000698.jpg
    │   │   ├── 000699.jpg
    │   │   ├── 000700.jpg
    │   │   ├── 000701.jpg
    │   │   ├── 000702.jpg
    │   │   ├── 000703.jpg
    │   │   ├── 000704.jpg
    │   │   ├── 000705.jpg
    │   │   ├── 000706.jpg
    │   │   ├── 000707.jpg
    │   │   ├── 000708.jpg
    │   │   ├── 000709.jpg
    │   │   ├── 000710.jpg
    │   │   ├── 000711.jpg
    │   │   ├── 000712.jpg
    │   │   ├── 000713.jpg
    │   │   ├── 000714.jpg
    │   │   ├── 000715.jpg
    │   │   ├── 000716.jpg
    │   │   ├── 000717.jpg
    │   │   ├── 000718.jpg
    │   │   ├── 000719.jpg
    │   │   ├── 000720.jpg
    │   │   ├── 000721.jpg
    │   │   ├── 000722.jpg
    │   │   ├── 000723.jpg
    │   │   ├── 000724.jpg
    │   │   ├── 000725.jpg
    │   │   ├── 000726.jpg
    │   │   ├── 000727.jpg
    │   │   ├── 000728.jpg
    │   │   ├── 000729.jpg
    │   │   ├── 000730.jpg
    │   │   ├── 000731.jpg
    │   │   ├── 000732.jpg
    │   │   ├── 000733.jpg
    │   │   ├── 000734.jpg
    │   │   ├── 000735.jpg
    │   │   ├── 000736.jpg
    │   │   ├── 000737.jpg
    │   │   ├── 000738.jpg
    │   │   ├── 000739.jpg
    │   │   ├── 000740.jpg
    │   │   ├── 000741.jpg
    │   │   ├── 000742.jpg
    │   │   ├── 000743.jpg
    │   │   ├── 000744.jpg
    │   │   ├── 000745.jpg
    │   │   ├── 000746.jpg
    │   │   ├── 000747.jpg
    │   │   ├── 000748.jpg
    │   │   ├── 000749.jpg
    │   │   ├── 000750.jpg
    │   │   ├── 000751.jpg
    │   │   ├── 000752.jpg
    │   │   ├── 000753.jpg
    │   │   ├── 000754.jpg
    │   │   ├── 000755.jpg
    │   │   ├── 000756.jpg
    │   │   ├── 000757.jpg
    │   │   ├── 000758.jpg
    │   │   ├── 000759.jpg
    │   │   ├── 000760.jpg
    │   │   ├── 000761.jpg
    │   │   ├── 000762.jpg
    │   │   ├── 000763.jpg
    │   │   ├── 000764.jpg
    │   │   ├── 000765.jpg
    │   │   ├── 000766.jpg
    │   │   ├── 000767.jpg
    │   │   ├── 000768.jpg
    │   │   ├── 000769.jpg
    │   │   ├── 000770.jpg
    │   │   ├── 000771.jpg
    │   │   ├── 000772.jpg
    │   │   ├── 000773.jpg
    │   │   ├── 000774.jpg
    │   │   ├── 000775.jpg
    │   │   ├── 000776.jpg
    │   │   ├── 000777.jpg
    │   │   ├── 000778.jpg
    │   │   ├── 000779.jpg
    │   │   ├── 000780.jpg
    │   │   ├── 000781.jpg
    │   │   ├── 000782.jpg
    │   │   ├── 000783.jpg
    │   │   ├── 000784.jpg
    │   │   ├── 000785.jpg
    │   │   ├── 000786.jpg
    │   │   ├── 000787.jpg
    │   │   ├── 000788.jpg
    │   │   ├── 000789.jpg
    │   │   ├── 000790.jpg
    │   │   ├── 000791.jpg
    │   │   ├── 000792.jpg
    │   │   ├── 000793.jpg
    │   │   ├── 000794.jpg
    │   │   ├── 000795.jpg
    │   │   ├── 000796.jpg
    │   │   ├── 000797.jpg
    │   │   ├── 000798.jpg
    │   │   ├── 000799.jpg
    │   │   ├── 000800.jpg
    │   │   ├── 000801.jpg
    │   │   ├── 000802.jpg
    │   │   ├── 000803.jpg
    │   │   ├── 000804.jpg
    │   │   ├── 000805.jpg
    │   │   ├── 000806.jpg
    │   │   ├── 000807.jpg
    │   │   ├── 000808.jpg
    │   │   ├── 000809.jpg
    │   │   ├── 000810.jpg
    │   │   ├── 000811.jpg
    │   │   ├── 000812.jpg
    │   │   ├── 000813.jpg
    │   │   ├── 000814.jpg
    │   │   ├── 000815.jpg
    │   │   ├── 000816.jpg
    │   │   ├── 000817.jpg
    │   │   ├── 000818.jpg
    │   │   ├── 000819.jpg
    │   │   ├── 000820.jpg
    │   │   ├── 000821.jpg
    │   │   ├── 000822.jpg
    │   │   ├── 000823.jpg
    │   │   ├── 000824.jpg
    │   │   ├── 000825.jpg
    │   │   ├── 000826.jpg
    │   │   ├── 000827.jpg
    │   │   ├── 000828.jpg
    │   │   ├── 000829.jpg
    │   │   ├── 000830.jpg
    │   │   ├── 000831.jpg
    │   │   ├── 000832.jpg
    │   │   ├── 000833.jpg
    │   │   ├── 000834.jpg
    │   │   ├── 000835.jpg
    │   │   ├── 000836.jpg
    │   │   ├── 000837.jpg
    │   │   ├── 000838.jpg
    │   │   ├── 000839.jpg
    │   │   ├── 000840.jpg
    │   │   ├── 000841.jpg
    │   │   ├── 000842.jpg
    │   │   ├── 000843.jpg
    │   │   ├── 000844.jpg
    │   │   ├── 000845.jpg
    │   │   ├── 000846.jpg
    │   │   ├── 000847.jpg
    │   │   ├── 000848.jpg
    │   │   ├── 000849.jpg
    │   │   ├── 000850.jpg
    │   │   ├── 000851.jpg
    │   │   ├── 000852.jpg
    │   │   ├── 000853.jpg
    │   │   ├── 000854.jpg
    │   │   ├── 000855.jpg
    │   │   ├── 000856.jpg
    │   │   ├── 000857.jpg
    │   │   ├── 000858.jpg
    │   │   ├── 000859.jpg
    │   │   ├── 000860.jpg
    │   │   ├── 000861.jpg
    │   │   ├── 000862.jpg
    │   │   ├── 000863.jpg
    │   │   ├── 000864.jpg
    │   │   ├── 000865.jpg
    │   │   ├── 000866.jpg
    │   │   ├── 000867.jpg
    │   │   ├── 000868.jpg
    │   │   ├── 000869.jpg
    │   │   ├── 000870.jpg
    │   │   ├── 000871.jpg
    │   │   ├── 000872.jpg
    │   │   ├── 000873.jpg
    │   │   ├── 000874.jpg
    │   │   ├── 000875.jpg
    │   │   ├── 000876.jpg
    │   │   ├── 000877.jpg
    │   │   ├── 000878.jpg
    │   │   ├── 000879.jpg
    │   │   ├── 000880.jpg
    │   │   ├── 000881.jpg
    │   │   ├── 000882.jpg
    │   │   ├── 000883.jpg
    │   │   ├── 000884.jpg
    │   │   ├── 000885.jpg
    │   │   ├── 000886.jpg
    │   │   ├── 000887.jpg
    │   │   ├── 000888.jpg
    │   │   ├── 000889.jpg
    │   │   ├── 000890.jpg
    │   │   ├── 000891.jpg
    │   │   ├── 000892.jpg
    │   │   ├── 000893.jpg
    │   │   ├── 000894.jpg
    │   │   ├── 000895.jpg
    │   │   ├── 000896.jpg
    │   │   ├── 000897.jpg
    │   │   ├── 000898.jpg
    │   │   ├── 000899.jpg
    │   │   ├── 000900.jpg
    │   │   ├── 000901.jpg
    │   │   └── 00542.jpeg
    │   ├── index.html
    │   └── style.css
    ├── day8-sklearn-api
    │   └── README.md
    └── day9-anaconda
    │   └── README.md
├── resources.md
└── rules.md


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/r1-ml/day3-ml-coursera/images/README.md:
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1 | # **机器学习课程笔记图片**
2 | 
3 | 机器学习课程笔记图片，仅**html**和**markdown**文件需要。


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/r1-ml/day4-100-days-of-ml-code-cn/Other Docs/README.md:
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1 | 演示图片
2 | 


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/r1-ml/day4-100-days-of-ml-code-cn/datasets/readme.md:
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1 | ## 代码中使用的数据。
2 | 


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