code

代码说明：

  0_Linear：线性回归练习 1_LogistRegression：逻辑回归练习 2_boston：波士顿房价预测 3_regularization：正则化 5_stock：股票价格预测 6_CTR：点击率预测 7_all_model：回归与分类模型 8_muticlass：多分类练习 9_regression_implement：不同回归算法tf实现(0_Linear. 1_LogistRegression. 2_boston. 3_regularization. 5_stock. 6_CTR. 7_all_model. 8_muticlass. 9_regression_implement.)

文件列表：

.vscode\database.json, 2 , 2018-01-25
0_Linear\0_LinearRegression.py, 1280 , 2018-08-19
0_Linear\linear_diabetes.py, 6258 , 2018-08-19
0_Linear\Linear_multifeature.py, 1492 , 2018-06-21
0_Linear\linear_regression.txt, 51 , 2018-06-22
0_Linear\python_糖尿病数据集_预测病情_线性回归_最小平方回归.png, 90969 , 2018-01-27
1_LogistRegression\0_DigitsLR.py, 504 , 2018-01-22
1_LogistRegression\1_3ClassRegresion.py, 1452 , 2018-06-21
1_LogistRegression\data.md, 351 , 2018-01-25
1_LogistRegression\digits_curve.py, 3653 , 2018-01-25
1_LogistRegression\view.py, 394 , 2018-08-16
2_boston\.vscode, 0 , 2018-01-11
2_boston\mlnd_boston_housing-master, 0 , 2019-02-18
2_boston\mlnd_boston_housing-master\.gitignore, 784 , 2017-09-30
2_boston\mlnd_boston_housing-master\.vscode, 0 , 2018-01-03
2_boston\mlnd_boston_housing-master\__pycache__, 0 , 2019-02-18
2_boston\mlnd_boston_housing-master\__pycache__\visuals.cpython-35.pyc, 3920 , 2018-06-23
2_boston\mlnd_boston_housing-master\1_boston_all.py, 5168 , 2018-01-06
2_boston\mlnd_boston_housing-master\2_boston_GBDT.py, 5037 , 2018-01-06
2_boston\mlnd_boston_housing-master\beijing1.py, 3135 , 2018-01-06
2_boston\mlnd_boston_housing-master\beijing2.py, 3151 , 2018-01-03
2_boston\mlnd_boston_housing-master\bj_housing.csv, 208916 , 2017-09-30
2_boston\mlnd_boston_housing-master\bj_housing2.csv, 218670 , 2017-09-30
2_boston\mlnd_boston_housing-master\boston.py, 4977 , 2018-06-23
2_boston\mlnd_boston_housing-master\boston_example.py, 4029 , 2018-06-23
2_boston\mlnd_boston_housing-master\data_clean.py, 1515 , 2018-01-05
2_boston\mlnd_boston_housing-master\dataset.md, 1144 , 2018-01-05
2_boston\mlnd_boston_housing-master\housing.csv, 12435 , 2017-09-30
2_boston\mlnd_boston_housing-master\loadboston_linear.py, 635 , 2018-01-05
2_boston\mlnd_boston_housing-master\README.md, 509 , 2018-01-25
2_boston\mlnd_boston_housing-master\requirements.txt, 167 , 2018-01-04
2_boston\mlnd_boston_housing-master\visuals.py, 4771 , 2018-01-03
3_regularization\1_L1_Sparsity_LR.py, 2691 , 2018-01-28
3_regularization\LR_regression.txt, 94 , 2018-06-22
5_stock\goog.csv, 922 , 2018-01-02
5_stock\linear.py, 1762 , 2018-06-21
5_stock\Plots, 0 , 2019-02-18
5_stock\Plots\linear.png, 32409 , 2018-01-02
5_stock\Plots\svr.png, 44774 , 2018-01-02
5_stock\README.md, 228 , 2018-01-24
6_CTR\.vscode, 0 , 2018-03-26
6_CTR\Click-Through Rate Prediction.ipynb, 573704 , 2017-11-30
6_CTR\Click-Through%2BRate%2BPrediction.py, 15985 , 2018-08-19
6_CTR\dataset_intro.pdf, 340776 , 2018-04-25
6_CTR\dump_data.py, 918 , 2017-11-30
6_CTR\requirements.txt, 6 , 2018-03-26
6_CTR\数据集下载.md, 126 , 2017-11-30
7_all_model\4_ParamOptimization.py, 948 , 2017-11-17
7_all_model\class.py, 4519 , 2018-05-04
7_all_model\regression.py, 1431 , 2018-08-16
7_all_model\regression.txt, 166 , 2018-06-22
7_all_model\time_compare.py, 148 , 2018-05-05
8_muticlass\plot_roc.py, 4079 , 2018-08-16
9_regression_implement\4_SGD, 0 , 2019-03-02
9_regression_implement\4_SGD\0_SGD_refined.py, 3374 , 2019-03-02
9_regression_implement\4_SGD\1_BatchGD.py, 2080 , 2018-08-19
9_regression_implement\4_SGD\sgd.txt, 59 , 2018-06-22
9_regression_implement\elastic_net.py, 3016 , 2018-06-22
9_regression_implement\elastic_net.txt, 106 , 2018-06-22
9_regression_implement\linear_regression, 0 , 2019-02-18
9_regression_implement\linear_regression\data.py, 471 , 2018-06-04
9_regression_implement\linear_regression\linear_regerssion.py, 1472 , 2018-08-19
9_regression_implement\linear_regression\linear_regression.txt, 0 , 2018-06-22
9_regression_implement\logist_regression.py, 1742 , 2018-06-06
9_regression_implement\ridge_regression.py, 2559 , 2018-06-04