├── .idea └── workspace.xml ├── .ipynb_checkpoints ├── DT-checkpoint.ipynb └── KNN-checkpoint.ipynb ├── DT.ipynb ├── DT ├── DT.py └── __init__.py ├── Data └── boston_house_prices.csv ├── KNN.ipynb ├── KNN ├── KNN.py ├── __init__.py ├── iris.csv └── wine_data.csv ├── NBM.ipynb ├── NBM ├── NBM.py └── __init__.py ├── README.md └── Utils ├── Data_Norm.py ├── Data_Reader.py ├── Distance.py └── __init__.py /.idea/workspace.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/.idea/workspace.xml -------------------------------------------------------------------------------- /.ipynb_checkpoints/DT-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/.ipynb_checkpoints/DT-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/KNN-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/.ipynb_checkpoints/KNN-checkpoint.ipynb -------------------------------------------------------------------------------- /DT.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/DT.ipynb -------------------------------------------------------------------------------- /DT/DT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/DT/DT.py -------------------------------------------------------------------------------- /DT/__init__.py: -------------------------------------------------------------------------------- 1 | # -*- coding: utf-8 -*- 2 | # @Author : LG 3 | 4 | from DT.DT import decision_tree -------------------------------------------------------------------------------- /Data/boston_house_prices.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/Data/boston_house_prices.csv -------------------------------------------------------------------------------- /KNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/KNN.ipynb -------------------------------------------------------------------------------- /KNN/KNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/KNN/KNN.py -------------------------------------------------------------------------------- /KNN/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/KNN/__init__.py -------------------------------------------------------------------------------- /KNN/iris.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/KNN/iris.csv -------------------------------------------------------------------------------- /KNN/wine_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/KNN/wine_data.csv -------------------------------------------------------------------------------- /NBM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/NBM.ipynb -------------------------------------------------------------------------------- /NBM/NBM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/NBM/NBM.py -------------------------------------------------------------------------------- /NBM/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/NBM/__init__.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/README.md -------------------------------------------------------------------------------- /Utils/Data_Norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/Utils/Data_Norm.py -------------------------------------------------------------------------------- /Utils/Data_Reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/Utils/Data_Reader.py -------------------------------------------------------------------------------- /Utils/Distance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/Utils/Distance.py -------------------------------------------------------------------------------- /Utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yatengLG/Machine-Learning/HEAD/Utils/__init__.py --------------------------------------------------------------------------------