├── LICENSE ├── README.md ├── python_basic ├── python_basic_1.ipynb ├── python_basic_2.ipynb ├── python_basic_3.ipynb └── python_basic_4.ipynb ├── section_2 ├── 01_pandas_basic.ipynb ├── 02_titanic_random_forest.ipynb └── 03_exercise.ipynb ├── section_3 ├── 01_feature_engineering.ipynb ├── 02_hyperparameter.ipynb ├── 03_cross_validation.ipynb └── 04_exercise.ipynb └── section_4 ├── 01_tabular_playground_series.ipynb └── 02_automl_houseprices.ipynb /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/README.md -------------------------------------------------------------------------------- /python_basic/python_basic_1.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/python_basic/python_basic_1.ipynb -------------------------------------------------------------------------------- /python_basic/python_basic_2.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/python_basic/python_basic_2.ipynb -------------------------------------------------------------------------------- /python_basic/python_basic_3.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/python_basic/python_basic_3.ipynb -------------------------------------------------------------------------------- /python_basic/python_basic_4.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/python_basic/python_basic_4.ipynb -------------------------------------------------------------------------------- /section_2/01_pandas_basic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_2/01_pandas_basic.ipynb -------------------------------------------------------------------------------- /section_2/02_titanic_random_forest.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_2/02_titanic_random_forest.ipynb -------------------------------------------------------------------------------- /section_2/03_exercise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_2/03_exercise.ipynb -------------------------------------------------------------------------------- /section_3/01_feature_engineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_3/01_feature_engineering.ipynb -------------------------------------------------------------------------------- /section_3/02_hyperparameter.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_3/02_hyperparameter.ipynb -------------------------------------------------------------------------------- /section_3/03_cross_validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_3/03_cross_validation.ipynb -------------------------------------------------------------------------------- /section_3/04_exercise.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_3/04_exercise.ipynb -------------------------------------------------------------------------------- /section_4/01_tabular_playground_series.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_4/01_tabular_playground_series.ipynb -------------------------------------------------------------------------------- /section_4/02_automl_houseprices.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yukinaga/minnano_kaggle/HEAD/section_4/02_automl_houseprices.ipynb --------------------------------------------------------------------------------