├── 01_AutoML └── Analyze_Titanic_Data.ipynb ├── 02_auto-sklearn └── auto_sklearn_Titanic.ipynb ├── 03_TPOT └── TPOT_Titanic.ipynb ├── 04_AutoGluon ├── AutoGluon_MNIST.ipynb └── AutoGluon_Titanic.ipynb ├── 05_H2O ├── H2O_Flow_titanic.flow └── H2O_Titanic.ipynb ├── 06_PyCaret ├── PyCaret_Titanic.ipynb └── PyCaret_Titanic_improved.ipynb ├── 07_AutoKeras ├── AutoKeras_MNIST.ipynb └── AutoKeras_Titanic.ipynb ├── 08_Ludwig ├── Ludwig_Livedoor.ipynb └── Ludwig_Titanic.ipynb ├── 09_NNI ├── NNI_Titanic.ipynb └── files │ ├── config.yml │ ├── nni_xgb.py │ └── search_space.json ├── 10_Model Search ├── Model_Search_Titanic.ipynb └── Model_Search_apple2orange.ipynb ├── 11_Summary └── All_Minimum_Titanic.ipynb ├── LICENSE ├── README.md ├── logos.png ├── open_notebook.png └── titanic.zip /01_AutoML/Analyze_Titanic_Data.ipynb: -------------------------------------------------------------------------------- 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