ml-competition-template-titanic

• Kaggle Titanic example of my own, inspired by flowlight0’s repo.
• You can get the score = 0.76555 at the version of 2018-12-28.
• Japanese article can be seen here.

Structures

.
├── configs
│   └── default.json
├── data
│   ├── input
│   │   ├── sample_submission.csv
│   │   ├── train.csv
│   │   └── test.csv
│   └── output
├── features
│   ├── __init__.py
│   ├── base.py
│   └── create.py
├── logs
│   └── logger.py
├── models
│   └── lgbm.py
├── notebooks
│   └── eda.ipynb
├── scripts
│   └── convert_to_feather.py
├── utils
│   └── __init__.py
├── .gitignore
├── .pylintrc
├── LICENSE
├── README.md
├── run.py
└── tox.ini

Commands

Change data to feather format

python scripts/convert_to_feather.py

Create features

python features/create.py

Run LightGBM

python run.py

flake8

flake8 .