- overview.ipynb: includes concise introduction of preprocessing data, performing feature engineering and modeling.
- eda_v1.ipynb: contains preprocessing details and first try.
- variables.txt: contains useful variables.
- random_forest_tune.py -> rf.csv
- gbm_tune.py -> gbm.csv
Each of them contains 50 trials, and search spaces are included in the overview.ipynb