Bike_Rental_Kaggle

• "Exploratory.ipynb": graphical notebook to explore the main features of the dataset;
• "Train.ipynb": main notebook, in which all the feature engineering, model tuning, and prediction is included;
• "utils.py": a file including the utilities functions developed for the task;
• "xgb_lgb.csv": the solution produced in the kaggle format.

Variable Importance Plots

• They have been produced in html via Plotly, please clone the repository and open the html files to see them. They unfortunately cannot be displayed in the notebook on github
• Alternatively, please visit:
  • https://plot.ly/~LeonardoPetrini/1 (casual)
  • https://plot.ly/~LeonardoPetrini/3 (registered)