Competition to forecast sales for each department in each store based on past sales data. I start with an xgbBoost model, and then extract seasonality using fbprophet, before ensembling the two techniques together.
The code is functionalised, so comment/uncomment main function calls as desired. For fitting, all but the initial function must be called in order. For eda, just the first function should be called.
- George Roberts