-------------------------- Prerequisites ------------------------------
- numpy
- pandas
- sklearn
- seaborn
- statsmodels
- tbats
- xgboost
- tqdm These can be easily installed with pip, something like pip install -U numpy pandas sklearn seaborn statsmodels tbats xgboost tqdm or if you already have the common ones pip install -U tbats xgboost tqdm
-------------------------- File Structure -----------------------------
- All the code is written in demand-forecast.ipynb
- A python script demand-forecast.py is also included if you want to run it with command
- The folder 'backup' saves all prediction, so we don't need to rerun it every time. If you want to rerun any part, simply delete the corresponding saved file.