next-basket-prediction

Next Basket Prediction using transactional data, based on [1].

[1] A Dynamic Recurrent Model for Next Basket Recommendation

Raw data

The data used for prediction is the public anonymized transactional data from Raiffeisenbank. It is stored in the archive data/raw/raiffeisen_data_anonymized.csv.zip.

Further pipeline

All procedures are executed in the corresponding jupyter-notebooks (directory pipeline/) in the order suggested by their corresponding names (i.e. pipeline/1_data-preprocessing.ipynb).