The code provided in this repository can be readily used to perform the following predictive tasks:

• Prediction of the next type of activity to be executed in a running process instance
• Prediction of the timestamp of the next type of activity to be executed
• Prediction of the continuation of a running instance, i.e. its suffix
• Prediction of the remaining cycle time of an instance

@inproceedings{Tax2017,
  title={Predictive business process monitoring with {LSTM} neural networks},
  author={Tax, Niek and Verenich, Ilya and La Rosa, Marcello and Dumas, Marlon},
  booktitle={Proceedings of the 29th International Conference on Advanced Information Systems Engineering},
  year={2017},
  pages={477--492},
  publisher={Springer}
}