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Attentive Neural Point Processes for Event Forecasting (AAAI 2021)

ANPP:

ANPP_code is the code for the paper "Attentive Neural Point Processes for Event Forecasting", which is published in AAAI 2021.

The proposed framework

Requirements

python==2.7

tensorflow==1.12

Datasets:

ANPP_data contains the dataset used in the paper: Hawkes, Financial, MIMIC, Amzon(Beauty), Amazon(Clothes).

Usage

sh run.sh

Please select the dataset by modifying the dataset_run field in ANPP_code/Config.py.

Citation:

Please cite the following paper if you use the code or dataset in any way.

@inproceedings{gu2021anpp,
  title={Attentive Neural Point Processes for Event Forecasting},
  author={Gu, Yulong},
  booktitle={AAAI'21},
  year={2021}
}