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Long Horizon Forecasting With Temporal Point Processes

This is the code produced as part of the paper Long Horizon Forecasting With Temporal Point Processes

"Long Horizon Forecasting With Temporal Point Processes" Prathamesh Deshpande, Kamlesh Marathe, Abir De, Sunita Sarawagi. WSDM 2021. arXiv:2101.02815

Packages needed

Specified in requirements.

Dataset Download

We have provided all the datasets used in our experiments here.

Please download the data/ folder add place it in the DualTPP directory.

Experiment execution

To run the code to reproduce the results, please use this script [ Under development, more datasets will be soon added to the script].

Output

All the outputs will be stored in the <output_dir> directory.

The numbers reported in Table 2 of the paper will be stored in output_dir/results_<dataset_name>.json and output_dir/results_<dataset_name>.txt files.

Parameters Description

Under Development

Contact

For any queries related to library versions, datasets, script, and results please contact us here:

Email: prathameshsdeshpande@gmail.com

Whatsapp: +91 9043751980