DualTPP
Code for "Long Horizon Forecasting With Temporal Point Processes", WSDM 2021
Install / Use
npx skills add pratham16cse/DualTPPInstalls into whichever agent you are using.
README
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
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