Accepted to CIKM 2025

Welcome to the official codebase of PromptTSS, providing the implementation for our CIKM 2025 paper on interactive multi-granularity time series segmentation.

1. Install Python 3.10, and use requirements.txt to install the dependencies

   pip install -r requirements.txt
   

2. To execute the script with configuration settings passed via argparse, use:

   python main.py --...
   

   Alternatively, if you prefer to use locally defined parameters to overwrite args for faster experimentation iterations, run:

   python main.py --overwrite_args
   

If you have any questions or suggestions, please reach out to Ching Chang at [email protected], or raise them in the 'Issues' section.

This library was built upon the following repositories:

• TimeDRL: https://github.com/blacksnail789521/TimeDRL