Counterfactual Explanation for Time Series Data via Learned Saliency Maps

This is the repository for our paper titled "CELS: Counterfactual Explanation for Time Series Data via Learned Saliency Maps". This paper has been accepted at the 2023 IEEE International Conference on Big Data (Big Data).

Approach

Prerequisites and Instructions

All python packages needed are listed in pip-requirements.txt file and can be installed simply using the pip command.

Data

The data used in this project comes from the UCR archive.