Table of Contents

Programming Assignment II

Select one of the assignments below. Projects marked with can be (with some additional work and depending on the results) published as scientific papers.

Counterfactuals

Implement and evaluate two selected CF methods with three selected CF evaluation metric.

Evaluation metrics

Implement teo selected evaluation metrics as a part of InXAI and compare two selected XAI algorithms with these metrics.

GradCAM

Demonstrate how GradCAM works for time-series data. Use two datasets from: TS Classification