Programming Assignment I

Select one of the assignments below. Assignments marked with can be extended as a continution in Programming Assgnment II. Projects marked with can be (with some additional work and depending on the results) published as scientific papers.

Main goal of the project is to take the code: https://github.com/sbobek/WindowSHAP/tree/main And add possibility of adding dynamic windows using ruptures point-detection algorithm.

The goal of this project is to use shapley values to find counterfactual explanations.

The goal of this project is to reproduce results from Exploring Multi-Task Learning for Explainability

The goal of this work is to test how LUX works on the Mushroom daatset.

• Dataset: Download
• Example preprocessing: Colab Notebook

The goal of this project is to calculate various XAI models for affective prediciton models

• Start with the model: Colab model for LSTMConv1 models

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