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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.
SHAP for time series
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.
Actionable SHAP
The goal of this project is to use shapley values to find counterfactual explanations.
Self-explainable Neural Networks