Programming Assignment II
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 on OPTUNA
The goal is to run hyperparameter optimization algorithm such as optuna, collect results from it and use SHAP to try to explain the impact of different hyperparameters on the quality of the optimization process
PPCF Counterfactual explainer evaluation
The goal is to take: https://github.com/ofurman/counterfactuals/tree/main and evaluate it on more examples
Multi-modal explanations
The goal is to use LLAVA/Molmo/NVLM/LLama/VALE to build explanations for image classification.
Xai and GenAI
The goal is to use for instance Diffusers-Interpret to generate explanations for generative AI (images, other team text)