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gale-shapley-multilayer icon gale-shapley-multilayer

This respository contains an extension to the Gale-Shapley algorithm. The extension was presented in the paper "Safety, Stability, and Efficiency of Taxi Rides" authored by Martin Aleksandrov and Tobias Labarta, and accepted for publication at the 22nd EPIA Conference on Artificial Intelligence, 5-8 September 2023, Horta, Portugal.

helpfulnessofxai icon helpfulnessofxai

This repository contains the code to generate the questionnaire that was conducted for the sake of our paper *Geißler et al.: Study on the Helpfulness of Explainable Artificial Intelligence (2022)* as well as the scripts for the analysis of the gathered survey results.

manimml icon manimml

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

xai-methods icon xai-methods

This repository is a hands-on example where I experiment with different xai methods in order to gain a deeper understanding.

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