Optimizing Mind static website v1
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Updated
Oct 4, 2018 - HTML
Optimizing Mind static website v1
Implementing text classification algorithms using the 20 newsgroups datasets, with python
BKT parameter visualization with hot air balloons
Visualizing the Knowledge Components and Areas of Bayesian Knowledge Tracing
A natural language processing and machine learning project that predicts spam messages and explains how it does so
Helpfulness of Amazon Digital Video Game Reviews: An Application of SHAP on NLP
A data science summer project with James Bond movies data.
Code of experiments implemented in the paper "Explainability of Predictive Process Monitoring results: Techniques, Experiments and Lessons Learned", comparing XAI methods at different granularities (global/local) with different settings on predictive process monitoring outcomes using process mining event logs
In this article, the factors affecting BERT's transferability is explained through visualizations
Generating global explanations from local ones
This repository contains the code of a website to label the commentary for Reinforcement Learning decisions in Pong and Maze environment.
We aim to analyze and comment on the psychological impact that the pandemic of COVID-19 has had on the world. Using Explainable AI, we extract the importance of factors contributing to stress and give an overview of what a country needs to improve on, to better handle its next pandemic.
A scoring system for explainability
In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.
Explaining Bayesian Knowledge Tracing using American Sign Language
Repository for "Endogenous Macrodynamics in Algorithmic Recourse" (Altmeyer et al., 2023)
Explainable AI for Healthcare
📈 [CHI 2023] Results of the statistical analysis applied to the UTA11 guide.
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