This repository contains our work done as a part of Responsible Data Science course at Master in Data Science program at Ukrainian Catholic University.
In models directory you can find
- credit_scoring research notebook
- credit_scoring saved model
- gender_classification saved model
- gender_classification wrapped model, and example of usage
In interpretability directory you can find notebooks with usage of libraries
- Skater
- Shap
- Lime libraries on scoring_model, image_classification model
Latex report