FAIKR Module 3 Project

This repo is for the project of the exam of Fundamendals of AI and Knowledge Representation Module 3 from UNIBO.

Content

Files
- BuildingBayesianNetwork.ipynb: this file contains the implementation of the TPDA algorithm, all the benchmarks and the plots.
- BuildingBayesianNetwork.py: in this file I implemented all the procedures useful for the TPDA algorithm in order to make the notebook more readable.
- synthetic_data.py: simple python script to generate a dataset by sampling a Bayesian network.
Folders:
- data: contains the original data used for the experiments. For the source referer to the report.
- plots: contains the resulting plots.
- results: contains the results in JSON format.