/FAIKR_M3

FAIRK_M3 contains the mini-project developed for the Module 3 of the course "Fundamentals of Artificial Intelligence and Knowledge Representation" in the university of Bologna.

Primary LanguageJupyter Notebook

Transport Network

Authors

  • Álvaro Esteban Muñoz
  • Luca Trambaiollo

Usage

The project can be tryed out by simply executing the notebook on it.

Description of the project

To build the model we were inspired by the structure presented in the textbook "Bayesian Networks: With Examples in R" by Marco Scutari 2015. We decide to add some new variables in order to perform some interesting queries and to test the performance when subjected to different amounts of data.

Some remarks

It is highly suggested to read the report in order to understand the purposes of the project and the experiments performed on it.

The project was developed using the pgmpy library for python.

This project was developed as part of the course in Fundamentals of Artificial Intelligence and Knowledge Representation in the University of Bologna.