Bayesian networks for the diagnosis of psychiatric diseases

The repository contains the project realized for the FAIKR - Mod. 3 course of the Master's degree in Artificial Intelligence, at Alma Mater Studiorum, University of Bologna.

The projects is realized by:

• Alex Costanzino (arcanoXIII), [email protected];
• Xiaowei Wen (WenXiaowei), [email protected].

Contents

• BN_psychiatric-diseases.ipynb is the main notebook;
• report.pdf is the report file.
• network.png the structure of the network:

Main libraries

• pgmpy 0.1.13;
• NetworkX 2.5;
• Numpy 1.20.0;
• matplotlib 3.4.2;

Further details can be found in the report.

License

This project is licensed under the MIT License - see the LICENSE file for further details.