pyagrum

This repository contains my coursework project for ECS7005P - Risk and Decision-Making for Data Science and AI. It applies probabilistic models, Bayesian networks, and decision analysis using Python and PyAgrum to evaluate risk and optimise decision-making under uncertainty.

This website uses a Bayesian Network to diagnose people with obesity and see what would have happened if they made different lifestyle choices

Message Propagation in Bayesian Networks. A practice project analyzing belief propagation algorithms in both singly and multiply connected probabilistic graphical models using Python and pyAgrum.

Fundamentals of Biometric Systems Design Assignments

This repository contains the project I did as a part of the coursework for the module Risk and Decision-Making for Data Science and AI.

A socially interactive recommendation system for the Pepper robot in qiBullet. The agent detects a nearby user, starts a short preference dialogue, converts natural answers into structured evidence, reasons over event categories with a pyAgrum Bayesian network, and presents personalized social event recommendations through speech and gestures