Visual web app to define & run inference on Bayesian networks with heatmap outputs

Build probabilistic model for AND dataset using pgmpy

This repository contains a refactored version of the CS50AI lecture source code, updated to work with modern and compatible libraries. If you’ve encountered issues running the original code due to outdated or broken dependencies, this should help you get back on track!

Heart Disease Risk Assessment using Bayesian Networks

API for explaining pgm

This repository implements Linear Gaussian Bayesian Network (LGBN) for mortgage approval decisions using pgmpy, featuring 27-node architecture with synthetic data and stress-testing.

Project involves the application of bayesian inference using python pgmpy library. The python script modelled the bayes net and obtained some probabilities based on the model.

Homework from Artiffical Intelligence. The goal of the homework was to inference class of terrain, based on data given by lecturer.

A code made for Artificial Intelligence classes to estimate the probability of the robot's localization.

A focused exploration of uncertainty handling in AI through Bayesian networks, featuring probabilistic reasoning implementations for e-commerce purchase prediction with practical Python examples using pgmpy, NumPy, and SciPy.

Forward Sampling-Conversion of BN

DiaCausal: AI-driven causal analysis of diabetes risk factors.