computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks

Outlier detection for categorical data

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

conditional probability density functional theory with examples

A computational model simulating human-robot interaction.

probability_based_game_simulation

Simple sentiment analyzer that classifies tweets as either positive or negative.

PageRank Algorithm

A simple example on how to analyze a text in python and generate your own text using bigrams

Conditional probability for the RTBM.

Assigments done as part of coursework

An Artificial Intelligence (CS485) lab based on a conditional probability exercise in fall 2023.