Base on coursera's PGM (Probabilistic Graphical Models) series by Dr. Daphne Koller, I have migrated some of the exercises to Python. This is due to the difficulty I personally had at following up the ...

Probabilistic Graphical Models(PGM) are a very solid way of representing joint probability distributions on a set of random variables. It allows users to do inferences in a computationally efficient ...

This repository contains Python skeleton for programming assignments of Coursera course "Probabilistic Graphical Models" by Daphne Koller. All the assignments from part A, B and C have been ported.

Modelling and simulation is an integral part of Systems Engineering. Models represent the key characteristics or behaviour/functions of the selected physical or abstract systems. Simulation is the ...