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Artificial Intelligence @ ECE NTUA

Τεχνητή Νοημοσύνη @ HMMY ΕΜΠ

This repository contains my solutions for the exercises of the course of Artificial Intelligence of the National Technical University of Athens.

Exercise 1

In the first exercise i implement an A* algorithm with variable heuristics and I visualize its fronts.

Exercise 2

In the second exercise i create a simple movie recommender using python and prolog (prolog is used for the production of the queries).

Exercise 3

In the third exercise i use the digits of the MNIST dataset in order to compare different classification algorithms that i implement, such as the KNN, Naive Bayes and a Perceptron.