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Jonathan Harper's Projects

classifying-breast-cancer icon classifying-breast-cancer

Classifying breast cancer using supervised machine learning techniques (logistic regression and k-nearest neighbours)

exploring-genetic-algorithms icon exploring-genetic-algorithms

Creation of a simple genetic algorithm in order to find the phrase "methinks it is like a weasel", with and without the use of crossover

java-rmi icon java-rmi

A distributed notification framework using Java RMI

k-shortest-paths-with-fairness icon k-shortest-paths-with-fairness

A novel modification to existing k-shortest path algorithms which re-routes drivers with regard to reducing average travel time whilst maintaining fairness

recommended-songs icon recommended-songs

Recommending songs based on their metadata score along with their similarity

recommender-system icon recommender-system

Using collaborative filtering to predict unseen ratings based on relevant neighbours.

snake-maths icon snake-maths

Iteration of the popular game Snake, with a mathematical educational twist

univestment icon univestment

Identifying student let property investment opportunities.

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