Modelling decentralized swarms with the Free Energy Principle. A dissertation project, for the degree of MSc Intelligent and Adaptive Systems at the University of Sussex.
2020-09-15
Identifying colour matrices in noisy, distorted images, using traditional image processing techniques.
2020-05-01
This website is made from scratch using GatsbyJS, a React framework!
2020-10-17
Investigating the effects of different crossover operators and hyperparameters in genetics algorithm, on a simple global optimization task.
2020-01-17
Using principle components analysis to visualize underlying clusters within a given dataset, as part of data exploration. Insights gained were used to create classification model based on clustering.
2020-05-20
Comparison of hill climbing and gradient ascent for simple global optimization problems.
2019-11-22
Visualizing the performance landscape for a map-reduce function, when varying mapper-reducer process count.
2019-12-13
Violin plots comparing classification accuracy of Naive Bayes classifier, when trained using data from different domains.
2020-01-20
Comparing the behavior of a Gillespie simulation with a meanfield approximation of a dynamical system.
2020-01-08