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  • šŸ‘‹ Hi, Iā€™m @mattbarrett98
  • šŸŒ± Masters project on the Bradley-Terry model

Matt Barrett's Projects

aws-vit icon aws-vit

Implementing a vision transformer on the CIFAR-10 dataset using AWS.

black-jack-black-belt icon black-jack-black-belt

Using reinforcement learning to find the optimal strategy in Blackjack. We also look at how we can use card counting to improve strategy and make favourable bets. The results showing the optimal strategy and simulations demonstrating profitability are shown in a tableau dashboard. Link to original dashboard: https://public.tableau.com/app/profile/matthew7441/viz/BlackbeltinBlackjack/Blackjackblackbelt

bradley-terry-model icon bradley-terry-model

Masters project predicting the outcomes of football matches in the premier league using statistical modelling. The model correctly predicts the outcome of 62% of matches in the 2016/17 season. The report and poster explaining all methods and findings have been written up using LaTeX.

frogs icon frogs

Using statistical analysis to provide insights about some experimental data. The experiments investigate how the size of a frog affects its probability of being successfully hunted by a predator. Findings are professionally reported using LaTeX.

ivy icon ivy

The Unified AI Framework

mikit-learn icon mikit-learn

Coding a variety of classification algorithms from scratch, including a convolutional neural network. We also show the results from libraries scikit learn and TensorFlow, with our implementations giving similar results in all cases.

mymc3 icon mymc3

Using the Hamiltonian Monte Carlo algorithm, and a visualisation of how the algorithm works. 'MyMC3' - HMC is the main algorithm used in Bayesian statistical package PyMC3.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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