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1. mikit-learn mikit-learn Public

   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 g…

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2. black-jack-black-belt black-jack-black-belt Public

   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 st…

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3. Bradley-Terry-model Bradley-Terry-model Public

   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 …

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4. Frogs Frogs Public

   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. F…

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5. MyMC3 MyMC3 Public

   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.

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6. AWS-ViT AWS-ViT Public

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

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