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computational_linear_algebra
computational_linear_algebra PublicAn implementation of a range of computation linear algebra
Python
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data-science
data-science PublicAn implementation of key algorithms and ideas used in modern data science
Jupyter Notebook
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mathematics_of_machine_learning
mathematics_of_machine_learning PublicA collection of implementations covering the key principles of modern machine learning with a focus on their mathematical underpinnings
Jupyter Notebook
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dynamics-of-learning
dynamics-of-learning PublicA collection of scripts implementing key games from game theory, Q-learning and reinforcement learning and an in depth investigation of the colonel blotto game with regret minimisation
Python 2
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monte-carlo-simulation-of-phase-transitions
monte-carlo-simulation-of-phase-transitions PublicA modelling project using Monte Carlo methods to model the behavior of a phase transition and make conclusions about the underlying thermodynamics.
Python
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modelling-a-bacteria-colony
modelling-a-bacteria-colony PublicModelling the behaviour of a bacteria colony and the subsequent effect of introducing a "trapping coating" on the bacteria population, using an object oriented approach
Python
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