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1. computational_linear_algebra computational_linear_algebra Public

   An implementation of a range of computation linear algebra

   Python

2. data-science data-science Public

   An implementation of key algorithms and ideas used in modern data science

   Jupyter Notebook

3. mathematics_of_machine_learning mathematics_of_machine_learning Public

   A collection of implementations covering the key principles of modern machine learning with a focus on their mathematical underpinnings

   Jupyter Notebook

4. dynamics-of-learning dynamics-of-learning Public

   A 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 3

5. monte-carlo-simulation-of-phase-transitions monte-carlo-simulation-of-phase-transitions Public

   A modelling project using Monte Carlo methods to model the behavior of a phase transition and make conclusions about the underlying thermodynamics.

   Python

6. modelling-a-bacteria-colony modelling-a-bacteria-colony Public

   Modelling 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