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  1. knowledge_graphs_coursework knowledge_graphs_coursework Public

    Worked on creating triples for an ontology, equivalence mapping 2 ontologies and running OWL2Vec

    Jupyter Notebook

  2. machine_learning_coursework machine_learning_coursework Public

    Predicting song popularity through Logistic Regression and Random Forests implemented though MATLAB

    MATLAB

  3. natural_language_coursework natural_language_coursework Public

    Assessing the impact of different pre-processing techniques for classifying the sentiment of movie reviews

    Jupyter Notebook

  4. neural_networks_coursework neural_networks_coursework Public

    A comparison of MLPs and SVMs (using python) for the binary classification of heart disease

    Jupyter Notebook

  5. visual_analytics_coursework visual_analytics_coursework Public

    A visual analysis (using python) of Gross Domestic Product (GDP) for the years 2000 to 2022

    Jupyter Notebook

  6. math_word_problems_llms_thesis math_word_problems_llms_thesis Public

    Attempting to understand the reasoning ability of small, quantized language models through simple word problems

    Jupyter Notebook