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In this repo, I apply various statistical methods (Bayesian) and neural networks in Python(Jupyter Notebook) to analyze and examine relevant topics within computational linguistics. This was part of a 400-level seminar designed for us to engage in interdisciplinary methods to investigate linguistic phenomena.