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  1. NLP-Genre-Classification NLP-Genre-Classification Public

    Creating a PyTorch LSTM and Transformer to classify movies by genre and visualizing the LSTM's reasoning process

    Jupyter Notebook

  2. College-Football-Comparisons College-Football-Comparisons Public

    An app that finds and compares statistically similar college football teams

    Python 1

  3. Analyzing-Weird-College-Football-Offenses Analyzing-Weird-College-Football-Offenses Public

    Analyzing the effects of experience on defensive performance against the option offense

    HTML 1

  4. Smoothing-Temperature-Data Smoothing-Temperature-Data Public

    Developing a novel technique to automatically smooth temperature data

  5. TCAV-Implementation TCAV-Implementation Public

    Implements TCAV (a model interpretation technique) using TensorFlow and discusses the method's strengths and weaknesses

    Jupyter Notebook

  6. ML-Algorithms-in-Python ML-Algorithms-in-Python Public

    Machine Learning classification and regression algorithms coded "from scratch": Neural Networks, KNN, Reinforcement, Decision Trees

    Python