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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