James LeDoux

Building the Coffee Quality Institute Database

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Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

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Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression

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Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset

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A content-based recommender system for books using the Project Gutenberg text corpus

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A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy

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