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MLB-Pitch-SVM
MLB-Pitch-SVM PublicEach type of pitch has a different movement profile in two dimensions, as well as a general velocity range. Can we use these three features to classify pitch types with a support vector machine?
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Grateful-Dead-Setlist-Classifier
Grateful-Dead-Setlist-Classifier PublicThe Grateful Dead famously never repeated a setlist. Can a Naive Bayes model correctly determine what year a random setlist was performed?
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Ozone-Arima
Ozone-Arima PublicOzone levels in Denver follow a rough seasonal cycle. This time-series model implementation seeks to forecast future ozone levels in Denver. Data courtesy of Airnow.gov via API.
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Blackjack-QLearning
Blackjack-QLearning PublicThis project illustrates the basics of Q-Learning utilizing the "Blackjack-v0" environment in the gym package and a simple agent referencing a Q Table.
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