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Applying Time Series Regression to Ocean Gauge Data

Collaborators: Randall Leveque, Donsub Rim, Robert Baraldi

Using support vector regression and tsfresh, a feature extraction library, to predict maximum surface elevation of the ocean during a tsunami event in the Puget Sound.

The "Nankai" subdirectory contains scripts for training and testing a model with a similar approach but instead on data from the Nankai Trough

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