kperry2215 / unsupervised_anomaly_detection_time_series

This script pulls the gasoline price time series (from the EIA), and performs unsupervised time series anomaly detection using a variety of techniques. Techniques include SESD algorithm, One Class SVM, Isolation Forests, and low pass filter.
12Updated 5 years ago

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