Unsupervised Finding of Anomalous Periodic Time Series using Gaussian Processes

MSc project Department of Computer Science, University of Bristol

StarLightCurves data files

MALLAT data files

train*.ipynb: training stage for HGPAD

plot*.ipynb: plot and evaluation

known_anomalies_test*.ipynb: known anomalies detection