added model testing notebook

AICoE / prometheus-anomaly-detector

A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)

GNU General Public License v3.0

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added model testing notebook #25

Closed MichaelClifford closed 5 years ago

MichaelClifford commented 5 years ago

Added a folder notebooks and one notebook that outlines a POC method for testing how well a model detects anomalies in prometheus metrics by simulating multiple training/ testing runs of a prophet model and evaluating the true positive rate.

MichaelClifford commented 5 years ago

If the notebook does not render in github, please use this link: https://nbviewer.jupyter.org/github/MichaelClifford/prometheus-anomaly-detector-2/blob/model_tester/notebooks/prometheus_anomaly_detection_test.ipynb

durandom commented 5 years ago

Oh, the nbviewer on jupyter.org is nice...