anomaly.rst

Anomaly Models

Models which implment a .anomaly(X, y) and can be served under the model server /anomaly/prediction endpoint.

AnomalyDetectorBase

The base class for all other anomaly detector models

.. automodule:: gordo.machine.model.anomaly.base
    :members:
    :undoc-members:
    :show-inheritance:

DiffBasedAnomalyDetector

Calculates the absolute value prediction differences between y and yhat as well as the absolute difference error between both matrices via numpy.linalg.norm(..., axis=1)

.. automodule:: gordo.machine.model.anomaly.diff
    :members:
    :undoc-members:
    :show-inheritance: