yzhao062/pyod

Cannot save AutoEncoder

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#256 opened on 2020年12月6日

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説明

The official instructions say to use joblib for pickling PyOD models.

This fails for AutoEncoders, or any other TensorFlow-backed model as far as I can tell. The error is:

>>> dump(model, 'model.joblib')
...
TypeError: can't pickle _thread.RLock objects

Note that it's not sufficient to save the underlying Keras Sequential model, since I need the methods & variables of BaseDetector (like .decision_scores_ or .decision_function().

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