DiogenesAnalytics / autoencoder

Python library implementing various autoencoders.
https://colab.research.google.com/github/DiogenesAnalytics/autoencoder/blob/master/notebooks/demo/anomaly_detection.ipynb
MIT License
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Feature: Threshold Calculation #24

Closed DiogenesAnalytics closed 10 months ago

DiogenesAnalytics commented 10 months ago

Problem

One of the applications of autoencoders is anomaly detection. Currently there is no code to help with the process of measuring the threshold of the anomaly error (where the anomaly begins and where the normal error ends).

Solution

Write some utility functions to help calculate the reconstruction error as well as the threshold.

References

DiogenesAnalytics commented 10 months ago

Implemented with: c0b983ad25bdc393f7e1f421f58a11e571b60bbe