Feature: Load/Save Reconstruction Error/Threshold Information

[DiogenesAnalytics]

Problem

Sometimes you may want to save/load autoencoder evaluation data from previous instances. For example maybe you want to use the threshold calculated from the train/val dataset as the threshold on a completely new test dataset. This would allow you to see where the new test dataset reconstruction error distribution would tend to appear relative to the train/val dataset threshold (i.e. how "anomalous" this new test dataset actually is.

Solution

Possible API for this:

• load_threshold
• save_threshold
• load_errors
• save_errors

[DiogenesAnalytics]

Implemented with: 25e3582be230b29096a57de343db46274904b72c