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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Refactor: Implementing AnomalyDetector #28

Closed DiogenesAnalytics closed 10 months ago

DiogenesAnalytics commented 10 months ago

Problem

Currently the autoencoder.data.evaluate.AutoencoderEvaluator class is being used to "evaluate" the autoencoder's reconstruction error on a dataset. But this is simply a precursor to "anomaly detection".

Solution

Need to start looking at refactoring the AutoencoderEvaluator into the AnomalyDetector class ...

DiogenesAnalytics commented 10 months ago

Implemented with: 1859b9b4fcb2a90574d90098648cb1ceb368e28d