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Deep Models

Public objects from aberrant.model.deep:

  • Autoencoder
  • OnlineAutoencoderEnsemble

Notes: - Autoencoder requires torch (aberrant[dl]). - OnlineAutoencoderEnsemble uses an online, phased warm-up (feature_map_warmup, detector_warmup, ready) and returns a continuous anomaly score. - KitNET remains a compatibility alias; this lightweight ensemble does not reproduce the author's normalized denoising-autoencoder implementation.