PyTorch-DAGMM

July 16, 2020 ยท View on GitHub

This is my Minimal PyTorch implementation for Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection (DAGMM, ICLR 2018)

Results

This implementation achieves similar results as the original paper.

KDD99Cup:

PrecisionRecallF1-score
Paper0.92970.94420.9369
This Implementation0.95610.93060.9432