/DAGMM

Primary LanguageJupyter Notebook

DAGMM

DEEP AUTOENCODING GAUSSIAN MIXTURE MODEL FOR UNSUPERVISED ANOMALY DETECTION link

Unofficial DAGMM Implementation

  • DAGMM Structure

  • Dataset

    • KDDCUP

  • Dimensionality Reduction + Reconstruction error

  • Result
Precision Recall F1-Score ROC-AUC
0.8427 0.9306 0.9432 99.11

References

  • Pytorch- DAGMM link