/anomaly-detection-libs

Simple libraries for anomaly (outlier) detection

Primary LanguagePython

Unsupervised anomaly detection libs

CircleCI

Available algorithms:

  • kNN
  • kthNN
  • LOF (is available in scikit-learn package)
  • COF
  • INFLO
  • LoOP
  • LOCI
  • aLOCI
  • CBLOF
  • uCBLOF
  • LDCOF
  • CMGOS
  • HBOS
  • rPCA
  • CMGOS
  • One-class SVM (is available in scikit-learn package)

@author Iskandar Sitdikov