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anomaly-detection-libs's Introduction

Unsupervised anomaly detection libs

Available algorithms:

  • kNN
  • kthNN
  • LOF
  • COF
  • INFLO
  • LoOP
  • LOCI
  • aLOCI
  • CBLOF
  • uCBLOF
  • LDCOF
  • CMGOS
  • HBOS
  • rPCA
  • CMGOS
  • One-class SVM
  • Autoencoder (NNet)

image

Requirements
  • numpy
  • scipy
  • scikit-learn
  • tensorflow
  • keras

@author Iskandar Sitdikov

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