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IDK2.py
IDK2.py
 
 
README.md
README.md
 
 
iNNE_IK.py
iNNE_IK.py
 
 

README.md

Python Version of IDK

IDK2.py

idk_square() : IDK group anomaly detector
idk_anomalyDetector() : IDK point anomaly detector

iNNE_IK.py

This file contains the implemantation of Isolation Kernel based on iNNE.

References

Ting, Kai Ming, et al. "Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.[pdf]