/iForest

Isolation Forest Implementation for Anomaly Detection

Primary LanguagePython

iForest

Isolation Forest Algorithm for Anomaly Detection

This is my own implementation of the iForest Anomaly Detection Algorithm published by Fei Tony Liu, Kai Ming Ting, & Zhi-Hua Zhou [Source]

Requirements

  • Numpy
  • Pandas
  • Scikit-Learn (for confustion matrix)