Anomaly / outlier detection using isolation forest in Scala

Introduction

This article is describing the journey of implementing the unsupervised learning algorithm isolation forest for anomaly / outlier detection from scratch.

  • I wrapped the implementation in a small project that can read actual data from a Kafka topic …