#Isolation-forest
Showing 5 of 5 repositories tagged #isolation-forest, ranked by stars
A distributed Spark/Scala implementation of the isolation forest and extended isolation forest algorithms for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.
:star: An anomaly-based intrusion detection system.
implement the machine learning algorithms by python for studying
Detect suspicious financial transactions using SQL and Python. Build user-level behavioral features in SQLite, apply Isolation Forest for anomaly detection, and visualize high-risk patterns. Demonstrates unsupervised fraud analytics and SQL-driven data science workflow.
Machine Learning-based Intrusion Detection System (IDS) tailored for resource-constrained networks