isolation-forests

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Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).

This repo depicts the techniques I have tried to detect anomalies in a dataset.

Implementation of anomaly detection algorithm in Python

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