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iso_forest

This is a simple package implementation for the isolation forest method described (among other places) in this paper for detecting anomalies and outliers from a data point distribution.

Installation

pip install git+https://github.com/mgckind/iso_forest.git

It supports python2 and python3

Requirements

No extra requirements are needed, It also contains means to draw the trees created using the igraph library.

Use

See these 2 notebooks examples on how to use it

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Simple implementation of Isolation Forest

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