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.
pip install git+https://github.com/mgckind/iso_forest.git
It supports python2 and python3
No extra requirements are needed, It also contains means to draw the trees created using the igraph library.
See these 2 notebooks examples on how to use it