anomatools 2.0

Toolbox for anomaly detection.

# anomatools guide

This package is a collection of anomaly detection tools:

• SSDO: semi-supervised detection of outliers

• iNNe: isolation-based nearest neighbor ensembles

• kNNo: k-nearest neighbor anomaly detection

## Installation

Build the package using setup.py:

` $ python setup.py install `

…or with pip:

` $ pip install git+https://github.com/Vincent-Vercruyssen/anomatools.git@master `

## Usage

See notebooks/ for examples.

## Dependencies

• [Python 3](http://www.python.org)

• [Numpy](http://www.numpy.org)

• [Scipy](http://www.scipy.org)

• [Scikit-learn](https://scikit-learn.org/stable/)

• [Seaborn](https://seaborn.pydata.org/) –> optional

## Contact

• [[e-mail]](mailto:[e-mail])