anlearn 0.1.1a0

Anomaly learn

anlearn - Anomaly learn

anlearn is a python package that aims to implement multiple state-of-the-art anomaly detection methods in familiar scikit-learn API.

Installation

anlearn depends on scikit-learn and it's dependencies scipy and numpy.

Requirements:

• python >=3.6
• scikit-learn
• scipy
• numpy

Requirements for every supported python version with version and hashes could be found in requirements folder. We're using pip-tools for generating requirements files.

Intallation options

PyPI installation

pip install anlearn

Installation from source

git clone https://github.com/gaussalgo/anlearn
cd anlearn

Installing requirements.

# Generated requirements for all supported python versions
ls requirements/requirements-3.*.txt | grep -v dev
requirements/requirements-3.6.txt
requirements/requirements-3.7.txt
requirements/requirements-3.8.txt
pip install -r requirements/requirements-3.8.txt

or

pip install scikit-learn numpy scipy

Install anlearn.

pip install .

or

python setup.py install

Documentation

docs

License

GNU Lesser General Public License v3 or later (LGPLv3+)

anlearn Copyright (C) 2020 Gauss Algorithmic a.s.

This package is in alpha state and comes with ABSOLUTELY NO WARRANTY. This is free software, and you are welcome to use, redistribute it, and contribute under certain conditions of its license.