srcd/lookout-sdk-ml repository overview

⁠lookout-sdk-ml

Lookout Python SDK for stateful analyzers, typically using Machine Learning.

Overview⁠ • Installation⁠ • How To Use⁠ • Contributions⁠ • License⁠

⁠Overview

This is a Python package which provides API to create stateful analyzers for the Lookout framework⁠. "Stateful" means that such analyzers update "state" after each push to repository. In machine learning terms, a state is a model and updating state is training. Thus all the Lookout analyzers which use machine learning are based on this API.

You benefit from lookout-sdk-ml if you:

• Code in Python.
• Want to create a stateful analyzer for Lookout.
• Find the lookout-sdk⁠ too low level.

⁠Installation

You need Python 3.5 or later.

pip3 install lookout-sdk-ml

⁠How To Use

Please refer to the getting started guide⁠.

⁠Contributions

Contributions are very welcome and desired! Please follow the code of conduct⁠ and read the contribution guidelines⁠.

⁠License

Apache-2.0, see license.md⁠.