/streamingbandit

Python application to setup and run streaming (contextual) bandit experiments.

Primary LanguagePythonMIT LicenseMIT

StreamingBandit

Provides a webserver to quickly setup and evaluate possible solutions to contextual multi-armed bandit (cMAB) problems. Allows user to create new "experiments", each with their own policy, and disclose an API to evaluate the policy in applications.

For the documentation and a short introduction to StreamingBandit see http://nth-iteration-labs.github.io/streamingbandit/

For installation instructions see the documentation at http://nth-iteration-labs.github.io/streamingbandit/install.html

You can find a paper explaining StreamingBandit in more detail at https://arxiv.org/abs/1602.06700

Contribution

We welcome all contribution to StreamingBandit. For details see http://nth-iteration-labs.github.io/streamingbandit/#contributing-to-the-libraries