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A open source multi arm bandit framework for optimize your website quickly. You’ll quickly use the benefits of several simple algorithms—including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms—by working through this framework written in Java, which you can easily adapt for deployment on your own website.

Home Page: https://github.com/classtag/OpenMultiarmedBandits

License: Apache License 2.0

multiarm-bandit recommendation-system recommendation-engine statistical-models distribution optimization-algorithms machine-learning website-optimization bandit-algorithms abtest

openmultiarmedbandits's Introduction

OpenMultiarmedBandits

A open source multi arm bandit framework for optimize your website quickly. You’ll quickly use the benefits of several simple algorithms—including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms—by working through this framework written in Java, which you can easily adapt for deployment on your own website.

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