Nth-iteration-labs / Streamingbandit
Licence: mit
Python application to setup and run streaming (contextual) bandit experiments.
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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
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