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A library for simulating and visualizing bandit algorithms.

Project description

This Bandit Visualization module provides an easy-to-use library for implementing and visualizing various Bandit algorithms and environments in machine learning. If you are looking for the following, this library is not for you:

  • You want something fast and efficient
  • You want a tool to run very large simulations

It is good to use if you want to

  • Visualize your algorithms in various ways
  • Quickly make nice looking graphs
  • Have the support of a super-straightforward minilanguage
  • Have a command-line tool and a module you can import

The library is implemented in python3. This library is dependent also on the following modules, and you must have them installed to run this:

  • pyyaml (text parsing)
  • numpy (math)
  • scipy (stats)
  • matplotlib (creating graphs)

Run files using

banditvis path/to/your/file.txt

Get syntax help with

banditvis -h

Project details

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Files for banditvis, version 0.9
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