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
