SMPyBandits

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3 repositories

SMPyBandits
Public
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
python open-source research internet-of-things simulations multi-arm-bandits learning-theory cognitive-radio multi-armed-bandit bandit-algorithms
Jupyter Notebook
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MIT License
•58•391•28•0•Updated Apr 30, 2024Apr 30, 2024
SMPyBandits.github.io
Public
Write-only repository that hosts the documentation for "Open-Source Python package for Single- and Multi-Players multi-armed Bandits algorithms" (SMPyBandits).
multi-arm-bandits sphinx-documentation python-documentation smpybandits
HTML
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MIT License
•0•1•0•0•Updated Feb 25, 2020Feb 25, 2020
SMPyBandits-benchmarks
Public
Using the Airspeed Velocity tool (https://asv.readthedocs.io/) to benchmark SMPyBandits (https://github.com/SMPyBandits/SMPyBandits/)
python benchmarking multi-armed-bandit airspeed-velocity smpybandits
Python
•0•3•0•0•Updated Nov 6, 2019Nov 6, 2019