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Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

Smpybandits ⭐ 271

🔬 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

Mabalgs ⭐ 100

👤 Multi-Armed Bandit Algorithms Library (MAB) 👮

Knnbandit ⭐ 14

Software for the experiments reported in the RecSys 2019 paper "A Simple Multi-Armed Nearest-Neighbor Bandit for Interactive Recommendation"

Reinforcement Learning ⭐ 10

Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

Fairmachinelearning ⭐ 9

Implementation of provably Rawlsian fair ML algorithms for contextual bandits.

Multi Armed Bandit Algorithms ⭐ 5

Python implementation of UCB, EXP3 and Epsilon greedy algorithms

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