Bandit Algorithms Python Packages

flashspec

Adaptive speculative-decoding inference engine with Triton-optimised verification and online bandit draft selection.

pyxab

PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms

banditzoo

Python library of bandits and RL agents in different real-world environments

smpybandits

SMPyBandits: Open-Source Python package for Single- and Multi-Players multi-armed Bandits algorithms.

contextual-bandits-algos

A comprehensive Python library implementing a variety of contextual and non-contextual multi-armed bandit algorithms—including LinUCB, Epsilon-Greedy, Upper Confidence Bound (UCB), Thompson Sampling, KernelUCB, NeuralLinearBandit, and DecisionTreeBandit—designed for reinforcement learning applications