thompson-sampling 开源项目推荐（252 个）

sail-sg /oat

🌾 OAT：一个面向研究的在线对齐框架，包括强化学习、偏好学习等。

alison-carrera /onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

alison-carrera /mabalgs

多臂老虎机算法库（MAB）

Eric-Bradford /TS-EMO

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

AllenDowney /BayesianDecisionAnalysis

Bayesian decision analysis in Python, from Bayes's theorem to Bayesian bandits: a self-study tutorial with notebooks that run on Colab

stitchfix /mab

Library for multi-armed bandit selection strategies, including efficient deterministic implementations of Thompson sampling and epsilon-greedy.

andrecianflone /thompson

Thompson Sampling Tutorial

PlaytikaOSS /pybandits

Python library for Multi-Armed Bandits

farhanchoudhary /Machine_Learning_A-Z_All_Codes_and_Templates

All codes, both created and optimized for best results from the SuperDataScience Course

kalibr-ai /kalibr-sdk-python

Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.

Nikronic /Machine-Learning-Models

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

IgorGanapolsky /ThumbGate

ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.

niffler92 /Bandit

Bandit algorithms

michaelosthege /pyrff

pyrff: Python implementation of random fourier feature approximations for gaussian processes

RonyAbecidan /Neural-Thompson-Sampling

Study of the paper 'Neural Thompson Sampling' published in October 2020

hmishfaq /LSAC

The official code release for "Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning", ICLR 2025

antoine-hochart /bandit_algo_evaluation

Offline evaluation of multi-armed bandit algorithms

nphdang /Bandit-BO

Bayesian Optimization for Categorical and Continuous Inputs

v-i-s-h /MAB.jl

用于提供多臂老虎机实验的 Julia 包

rudrajit1729 /Machine-Learning-Codes-And-Templates

用 Python 和 R 创建、修改和优化的机器学习算法代码与模板