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集合主题趋势排行榜
#

contextual-bandits

Website
Wikipedia
https://static.github-zh.com/github_avatars/VowpalWabbit?size=40
VowpalWabbit / vowpal_wabbit

#计算机科学#Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learni...

C++机器学习online-learningcontextual-banditsreinforcement-learningactive-learninglearning-to-search
C++ 8.57 k
8 个月前
https://static.github-zh.com/github_avatars/tensorflow?size=40
tensorflow / agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

reinforcement-learningTensorflowcontextual-banditsdqn
Python 2.92 k
2 个月前
https://static.github-zh.com/github_avatars/david-cortes?size=40
david-cortes / contextualbandits

Python implementations of contextual bandits algorithms

contextual-banditsreinforcement-learningexploration-exploitation
Python 788
1 个月前
https://static.github-zh.com/github_avatars/st-tech?size=40
st-tech / zr-obp

#数据仓库#Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

数据集contextual-banditsresearch
Python 669
1 年前
https://static.github-zh.com/github_avatars/fidelity?size=40
fidelity / mabwiser

#计算机科学#[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library

contextual-bandits机器学习recsys
Python 242
9 个月前
https://static.github-zh.com/github_avatars/alison-carrera?size=40
alison-carrera / onn

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

神经网络neural-architecture-searchpytorch-implementation机器学习contextual-banditsreinforcement-learning-algorithmsreinforcement-learningPyTorch
Python 186
6 年前
https://static.github-zh.com/github_avatars/alison-carrera?size=40
alison-carrera / mabalgs

#算法刷题#👤 Multi-Armed Bandit Algorithms Library (MAB) 👮‍♂️

armSimulationucb算法ranking-algorithmcontextual-banditsreinforcement-learningreinforcement-learning-algorithms
Python 133
3 年前
https://static.github-zh.com/github_avatars/Nth-iteration-labs?size=40
Nth-iteration-labs / contextual

#计算机科学#Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

banditSimulation统计contextual-banditsbandit-learningreinforcement-learningexploitationexplorationevaluation机器学习
R 80
5 年前
https://static.github-zh.com/github_avatars/banditml?size=40
banditml / banditml

A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.

contextual-banditsPyTorchpersonalizationneural-networksreinforcement-learning
Python 67
4 年前
https://static.github-zh.com/github_avatars/instadeepai?size=40
instadeepai / catx

#计算机科学#🐈‍⬛ Contextual bandits library for continuous action trees with smoothing in JAX

contextual-banditsjax深度学习Python
Python 66
3 年前
https://static.github-zh.com/github_avatars/Heewon-Hailey?size=40
Heewon-Hailey / multi-armed-bandits-for-recommendation-systems

implement basic and contextual MAB algorithms for recommendation system

Pythonscikit-learnNumPymatplotlibrecommendation-systemcontextual-bandits
Jupyter Notebook 41
3 年前
https://static.github-zh.com/github_avatars/lil-lab?size=40
lil-lab / blocks

#自然语言处理#Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)

自然语言处理机器学习natural-language-understandingreinforcement-learningcontextual-bandits
Python 40
6 年前
https://static.github-zh.com/github_avatars/pemami4911?size=40
pemami4911 / sinkhorn-policy-gradient.pytorch

#计算机科学#Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

深度学习combinatorial-optimizationreinforcement-learningcontextual-bandits
Python 39
7 年前
https://static.github-zh.com/github_avatars/thunfischtoast?size=40
thunfischtoast / LinUCB

Contextual bandit algorithm called LinUCB / Linear Upper Confidence Bounds as proposed by Li, Langford and Schapire

Javabandit-learningcontextual-bandits
Java 30
2 年前
https://static.github-zh.com/github_avatars/doerlbh?size=40
doerlbh / MiniVox

Code for our ACML and INTERSPEECH papers: "Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox".

speaker-diarizationBukkitspeaker-recognitiononline-learningcontextual-banditsself-supervised-learning
Cuda 27
4 年前
https://static.github-zh.com/github_avatars/RonyAbecidan?size=40
RonyAbecidan / Neural-Thompson-Sampling

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

神经网络contextual-bandits
Jupyter Notebook 22
3 年前
https://static.github-zh.com/github_avatars/mmalekzadeh?size=40
mmalekzadeh / privacy-preserving-bandits

#计算机科学#Privacy-Preserving Bandits (MLSys'20)

differential-privacy机器学习online-machine-learningreinforcement-learningcontextual-banditsprivacy-preserving-machine-learningfederated-learningrecommender-systemrecommendationbandit-learning
Jupyter Notebook 22
3 年前
https://static.github-zh.com/github_avatars/improve-ai?size=40
improve-ai / python-ranker

#计算机科学#Contextual Multi-Armed Bandit Platform for Scoring, Ranking & Decisions

ab-testing人工智能contextual-bandits机器学习personalizationPythonrecommender-systemxgboostreinforcement-learningmultivariate-testing
Python 22
2 年前
https://static.github-zh.com/github_avatars/thoughtworks?size=40
thoughtworks / simplebandit

lightweight contextual bandit library for ts/js

contextual-banditsrecommenderpersonalizationrecommendation-systemrecommender-systems
TypeScript 18
2 年前
https://static.github-zh.com/github_avatars/jtcho?size=40
jtcho / FairMachineLearning

#计算机科学#Implementation of provably Rawlsian fair ML algorithms for contextual bandits.

机器学习contextual-banditsPythonJupyter NotebookNumPy
Jupyter Notebook 14
8 年前
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