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cair / TsetlinMachine

Code and datasets for the Tsetlin Machine

tsetlin-machine 机器学习 game-theory propositional-logic pattern-recognition bandit-learning frequent-pattern-mining

Cython

474

13 天前

cair / pyTsetlinMachine

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

rule-based bandit-learning propositional-logic tsetlin-machine convolution regression frequent-pattern-mining 机器学习 classification embedding

135

18 天前

Nth-iteration-labs / contextual

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

bandit Simulation 统计 contextual-bandits bandit-learning reinforcement-learning exploitation exploration evaluation 机器学习

5 年前

SamRagusa / Checkers-Reinforcement-Learning

A checkers reinforcement learning AI, and all the tools needed to train it.

reinforcement-learning q-learning 机器学习 dynamic-programming 人工智能 bandit-learning adversarial-learning checker board-game game

Python

5 年前

cair / convolutional-tsetlin-machine-tutorial

Tutorial on the Convolutional Tsetlin Machine

tsetlin-machine pattern-recognition convolution interpretable-machine-learning propositional-logic rule-based bandit-learning frequent-pattern-mining

Python

4 年前

cair / pyTsetlinMachineParallel

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

frequent-pattern-mining bandit-learning propositional-logic tsetlin-machine classification regression convolution 机器学习 interpretable-machine-learning rule-based

2 年前

thunfischtoast / LinUCB

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

Java bandit-learning contextual-bandits

Java

2 年前

mmalekzadeh / privacy-preserving-bandits

Privacy-Preserving Bandits (MLSys'20)

differential-privacy 机器学习 online-machine-learning reinforcement-learning contextual-bandits privacy-preserving-machine-learning federated-learning recommender-system recommendation bandit-learning

Jupyter Notebook

2 年前

etiennekintzler / visualize_bandit_algorithms

Some visualizations of bandit algorithm outputs.

reinforcement-learning-algorithms bandit-learning

Jupyter Notebook

4 年前

Nth-iteration-labs / streamingbandit-ui

Client that handles the administration of StreamingBandit online, or straight from your desktop. Setup and run streaming (contextual) bandit experiments in your browser.

React bandit-learning contextual-bandits JavaScript client Web app 机器学习

JavaScript

2 年前