tsetlin-machine · GitHub Topics

#计算机科学#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 481

3 个月前

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, T...

tsetlin-machine convolution regression pattern-recognition propositional-logic CUDA gpu incremental autoencoder incremental-computation sparse

Python 147

2 个月前

cair / pyTsetlinMachine

#计算机科学#Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranulari...

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

C 142

3 个月前

cair / fast-tsetlin-machine-with-mnist-demo

#计算机科学# A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.

tsetlin-machine mnist bitwise-operators rule-based explainable-ai pattern-recognition 机器学习人工智能 frequent-pattern-mining

C 67

6 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 53

4 年前

cair / TextUnderstandingTsetlinMachine

#计算机科学#Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

tsetlin-machine text-classification medical medical-informatics 深度学习 frequent-pattern-mining

Cuda 50

6 年前

cair / pyTsetlinMachineParallel

#计算机科学#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

C 43

3 年前

cair / PyTsetlinMachineCUDA

Massively Parallel and Asynchronous Architecture for Logic-based AI

tsetlin-machine CUDA gpu convolution regression classification

Python 42

3 年前

cair / GraphTsetlinMachine

Tsetlin Machine for Logical Learning and Reasoning With Graphs

convolution deep graph message-passing tsetlin-machine

Python 41