frequent-pattern-mining · 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 479

2 个月前

PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

frequent-itemsets frequent-pattern-mining Python sequence-mining periodic-patterns periodicity pattern-mining pattern-recognition frequent-subgraphs stream-mining spatial-data

Jupyter Notebook 264

1 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 140

2 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

chonyy / apriori_python

#算法刷题#🔨 Python implementation of Apriori algorithm, new and simple!

data-mining 算法 frequent-pattern-mining apriori Python

Python 67

1 年前

biolab / orange3-associate

🍊 📦 Frequent itemsets and association rules mining for Orange 3.

frequent-itemsets frequent-pattern-mining association-rules Support orange apriori

Python 65

9 个月前

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

andi611 / Apriori-and-Eclat-Frequent-Itemset-Mining

Implementation of the Apriori and Eclat algorithms, two of the best-known basic algorithms for mining frequent item sets in a set of transactions, implementation in Python.

data-mining apriori plot frequent-pattern-mining frequent-itemsets transaction transactions CUDA Python gcc gpu gpu-acceleration gpu-programming

Python 49

7 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 42

2 年前

fandu / maximal-sequential-patterns-mining

A handy Python wrapper of the famous VMSP algorithm for mining maximal sequential patterns.

frequent-pattern-mining Python

Python 35

8 年前

Avinash793 / FPGrowth-and-Apriori-algorithm-Association-Rule-Data-Mining

Implementation of FPTree-Growth and Apriori-Algorithm for finding frequent patterns in Transactional Database.

fp-growth frequent-pattern-mining Python association-rules data-mining 数据科学 hashtable

Python 31

4 年前

nphdang / gSpan

gSpan, an efficient algorithm for mining frequent subgraphs

frequent-pattern-mining data-mining C#parallel-computing graph

C# 18

5 年前

zakimjz / cSPADE

cSPADE: mining frequent sequence patterns with constraints (extension of SPADE)

sequence-mining frequent-pattern-mining constraints

C++ 12

5 年前

mhahsler / arulespy

Python interface to arules for association rule mining

association-rules frequent-pattern-mining

TeX 11

2 年前

zakimjz / TreeMiner

Algorithms for Mining Frequent Trees (in Tree Structured Datasets)

data-mining frequent-pattern-mining

C++ 11

5 年前

paulfedorow / fim

fim is a collection of some popular frequent itemset mining algorithms implemented in Go.

frequent-pattern-mining apriori fp-growth

Go 10

4 年前

fatihsen20 / Frequent-Mining-Algorithms

"Frequent Mining Algorithms" is a Python library that includes frequent mining algorithms. This library contains popular algorithms used to discover frequent items and patterns in datasets. Frequent m...

apriori association-rules data-mining 数据科学 frequent-pattern-mining Python

Python 10

4 个月前