https://github.com/cair/tsetlinmachine

Code and datasets for the Tsetlin Machine

bandit-learning frequent-pattern-mining game-theory learning-automata machine-learning pattern-recognition propositional-logic tsetlin-machine

Last synced: 23 Aug 2025

https://github.com/udaylab/pami

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 frequent-subgraphs pattern-mining pattern-recognition periodic-patterns periodicity python sequence-mining spatial-data spatiotemporal-data spatiotemporal-data-analysis stream-mining

Last synced: 14 May 2025

https://github.com/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

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

Last synced: 09 Apr 2025

https://github.com/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

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

Last synced: 04 May 2025

https://github.com/chonyy/apriori_python

🔨 Python implementation of Apriori algorithm, new and simple!

algorithms apriori apriori-algorithm data-mining frequent-pattern-mining python

Last synced: 18 Jan 2026

https://github.com/cair/fast-tsetlin-machine-with-mnist-demo

A fast Tsetlin Machine implementation employing bit-wise operators, with MNIST demo.

artificial-intelligence bitwise-operators explainable-ai frequent-pattern-mining machine-learning mnist pattern-recognition rule-based tsetlin-machine

Last synced: 13 Apr 2025

https://github.com/biolab/orange3-associate

🍊 :package: Frequent itemsets and association rules mining for Orange 3.

apriori association-rules confidence fpgrowth frequent-itemsets frequent-pattern-mining market-basket-analysis orange support

Last synced: 14 Aug 2025

https://github.com/cair/convolutional-tsetlin-machine-tutorial

Tutorial on the Convolutional Tsetlin Machine

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

Last synced: 13 Apr 2025

https://github.com/cair/TextUnderstandingTsetlinMachine

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

deep-learning frequent-pattern-mining medical medical-informatics text-classification tsetlin-machine

Last synced: 15 Mar 2025

https://github.com/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.

apriori apriori-algorithm cuda data-mining data-mining-algorithms eclat eclat-algorithm frequent-itemset-mining frequent-itemsets frequent-pattern-mining gcc gpu gpu-acceleration gpu-programming plot pycuda python transaction transactions

Last synced: 13 Apr 2025

https://github.com/cair/textunderstandingtsetlinmachine

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

deep-learning frequent-pattern-mining medical medical-informatics text-classification tsetlin-machine

Last synced: 13 Apr 2025

https://github.com/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.

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

Last synced: 18 Jul 2025

https://github.com/avinash793/fpgrowth-and-apriori-algorithm-association-rule-data-mining

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

apriori-algorithm association-analysis association-rules basket-data chess-data data-mining data-mining-algorithms data-science fp-growth fp-tree fptree fptree-algorithm frequent-pattern-mining hashtable hashtree python3 retail-data transactional-database

Last synced: 19 Oct 2025

https://github.com/mhahsler/arulespy

Python interface to arules for association rule mining

association-rules frequent-pattern-mining

Last synced: 08 Jan 2026

https://github.com/sirius207/frequent-pattern-algorithm

Algorithms for Frequent-pattern Mining

data-mining frequent-pattern-mining

Last synced: 14 Jul 2025

https://github.com/cschen1205/cs-pattern-discovery

Pattern Discovery implemented in C#

compressed-pattern frequent-pattern-mining multi-level-patterns negative-patterns

Last synced: 12 Oct 2025

https://github.com/mustafahakkoz/classification_clustering_freq_pattern_mining

3 notebooks covering Classification, Clustering Analysis and Frequent Pattern Mining in the scope of Data Mining lectures in Marmara University.

agnes apriori association-rules classification clustering-analysis dbscan eclat fp-growth frequent-pattern-mining k-means

Last synced: 23 Mar 2025

https://github.com/darkeyes/bicausality

A framework to infer causality on binary data using techniques in frequent pattern mining and estimation statistics. Given a set of individual vectors S={x} where x(i) is a realization value of binary variable i, the framework infers empirical causal relations of binary variables i,j from S in a form of causal graph G=(V,E).

binary-variable causal-inference estimation-statistics exploratory-data-analysis frequent-pattern-mining

Last synced: 22 Oct 2025

https://github.com/akashjain04/apriorialgorithm

Usage of Apriori Algorithm to find frequent item sets.

apriori apriori-algorithm association-rule-mining association-rules data-cleaning data-mining frequent-itemsets frequent-pattern-mining python

Last synced: 08 Jul 2025

https://github.com/chen0040/java-frequent-pattern-mining

Package provides java implementation of frequent pattern mining algorithms such as apriori, fp-growth

apriori association-rules fp-growth frequent-itemsets frequent-pattern-mining frequent-pattern-trees java pattern-discovery

Last synced: 15 Aug 2025

https://github.com/imdadmi/apriori-association-rules

this is a backend application using springboot to implement the apriori method for association rules generation

apriori-algorithm association-rules frequent-itemset-mining frequent-pattern-mining java market-basket-analysis rmi spring-boot

Last synced: 08 Jan 2026

https://github.com/rezacsedu/Mining-Maximal-Frequent-Pattern-Spark

Implementation of Static mining part of "Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach" Information Sciences, Volume 432, March 2018, Pages 278-300

data-mining data-stream frequent-pattern-mining java maximal-frequent-pattern spark structured-streaming

Last synced: 26 Mar 2025

https://github.com/mghorbani2357/tt-miner-topology-transaction-miner-for-mining-closed-itemset

closed-frequent-itemset closed-frequent-itemset-mining data-mining data-mining-algorithms data-mining-python frequent-itemset-mining frequent-itemsets frequent-pattern-mining paper python python3

Last synced: 05 Apr 2025

https://github.com/paragpvyas/projects

good, sometimes ugly, functional code. First program to mine frequent patterns, a smart pill organizer python app, finally testing global randomness presented by RNGs

embedded-systems frequent-pattern-mining guizero infrared-sensors java json mime mqtt-protocol normalization-score paho-mqtt python random-number-generators raspberry-pi sms-api state-machine statistics

Last synced: 11 Oct 2025

https://github.com/akashjain04/fpgrowthalgorithm

Usage of FPGrowth Algorithm to find frequent item sets

association-rule-mining association-rules datacleaning datamining fp-tree fpgrowth frequent-itemsets frequent-pattern-mining jupyter-notebook python3 retail-data

Last synced: 19 Jul 2025

https://github.com/udaylab/pami-cuda

This repository, an extension of PAMI, contains CUDA-based pattern mining algorithms

cuda frequent-itemset-mining frequent-itemsets frequent-pattern-mining gpu-computing gpu-direct-storage python3

Last synced: 15 Jun 2025