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Top 5 frequent-pattern-mining open source projects

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

✭ 48

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

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

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

✭ 19

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

fast-tsetlin-machine-with-mnist-demo

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

✭ 58

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

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.

✭ 36

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

maximal-sequential-patterns-mining

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

✭ 31

python frequent-pattern-mining spmf vmsp

1-5 of 5 frequent-pattern-mining projects