/Frequent-Itemset-Mining

Implementation of Apriori and Eclat Algorithms (With CPU & GPU)

Primary LanguagePython

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Frequent-Itemset-Mining

Implementation of Apriori and Eclat

Environment

  • python 3.6

Execution

Args

$1: input file
$2: min support ratio (0 < $2 < 1)
$3: output file

Algorithms

  • Apriori

    $ bash apriori.sh $1 $2 $3

  • Eclat

    • CPU

      $ bash eclat_cpu.sh $1 $2 $3

    • GPU

      $ bash eclat_gpu.sh $1 $2 $3

Performance Comparison

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