项目作者: jeffwang0516

项目描述 :
Implementation of Apriori and Eclat Algorithms (With CPU & GPU)
高级语言: Python
项目地址: git://github.com/jeffwang0516/Frequent-Itemset-Mining.git
创建时间: 2018-10-12T12:24:10Z
项目社区:https://github.com/jeffwang0516/Frequent-Itemset-Mining

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Frequent-Itemset-Mining

Implementation of Apriori and Eclat

Environment

  • python 3.6

Execution

Args

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

Algorithms

  • Apriori

    1. $ bash apriori.sh $1 $2 $3
  • Eclat

    • CPU

      1. $ bash eclat_cpu.sh $1 $2 $3
    • GPU

      1. $ bash eclat_gpu.sh $1 $2 $3

Performance Comparison

img