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Apriori-Algorithm

By Sol Vitkin
Last Update: October 20, 2015

OBJECTIVE: Find the frequent itemsets in a data set. Specifically uses adult.csv data which has information on various attributes of subsample of adult population. Uses Apriori Algorithm to find and prune candidate frequent itemsets.

FILES: Apriori.py; adult.csv

RUNTIME INSTRUCTIONS: Load adult.csv into same directory as Apriori.py. Run Apriori.py and relevant results will be printed(runtime and frequent itemsets).

apriori_algo.ipynb

Python3 version of apriori algorithm, revised based on solution provided by Vitkin

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  • Jupyter Notebook 72.9%
  • Python 27.1%