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Frequent Itemset Mining and Frequent Sequence Mining Algorithms package for ARM

Project description

How to Install

pip install FIMProject

How to Use It

from FIM import apriori, association_rules

freq_items = apriori(df, min_support=0.6, show_colnames=True)
rules = association_rules(freq_items, metric="confidince", min_threshold=0.7)

What is df?

df is a pandas dataframe. It is a table of transactions. Each row is a transaction and each column is an item. The value of each cell is the number of items in the transaction.

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