Apriori and FP-Growth in Python 3

This is a complete and original implementation of Apriori and FP-Growth algorithms in python 3. Frequent itemsets and Association rules for different values of support and confidence for the groceries.csv dataset have been added too.

Authors:

1. Mehul Agrawal
2. Abhishek Dhanwani
3. Shah Vishakh Rakesh

Dataset Used:

Groceries.csv

List of Files

1. Source 1.1. Apriori.py 1.2. FP-Growth.py
2. Groceries.csv
3. Results
4. Report

Implementation

1. Pre-Processing

A header was added to the csv ranging from 1-32.

2. Frequent item-set generation using Apriori

3. Frequent item-set generation using FP-Growth (Faster than apriori)

4. Association Rule Mining from generated frequent itemsets