├── LICENSE ├── README.md ├── data ├── generate_transactions.py └── transactions.csv ├── outputs ├── association_rules_apriori.csv ├── fig_top_items.png ├── frequent_itemsets_apriori.csv ├── item_support.csv └── summary.json ├── requirements.txt └── src ├── market_basket.py └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/README.md -------------------------------------------------------------------------------- /data/generate_transactions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/data/generate_transactions.py -------------------------------------------------------------------------------- /data/transactions.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/data/transactions.csv -------------------------------------------------------------------------------- /outputs/association_rules_apriori.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/outputs/association_rules_apriori.csv -------------------------------------------------------------------------------- /outputs/fig_top_items.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/outputs/fig_top_items.png -------------------------------------------------------------------------------- /outputs/frequent_itemsets_apriori.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/outputs/frequent_itemsets_apriori.csv -------------------------------------------------------------------------------- /outputs/item_support.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/outputs/item_support.csv -------------------------------------------------------------------------------- /outputs/summary.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/outputs/summary.json -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas>=2.0 2 | numpy>=1.24 3 | mlxtend>=0.23 4 | matplotlib>=3.7 5 | -------------------------------------------------------------------------------- /src/market_basket.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/src/market_basket.py -------------------------------------------------------------------------------- /src/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AmirhosseinHonardoust/Market-Basket-Analysis/HEAD/src/utils.py --------------------------------------------------------------------------------