RitreshGirdhar / Apriori-Algorithm

Data Mining show frequently bought related Item - For forecasting shelf item to continue retail growth

Apriori Algorithm - To Decide What Customers like

Purpose of this demo application is to showcase how Apriori Algorithm works and And how using Data mining retail companies decide which Items to scrap and which item to keep based on the knowledge and associated rules based on customer purchasing pattern.

Steps to build python based docker image

• Checkout codebase

git clone https://github.com/RitreshGirdhar/Apriori-Algorithm.git
cd apriori/

• Let's build object-detection docker image

docker build -t apriori

• Run application

docker run -d -p8501:8501 apriori

Let's test the application

• GoTo http://localhost:8501/

  OR Run directly

$ pip install streamlit
$ streamlit run apriori_main.py

To run directly, use below command

python apriori.py