Credit Card Fraud Detection App

(IMP : NEED DOCKER TO RUN THIS APP)

Prerequisites

• Docker
• Docker Compose

Run Application

1.Clone this repo first bash git clone https://github.com/madvith/credit-card-fraud-detection.git cd credit-card-fraud-detection

Dataset Setup

Important: The dataset is too large to be included in the repository.

1. Download the dataset from Kaggle: Credit Card Fraud Detection Data

2. Extract the creditcard.csv file.

3. Place creditcard.csv inside the data/ directory (create the directory if it doesn't exist).

4. Build and start the container:

   docker compose up --build

5. Access the application in your browser: http://localhost:8501

Stop Application

To stop the container, press Ctrl+C or run:

docker compose down

Directory Structure

• app.py: Main application file.
• model/: Directory containing the trained model.
• data/: Directory for datasets.