singhsidhukuldeep / Fraud-Prediction

Fraud detection model for synthetic dataset of money transactions.

Fraud-Prediction

Fraud detection model for synthetic dataset of money transactions.

Setup

Dependencies setup

pip install -r requirements.txt

Running the Server

uvicorn main:app --host 127.0.0.1 --port 8000 --reload --workers 4

here: 127.0.0.1 is the host location and 8000 is the port

GUI(s):

• {HOST}}/docs >> This yields the OpenAPI Swagger UI. Eg: http://127.0.0.1:8000/docs
• {HOST}}/redoc >> This uses the Redoc UI with some documentations out of the box. Eg: http://127.0.0.1:8000/redoc

Deployed Endpoints [all using free hostings so be patient]

• Heroku: https://fraud-prediction.herokuapp.com/

  • [GET/POST] https://fraud-prediction.herokuapp.com/ping check if the service is up
  • [GET/POST] https://fraud-prediction.herokuapp.com/reset resets the database
  • [POST] https://fraud-prediction.herokuapp.com/is-fraud get prediction if the payment is fraud or not
  • OpenAPI Swagger UI: https://fraud-prediction.herokuapp.com/docs
  • Redoc UI with some documentations: https://fraud-prediction.herokuapp.com/redoc

• Deta: https://3dw8p7.deta.dev/ [down for time being, will redeploy soon]