/Bank-Note-Authentication-App

This Repo consists code for Bank Note Authentication App. Deployed using Flask and Python. Website is hosted on Heroku platform.

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Bank Note Authentication App

This repository contains code for predicting Bank Note if it is Authentic or not using certain attributes. Developed using Flask and python. Website is hosted on heroku. It's live at https://bankauthentication.herokuapp.com

Structure

The directory contains certain scripts and files for hosting model:

  1. flask_app.py The file which contains all the main backend operations of the website and used to run the flask server locally.

  2. Procfile for setting up heroku.

  3. requirement.txt contains all the dependencies for app/model to run.

Codebase

The entire code has been developed using Python programming language and is hosted on Heroku. The analysis and model is developed using SkcitLearn library and various machine learning models, The website is developed using Flask.

Dependencies

The following dependencies can be found in requirements.txt:

  1. scikit-learn
  2. Flask
  3. pandas
  4. numpy
  5. scikit-learn