harshit-2115 / flask_model_deployment

ML Model Deployment using Flask

Overview

This repository contains the files to create a basic ML web app using Flask. The model used here is trained on the data provided in "Tabular Playground Series - Jan 2021" Kaggle competition.

Instructions

1. This is the script used to create the model that is deployed.

2. The goal of creating this ML app was just to try deploying ML models. I used Flask as it is easy to learn. Will be trying Streamlit after this.

3. I've deployed this on Heroku, you can re-create this on your PC by cloning this repo and running:

   pip install -r requirements.txt
   python app.py