LIFΞLIИΞ (Datathon 2021)

A Data Science Solution for Medicine

Devpost

Aiden Cohen, Alena Zhou, Geoffrey Xue, Matthew Zapodenaeu

Topic Focus - Healthcare

Developed using:

• React (Frontend)
• Flask (Backend)
• Google Cloud SQL (Database)
• Kaggle (data)
• R (Shiny app and initial model development)

React primary dependencies:

• Bootstrap (React component library)
• React Router (react-router-dom for switching between tabs)
• React Big Calendar (Calendar)

Flask primary dependencies:

• Keras
• SQLAlchemy
• Matplotlib

Unfortunately this project was not hosted. However, we do have a snapshot of the frontend on github pages. For the full experience, either check out our devpost video or host the project locally:

Requirements

• Git
• Python 3.X, pip
• npm 16.X (LTS)

git clone https://github.com/GeoffreyXue/datathon.git
cd datathon
npm i
cd backend
pip install flask, flask_cors, flask_sqlalchemy, matplotlib, numpy, pandas, simplejson, sklearn, keras, seaborn
flask run
cd ..
npm start

See snapshot frontend: https://geoffreyxue.github.io/datathon/