cmanage1/ufc-fight-predictor

Random Forest Model to predict UFC fight winners

UFC Fight Predictor

Live Demos

• Full Stack app using Heroku (deployed upon request)
• Jupyter notebook using Google Colab

Tools and Technologies

Front-end:

• React.js
• Material UI

Back-end:

• FastAPI
• Python

Machine Learning:

• Random Forest Model with ~63% accuracy over 5-fold cross validation
• pandas
• sklearn
• numpy

How to run this app locally

1. Navigate to client side using cd client/ and run:

npm install
npm run buildncopy

2. Navigate to server side using cd ../server/ and run:

uvicorn main:app --reload

3. Your app will be live at: http://localhost:8000/static/

4. That's it!