UFC Fight Prediciton Using Neural Networks

This project is somewhat a continuation of my first project, UFC Fight Prediciton Using Machine Learning, but is slightly different. This project constructs a Multi-Layer Neural Network Model in order to predict the winners of UFC Fights.

⏳ Dataset

Ultimate UFC Dataset By Kaggle user: mdabbert.

Appendix

Computer Science Learning Constructing a Binary Classifier Using Neural Network with Python

Keith Galli Introduction to Neural Networks in Python (what you need to know) | Tensorflow/Keras

How to choose the number of hidden layers and nodes in a feedforward neural network?

🖥️ Installation

🛠️ Requirements

• ipykernel 6.9.0
• Tensorflow 2.8.0
• scikit-learn 1.0.2
• pandas 1.4.1
• seaborn 0.11.2
• matplotlib 3.5.1

⚙️ Setup

• Install :-

  pip install ipykernel pandas tensorflow sklearn matplotlib seaborn pickle-mixin streamlit

Deployment

This Machine Learning Project is ran using Streamlit. The necessary python scripts for streamlit are included in repository. You can find a deployed version of this project

Here