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league-of-legends-winner-predector

A ML Model That Predict The Percentage of Winning for Each Blue And Red Team In League Of Legends , Currently The Accuracy is quite low for The Lack of data , but It Still in Maintainance

What is League Of Legends

  • League of Legends is a team-based game with over 140 champions to make epic plays with.
  • Moba Style Game

Contains

  • Notebook For Detailled Explanation
  • Prod File which contain A code for a local server to test the model using the streamlit library and user friendly interface

User Interface

image

Status

The Model is Still in Maintainance , The Accuracy is Quite Low , But It's Still in Development , Currently Looking for More Data to Train The Model , And Trying to Find The Best Model to Use

Installation

pip install -r requirements.txt

Usage

You can Try Custom Input by Providing The Champions Id and The Model Will Predict The Percentage of Winning for Each Blue And Red

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.