Dodgebot

League of Legends ML algorithm to calculate the win percentage for a game.

Folder Layout

• .github/workflows: CI/CD pipeline
• backend: ML Backend Code
• continous-collection: Cloud Function to collect data from frontend
• data-analytics: Notebooks used to analyze the data collected from the pipeline
• data-mining: Data Pipeline folder
• frontend: Folder for frontend implementation, with React Typescript
• ml-script: Notebook for training our ML model

Dependencies:

• Docker v20+ with Docker-compose
• Python 3.8, all folder contains either requirements.txt or pipfile
• npm for frontend

We switched to virtualenv because pipenv takes too long to lock the dependencies