Skip to content
Deep Neural Network! League of Legends! 🧐
Python
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
2_0.0005_128_128
static_data
tmp
.gitignore some updates Mar 30, 2018
README.md
champions.py
data_process.py got accuracy up to 76%, got more data, implemented saving of model Mar 30, 2018
fetch.py
model.py

README.md

League of Legends: Tensorflow

Summary

A deep neural-network project that takes as input both team's compositions, and predicts which team will win.

Details

  • Uses Tensorflow's neural network API to construct the model
  • Currently at around 76% accuracy with test data
  • Has a data crawler that uses Riot Games' API to fetch recent matches from professional players

Credits

Inspired by my friend Zach's hackathon project at https://github.com/zgovani/lol-champion-picker

You can’t perform that action at this time.