league of legends

Item Optimizer Algorithm & GUI

This learning project uses a neural network to predict the winner of a League of Legends game after 10 minutes ingame given the current data. The main branches notebook has an accuracy of roughly 58.5%, while the NN with manually added weights has one of roughly 66.9% but has problems with the validation accuracy and loss.

The catch-all wiki for everything Riot Games on Linux, and successor of the r/leagueoflinux subreddit wiki.

Site can be visited at https://leagueoflinux.org, or directly at https://leagueoflinux.gitlab.io.

Customise your League of Legends rich presence status on Discord

Python script that enables playing replays of League of Legends matches in the current patch that no longer appear in the League Client match history.

Project for my Databases course in the second year of undergraduate at the University of Warsaw. The app download statistics for TFT matches from Riot API and keeps them in an internal database. It shows stats and win-rates for different playstyles.

This is a discord bot made in Node.js that displays information about current game.