In this competition your task is to predict the outcome of a Dota 2 game given all the game’s characteristics up to a certain point in the game. There are two teams in Dota 2 games: Radiant and Dire. You’ll need to evaluate the chances team Radiant victory. Game’s data is presented with numeric and categorical features, event logs, time series, etc. Working with game’s data and learning to see patterns and regularities can prove very useful in further work.

data: https://drive.google.com/drive/folders/17zfvNeFNiysl0raC6g41QoBumJT8Ow3T?usp=sharing