Posts Tagged “pandas”

Dota 2 Drafting Part 1: Data Collection

Dota 2 captain’s mode entails a drafting phase where a sequence of picks and bans are issued by the team captains. As of this writing, there have been 1,933,725,512 total matches of Dota 2 played, in all modes. It may be possible now with this body of data to build a machine learning algorithm for prediction and for drafting suggestions.