To give an idea of the difficulty level, this is the percent of winning games in our dataset. We are going to see just how many extra games are played during tournaments. Since DCSS is very difficult, large numbers of games must be played in order to get a competitive tournament score.
Bonus points can also be earned by meeting special requirements during gameplay, such as winning in the fewest turns, or by getting the highest score. Players form teams and earn points by winning games. All online games played on the public servers are counted towards a player’s tournament score.
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You can find the full source-code for this tutorial on GitHub: Tournament GamesĮvery time a new major version of DCSS is released, a player tournament is held. We will be using the Nexosis API to measure impact analysis using machine learning algorithms. Specifically, we will be looking at what happens to the number of Games, Players, and Wins during tournaments. This server has records of games going all the way back to 2006, but, we are only going to look at the last few years of data.
In this example, we are going to take a look at online games from one of the servers. The game can be downloaded and played locally, or it can be played online in a web browser. Dungeon Crawl Stone Soup is a roguelike game which has been in active open source development since 2006.
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