TrueSkill is an awesome tool that brings the TrueSkill algorithm into Python! If you've ever played on Xbox Live, you might have noticed how players get ranked and matched up. Well, that's all thanks to this neat rating system!
Getting started with TrueSkill is super simple. You just need to import a few things from the library. Check this out:
>>> from trueskill import Rating, transform_ratings, match_quality
>>> p1, p2, p3, p4 = Rating(), Rating(), Rating(), Rating()
>>> team1, team2, team3 = (p1,), (p2, p3), (p4,)
>>> transform_ratings([team1, team2, team3]) #doctest: +NORMALIZE_WHITESPACE
[(Rating(mu=35.877, sigma=6.791),),
(Rating(mu=17.867, sigma=7.059), Rating(mu=17.867, sigma=7.059)),
(Rating(mu=21.255, sigma=7.155),)]
>>> print '%.1f%%' % (match_quality([team1, team2, team3]) * 100)
4.7%
This little snippet shows how you can create ratings for players and even check the quality of a match.
If you're looking for more details or want to dive deeper into coding with TrueSkill:
So there you have it! Whether you're a game developer or just curious about ranking systems in games like Xbox Live, TrueSkill is a great tool to explore.
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