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and next up we have max kuhn [Applause] hi thanks for coming so uh probably maybe to nobodyamp;#39;s surprise iamp;#39;m gonna talk about model tuning again um so uh my job within the teddy bears group is to work on um kind of all types of modeling and how we can do that in a more tidy way the place is stored for us oh sorry thanks uh the place for us to start normally would be um with uh more predictive models but tiny models infrastructures not really constrained to do just that we want to work on inferential models and descriptive models and all sorts of other things some of these models need what we call parameter tuning and thatamp;#39;s what iamp;#39;m going to talk about today in this new package we have called tune so most of our tiny models packages we tend in the tidy burst we donamp;#39;t tend to write like one huge package that does all the things in it so we tend to write packages that are interconnected with each other and so in doing so before i can show you