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what is going everybody welcome to part 12 of the artificial intelligences in the Starcraft 2 with Python tutorial series in the previous tutorials we built and trained a neural network and now we want to put it to use so in order to do that itamp;#39;s not too difficult all weamp;#39;re gonna do is Iamp;#39;m headed to part 9 and scrolling on down to the very bottom where I post the full script and Iamp;#39;m going to copy that paste so this was the one that we use to actually build the data now all we want to do is rather than randomly attack use the model to choose to attack so basically we just want choice equals to rather than be random be the model so not too many changes need to be done in order for that to happen but we do have to make some changes so first of all weamp;#39;re gonna come up to the tippity-top and we are going to import caris then what weamp;#39;re gonna do is I guess we could I think the first thing Iamp;#39;ll do is weamp;#39;ll load in the model or so