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today weamp;#39;re going to be talking about a very common technique in Python called memorization which allows us to Cache results and speed up our functions by a docHub amount and that can mean that if we have a function that takes maybe 30 seconds to execute this is going to help it take less than a second so letamp;#39;s go ahead and jump right into it Iamp;#39;m going to be explaining how it works and Iamp;#39;m also going to show you an example on where it can save us some time so to get started weamp;#39;re going to go ahead and import from Funk tools weamp;#39;re going to import the wraps and thatamp;#39;s going to help us with creating our property wrapper then from time weamp;#39;re going to import the performance counter so we can see how long it takes with memorization and without memorization and weamp;#39;re going to import system because weamp;#39;re going to have to use that to edit some of our computer settings now first weamp;#39;re going to go ahead a