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so this is the optimal change point detection and tutorial session and by myself and Toby so Im going to be doing the first half which is more of an introduction to change points and talking about unsupervised change point detection and then Tobys taking the second half after the coffee break and which well be talking more about supervised change point detection which is where youve got more of an indication of negatives so Ive got some slides theres also on the github repository so this is TD hock which is Tobys get her page and its change - tutorial is the repository and on there theres all of the source files and everything for the tutorial but more importantly theres also the Mart down mitad documents which for mine for the first half when it loads and um and this is the HTML that you can follow through what Im talking about so that would contain more detailed than is on the slides but basically everything that I say should be in there as well if you want to recap after