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Stanford University. So we are now heading to the crucial end phase of the semester, so I guess were now at the start of week nine. So first of all if I just do sort of reminders. Obviously everyone should keep working on their final projects- assignment 4s. A couple of just notes on that. So on Thursday were just going to talk about dynamic memory networks. While they are only one of several ways that you could go about approaching assignment 4. Theyll certainly be relevant material if you are doing assignment 4 because, its an instance of the kind of architectures of sort of attention based architectures that people can use for tasks like the reading comprehension question/answering, like the squad data sets, so watch out for that. Weve been trying to keep money in peoples Azure accounts, actually a Microsoft rep Kristine is here right now if you need to pester her. [LAUGH] Pester her about any problems, and youre certainly contact us on Piazza if theyre any issues, and w