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I've been going through Bishop's book (Pattern Recognition and Machine Learning) and was wondering about the applications for adult as well.
I'm curious, what kind of model are you using for your tube example? Not sure how much information is available for tube sites since they have very short titles and maybe some tags is about all the information you can get about it.
I'm thinking playlists on something like pornhub can be mined for additional information. The nature of playlists lends naturally to tight clustering.
Are any adult companies publishing datasets like the "Netflix Prize" or the peer to peer lending datasets? That would be fun to analyze and play around with.
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