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Machine Learning Applied to Game of Thrones

No-one wants the beloved series to end. Some, like the geeks at Pachyderm, have gone to great lengths to extend its life span, to the point of employing ML to serve the Iron Throne. 
This is a new example of style transfer where ML identifies the essential characteristics of a genre in order to create its own examples, such as we've seen before with art  and even with cooking.
But first of all, what is Pachyderm and where does that word come from?

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