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Daniel_Burfoot comments on How do you learn Solomonoff Induction? - Less Wrong Discussion
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My book describes a philosophy of science based on large scale lossless data compression. It is not going to give you a toolbox for using SI; as others have observed, SI is of primarily theoretical importance, since it can't be computed. However, different aspects of the book might help expand your worldview in this area.