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The goal of the 'NMSLIB'\n Library is to create an\neffective and comprehensive toolkit for searching in generic\nnon-metric spaces. Being comprehensive is important, because no\nsingle method is likely to be sufficient in all cases. Also\nnote that exact solutions are hardly efficient in high\ndimensions and/or non-metric spaces. Hence, the main focus is\non approximate methods\". 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