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WIP: Added information gain property to result object.

Kaylee deSoto requested to merge kaylee.desoto/bilby:add_information_gain_result into master

Added to dynesty, nestle, and ultranest samplers, using their individual outputs. Need to still add pymultinest, polychord, and cpnest.

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