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The most popular bioinformatic package I've seen in go is poly.
There is bíogo which is a general genomics library (dealing with file parsing, mostly) in the vein of Bioperl, BioPython and the other Bio* libraries. I've not really ever used it though - I almost used it the other day but the BAM parser was too bare bones for my purposes so I opted to do what I wanted in Python.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.