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Welcome to the hominid wiki!
You'll want to read these documents, in order:
(1) Requirements
(2) Set up a virtualenv on Linux
(3) Hominid Pipeline
(4) Running hominid on sample data
(5) Running hominid on your data
(6) Running stability selection on your data
(7) Running sort results on your data