to do a strenuous workout (running, lifting, etc) after a night of heavy drinking and debauchery in order to rid your body of any toxins or impure choices made the night before
can also be used as an adj "purity"
Yo man, let's go purify today. I had a rough night.
I could really use a purity workout after all those whiskey shots.