Try "search cmocean" in the search boxbox on matplotlib.org :
http://matplotlib.org/search.html?q=cmocean&check_keywords=yes&area=default
Your search did not match any documents.
Shouldn't it find http://matplotlib.org/cmocean/ ? (maybe just a Tuesday morning blip)
Thanks, cheers