Kanye West Creative Studio Robbed ...

Kanye West fell victim to a thief who made off with a bunch of gear from his creative studio ... and we're told the culprit could be someone 'Ye knows.

Law enforcement sources tell TMZ they got a call to Kanye's Calabasas office Tuesday for a burglary.