A gunman killed two people and wounded five others at a yoga studio in Florida's capital before killing himself Friday evening, officials said, Telegraph reports.

Tallahassee Police Chief Michael DeLeo told reporters Friday night that the man shot six people and pistol-whipped another after walking into the studio, which is part of a small Tallahassee shopping centre.

The suspect fatally shot himself, DeLeo said. Authorities have not identified the shooter or the victims.

DeLeo said police are asking for anyone who saw something unusual around the time of the shooting to contact police. He said the shooter acted alone.

"We’re all very saddened and shocked by the events that occurred, but it’s important that people understand that there is no immediate threat outside of what has already occurred this evening," DeLeo said.