if ist not to cold or windy, i take my umbrella and have a walk in the rain, it helps sometimes.
I go on the internet and read about things to take my mind off what depresses me.
Cuddle up with someone and sleep it off
Dance to the music. It's great exercise and you will feel happier.
Forget all your troubles and forget all your cares and go downtown.
The rain always cheers me up