Same problem here with PNW weather causing condensation on the windows. I've got a de-humidifier, but I'm not certain the problem is too much indoor humidity. I think it's more like, too much temperature difference between inside of the glass pane and outside.

The mold on the windowsills hasn't gotten out of hand yet so I'm not bothering with the dehumidifier yet.