As a stand-alone sentence, "would" is for the past.Actually, to split hairs, it's "would not" that's for the past. It gives the sense of "refused to".
My parents wouldn't allow me to go to the party.
Without the not (n't), I don't get the sense that it's a past tense.
My parents would...