I see this question hasn't been posed - so what's your favourite HPL? I've picked what I consider to be his major works, so have included other as an option if your favourite isn't included.
As for myself, it has to be Shadow Over Innsmouth - A wonderful evocation of a shunned New England town in thrall to the Deep Ones.