Not exactly the same situation but have had neighbours that has the habit of throwing a loud party once in a while without telling anyone.
Next time the were setting up I went over with a bottle of popular tipple and asked them kindly please to let us know ahead next time, so we could plan around it. After that they were very becoming and even polite about it.
What I mean to say it's that even if anger is building up at your end, you should try your best and be nice, they might not (weirdly) be aware of the fall out of their behaviour.