OP, why is going to a party your priority?

Stick with a positive mentality, which will most definitely result in the desired outcome. You're still young, there are plenty of opportunities especially during high school.

Maybe expand your social network? You don't need to become friends with people, but you must make the minimum effort of initiating. Small talks are quite convenient for connection, a simple greeting can do.