Should I hang w/girl I have a crush on tho she doesn't reciprocate my feelings?

Should I hang out with this girl I have a crush on, even tho every time we chill she subtly lets me know she's not interested. I usually feel pretty bad afterward. And she can have a cold demeanor about her sometimes. But the fact is I'm lonely and out of practice socially..