Can i put evoo in my hair and not wash it out?

a stylist at the salon told me to put extra virgin olive oil on my scalp because i was experiencing breakage...she also said put some other natural thing in it like avocados. anyway the point is alot of peolple wash it out; can i actually keep it in my hair && not wash it ? i have a relaxer and im african american btw