Somehow we've made a society in which getting into computer programming at a young age is generally not something young girls are taught to want. Consequently, the huge majority of young programmers (below college age) are boys.
I started programming when I was 12. The advantage this has given me in the tech world (academia and industry) cannot be overstated. There is a giant gap between people who start programming at a young age due to desire and curiosity and people who learn to for coursework at uni.
So while not giving preferential treatment to the boys whom society has not discouraged from programming at a young age (and seems to discourage girls from it) is definitely going to increase the number of girls in the department (which is a good thing), I also think we should really figure out what element of society is making programming an undesirable hobby for young ladies.