Is a reply really necessary. Granted, when a reply does come through (even if negative), it feels good that you've been noticed.
I'm not sure how the hiring culture has changed recently, but I remember around 8-10 years back, I'd send my resume to many companies. No reply, means they are not interested.
Same with dating :)