Can me and my girlfriend both file head of house hold?

My girlfriend and I are not married with 2 kids. Each of us has been claiming one child for the past few years. Before we were renting an apt under my name. Now that we bought a house under both of our name can both of us claim head of household? We make almost the same income and shared a bank account so household expenses is pretty much paid for equally.