The prerequisites for atheism being a religion seem to be there. There is no proof that God exists; there is no proof that God does not exist. So, why believe God does not exist?
There is no proof Santa Claus exists. There is no proof Santa Claus doesn't exist. So, why believe Santa does not exist?
Answer: You grow up and realize what fairy tales are.