Atheists tend to be anti-religous ESPECIALLY any type of fundamentalism. Basically, Atheist’s think there is an inherent flaw in believing in a higher power. It would be like a black person marrying a kkk member IMO, which also could happen, though unlikely.
Regarding the family from your childhood. They would be more appropriately called agnostic.