I'm transporting the whole 5gal tank, so it will be the exact same as it was here- same filter, same everything. Should I still take them out before I transport them?

Of course, right before I'm getting prepared to leave they decided to amplex and lay about a hundred eggs... thanks for making my job easy, guys. D: