The mudslide, first reported at 7:19 a.m., covered all the Hudson Line tracks.
But workers were able to quickly clear enough mud from the tracks to allow full southbound service to continue.
Northbound trains bypassed the Riverdale, Ludlow, Glenwood and Greystone stations for hours.