I am not aware of a function that directly does that, but you could try the following. Let's suppose your data.frame is x:
Code:
ind <- which(apply(x,1,is.element, el=0))
x <- x[-ind,]
The object ind contains the rows that have at least one zero. Then, with a logical indexing you can omit these rows. Hope this helps!