I see that everyone mentioned only the delete step. In case you want to also insert a step in the pipeline:
pipe.steps.append(['step name',transformer()])
pipe.steps works in the same way as lists do, so you can also insert an item into a specific location:
pipe.steps.insert(1,['estimator',transformer()]) #insert as second step