When the memory argument is not specified, the pipeline will recompute the transformers every time the pipeline is fitted. This can be
time-consuming if the transformers are expensive to compute or if the dataset is large.
However, if the intent is to recompute the transformers everytime, the memory argument should be set explicitly to None. This way the
intention is clear.
