The website [mldata.org](mldata.org) is down and there is no hint of it coming back. So these lines that fetched the USPS dataset no longer work: ``` from sklearn.datasets import fetch_mldata usps = fetch_mldata('USPS') ``` A possible solution is to use the dataset hosted [here](http://statweb.stanford.edu/~tibs/ElemStatLearn/data.html) (bottom of the page), but we need to look into the necessary conversions.