Added resize parameters for dataset image reader, and the ability to loa...

...d data from alternate directories

cc @eickenberg 

Added the ability to specify arbitrary directories for the load_sample_images and load_sample_image functions to enable loading "other data" easily. 
Ah I see your point. Yeah, we should definitely use basename, and that may actually be an (uncought and doesn't matter) but in sklearn...