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Add few-shot classification PyTorch dataset class to instantiate a sample dataset from  #9

@rosikand

Description

@rosikand

e.g., package up omniglot and pickle the data into a distribution.
goal:

from rsbox import ml
fsds = ml.omniglot()

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