dataset_api.ipynb is outdated
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Description
https://github.com/google/scaaml/blob/master/notebooks/dataset_api.ipynb notebook is outdated.
scaaml.io.Dataset constructor arguments are outdated (for example url argument has been added and has no default).
as_tfdataset takes different arguments (since https://github.com/google/scaaml/pull/77)
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