Release v4.8.0 · tensorflow/datasets

[API] DatasetBuilder's description and citations can be specified in
dedicated README.md and CITATIONS.bib files, within the dataset package
(see https://www.tensorflow.org/datasets/add_dataset).
Tags can be associated to Datasets, in the TAGS.txt file. For
now, they are only used in the generated documentation.
[API][Experimental] New ViewBuilder to define datasets as transformations
of existing datasets. Also adds tfds.transform with functionality to apply
transformations.
Loggers are also called on tfds.as_numpy(...), base Logger class has a
new corresponding method.
tfds.core.DatasetBuilder can have a default limit for the number of
simultaneous downloads. tfds.download.DownloadConfig can override it.
tfds.features.Audio supports storing raw audio data for lazy decoding.
The number of shards can be overridden when preparing a dataset:
builder.download_and_prepare(download_config=tfds.download.DownloadConfig(num_shards=42)).
Alternatively, you can configure the min and max shard size if you want TFDS
to compute the number of shards for you, but want to have control over the
shard sizes.

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