keras-team/autokeras 3.0.0

Release v3.0.0

on GitHub

This new release repositioned AutoKeras as a convenient library for quick experiments on small datasets with simple deep learning models, rather than a large-scale training library for distributed settings.

What's Changed

• AutoKeras works on PyTorch, JAX, and TensorFlow. PyTorch is the recommended backend.
• Added back StructuredDataClassifier, StructuredDataRegressor, StructuredInput, StructuredDataBlock, Embedding.
• Website updated with new documentation.

Breaking Changes

• Removed BertBlock.
• Removed support for using tensorflow.data.Dataset, pandas.DataFrame, strings for file path and column name for training/validation/prediction dataset. Now, only supports numpy.ndarray.

New Contributors

• @fcolecumberri made their first contribution in #1929
• @mwtoews made their first contribution in #1930

Full Changelog: 2.0.0...3.0.0