Release v2.0.0

Breaking changes

• Requires keras>=3.0.0 instead of tf.keras.
• Removed the structured data related tasks by removing the following public
  APIs:
  • CategoricalToNumerical
  • MultiCategoryEncoding
  • StructuredDataInput
  • StructuredDataBlock
  • StructuredDataClassifier
  • StructuredDataRegressor
• Removed the Time series related tasks by removing the following public APIs:
  • TimeseriesInput
  • TimeseriesForecaster
• Reduced search space of Text related tasks by removing the following blocks.
  • Embedding
  • TextToIntSequence
  • TextToNgramVector
  • Transformer

New Contributors

• @nkovela1 made their first contribution in #1851
• @berab made their first contribution in #1883
• @Red54 made their first contribution in #1893

Full Changelog: 1.1.0...2.0.0

Release v1.1.0

Release v1.1.0

Breaking changes

• This only affect you if you use BertTokenizer or BertEncoder in AutoKeras explicity. You are not affected if you only use BertBlock, TextClassifier or TextRegressor. Removed the AutoKeras implementation of BertTokenizer and BertEncoder. Use keras-nlp implementation instead.

Bug fixes

• Now also support numpy>=1.24.

New Contributors

• @Psyrbin made their first contribution in #1779
• @buti1021 made their first contribution in #1782
• @Owaiskhan9654 made their first contribution in #1799

Full Changelog: 1.0.20...1.1.0

Release v1.0.20

Highlights

• Minor bug fixes to prepare for new KerasTuner release.

What's Changed

• update version to 1.0.20dev by @haifeng-jin in #1718
• Fixed #1725 Auto labelling of issues by @Anselmoo in #1726
• Fixed #1738 Linked the Python and TensorFlow to release pages by @Anselmoo in #1739
• Update actions.yml by @haifeng-jin in #1740
• fix tf-nightly broken by @haifeng-jin in #1741
• fix tf-nightly broken by @haifeng-jin in #1742
• Bump black from 22.3.0 to 22.6.0 by @dependabot in #1745
• Fixed: #1756 Replace wrong character by @Anselmoo in #1757
• Update settings.json by @haifeng-jin in #1760
• Update settings.json by @haifeng-jin in #1761
• Update settings.json by @haifeng-jin in #1762
• update readme by @haifeng-jin in #1764
• fix bug serializing block arguments by @haifeng-jin in #1766
• 1.0.20 by @haifeng-jin in #1767

New Contributors

• @dependabot made their first contribution in #1745

Full Changelog: 1.0.19...1.0.20

Release v1.0.19

What's Changed

• Compatible with TF 2.9.0.
• Support more hyperparameters as arguments to blocks.

New Contributors

• @LukeWood made their first contribution in #1702
• @ksohan made their first contribution in #1706
• @kutal10 made their first contribution in #1708
• @NickSmyr made their first contribution in #1710
• @Neproxx made their first contribution in #1715

Full Changelog: 1.0.18...1.0.19

Release v1.0.18

Important Notice!

Please update to TensorFlow 2.8.0 and KerasTuner 1.1.0 to use this AutoKeras version.

What's Changed

• Bug fix for compatibility issue with kt 1.1.0 by @haifeng-jin in #1687

New Contributors

• @reedwm made their first contribution in #1675

Full Changelog: 1.0.17...1.0.18

Release v1.0.17

What's Changed

• Fix broken link in docs by @htbkoo
• Adapt to tf 2.8.0
• Adapt to KerasTuner 1.1.0

New Contributors

• @htbkoo made their first contribution in #1618

Full Changelog: 1.0.16...1.0.17

1.0.16.post1

• Support returning history in .fit() function if validation_data is not provided.
• Pin the TF version to 2.5.0 or lower.
• Pin the KerasTuner version to 1.0.x and less than 1.1.

1.0.17rc1

What's Changed

• Fix broken link in docs by @htbkoo in #1618
• Adapt to tf-nightly by @haifeng-jin in #1634
• Adapt to KerasTuner 1.1.0 by @haifeng-jin in #1640

New Contributors

• @htbkoo made their first contribution in #1618

Full Changelog: 1.0.16...1.0.17rc1

1.0.17rc0

• Temporarily depending on tf-nightly.

What's Changed

• Fix broken link in docs by @htbkoo in #1618
• Adapt to tf-nightly by @haifeng-jin in #1634

New Contributors

• @htbkoo made their first contribution in #1618

Full Changelog: 1.0.16...1.0.17rc0

Release v1.0.16

• Support returning history in .fit() function if validation_data is not provided.
• Pin the TF version to 2.5.0 or lower.