New
TensorFlow Transform 1.15.0
Major Features and Improvements
- Added support for sparse labels in AMI vocabulary computation.
Bug Fixes and Other Changes
- Bumped the Ubuntu version on which
tensorflow_transformis tested to 20.04 (previously was 16.04). - Explicitly use Keras 2 or `tf_keras`` if Keras 3 is installed.
- Added python 3.11 support.
- Depends on
tensorflow 2.15. - Enable passing
tf.saved_model.SaveOptionsto model saving functionality. - Census and sentiment examples updated to only use Keras instead of estimator.
- Depends on
apache-beam[gcp]>=2.53.0,<3for Python 3.11 and onapache-beam[gcp]>=2.47.0,<3for 3.9 and 3.10. - Depends on
protobuf>=4.25.2,<5for Python 3.11 and onprotobuf>3.20.3,<5for 3.9 and 3.10.
Breaking Changes
- Existing analyzer cache is automatically invalidated.
Deprecations
- Deprecated python 3.8 support.