TFMA 0.46.0 Release

PiperOrigin-RevId: 627904355

Author: vkarampudi

README.md

@@ -209,7 +209,8 @@ combinations may also work.
 
 |tensorflow-model-analysis                                                            |apache-beam[gcp]|pyarrow   |tensorflow         |tensorflow-metadata |tfx-bsl   |
 |------------------------------------------------------------------------------------ |----------------|----------|-------------------|--------------------|----------|
-|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | 2.47.0         | 10.0.0   | nightly (2.x)     | 1.14.0             | 1.14.0   |
+|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | 2.47.0         | 10.0.0   | nightly (2.x)     | 1.15.0             | 1.15.1   |
+|[0.46.0](https://github.com/tensorflow/model-analysis/blob/v0.46.0/RELEASE.md)       | 2.47.0         | 10.0.0   | 2.15              | 1.15.0             | 1.15.1   |
 |[0.45.0](https://github.com/tensorflow/model-analysis/blob/v0.45.0/RELEASE.md)       | 2.47.0         | 10.0.0   | 2.13              | 1.14.0             | 1.14.0   |
 |[0.44.0](https://github.com/tensorflow/model-analysis/blob/v0.44.0/RELEASE.md)       | 2.40.0         | 6.0.0    | 2.12              | 1.13.1             | 1.13.0   |
 |[0.43.0](https://github.com/tensorflow/model-analysis/blob/v0.43.0/RELEASE.md)       | 2.40.0         | 6.0.0    | 2.11              | 1.12.0             | 1.12.0   |

RELEASE.md

@@ -4,6 +4,16 @@
 
 ## Major Features and Improvements
 
+## Bug fixes and other Changes
+
+## Breaking Changes
+
+## Deprecations
+
+# Version 0.46.0
+
+## Major Features and Improvements
+
 *   Removes the metrics modules from experimental now that it is migrated to
     [py-ml-metrics](https://pypi.org/project/py-ml-metrics/) package.
 *   Adds Constituent Flip Rate Metrics: SymmetricFlipRate, NegToNegFlipRate,
@@ -12,15 +22,18 @@
 
 ## Bug fixes and other Changes
 
-*   Fix the bug about batching unsized numpy arrays. ## Breaking Changes
+*   Fix the bug about batching unsized numpy arrays.
+
+## Breaking Changes
+
 *   Removes `attrs` requirement.
 *   Consolidate Matrix definition for semantic segmentation confusion matrix
     metrics.
 *   Provide AggregateFn and interface and default call impl to adapt TFMA
     metrics combiner for in-process call.
 *   Move Mean metrics from experimental to metrics.
 *   Fix the bug of size estimator failure.
-*   Depends on `tensorflow~=2.15.0`.
+*   Depends on `tensorflow>=2.15.0,<2.16`.
 *   Fix the failure in testMeanAttributions.
 *   Fix the input type mismatch in metric_specs_tests between bool and None.
 *   Fix the failure in the slice test due to beam type hints check.
@@ -36,6 +49,8 @@
 
 ## Deprecations
 
+*   Deprecated python 3.8 support.
+
 # Version 0.45.0
 
 ## Major Features and Improvements