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TFMA 0.48.0 Release
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README.md

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|tensorflow-model-analysis |apache-beam[gcp]|pyarrow |tensorflow |tensorflow-metadata |tfx-bsl |
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|------------------------------------------------------------------------------------ |----------------|----------|-------------------|--------------------|----------|
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|[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 |
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|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | 2.60.0 | 10.0.1 | nightly (2.x) | 1.16.1 | 1.16.1 |
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|[0.47.0](https://github.com/tensorflow/model-analysis/blob/v0.47.0/RELEASE.md) | 2.60.0 | 10.0.1 | 2.16 | 1.16.1 | 1.16.1 |
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|[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 |
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|[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 |
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|[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 |

RELEASE.md

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## Major Features and Improvements
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## Bug fixes and other Changes
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## Breaking Changes
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## Deprecations
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# Version 0.47.0
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## Major Features and Improvements
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* Adds `False{Negative,Positive}FeatureSampler` metrics.
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* Adds `RecallAtFalsePositiveRate` metrics.
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* Adds 'NegToNegFlipRate', 'NegToPosFlipRate', 'PosToNegFlipRate',
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* Remove dependency on eval_saved_model encodings.
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* Downloads `punkt_tab` in Rouge metric.
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* Depends on `tensorflow 2.16`
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* Relax dependency on Protobuf to include version 5.x
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## Breaking Changes
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g3doc/install.md

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tensorflow-model-analysis | apache-beam[gcp] | pyarrow | tensorflow | tensorflow-metadata | tfx-bsl
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------------------------------------------------------------------------------------ | ---------------- | ------- | ------------- | ------------------- | -------
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[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
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[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | 2.60.0 | 10.0.1 | nightly (2.x) | 1.16.1 | 1.16.1
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[0.47.0](https://github.com/tensorflow/model-analysis/blob/v0.47.0/RELEASE.md) | 2.60.0 | 10.0.1 | 2.16 | 1.16.1 | 1.16.1
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[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
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[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
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[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

setup.py

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'numpy>=1.23.5',
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'pandas>=1.0,<2',
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'pillow>=9.4.0',
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'protobuf>=4.25.2,<5;python_version>="3.11"',
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'protobuf>=4.25.2,<6;python_version>="3.11"',
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'protobuf>=3.20.3,<5;python_version<"3.11"',
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'pyarrow>=10,<11',
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'rouge-score>=0.1.2,<2',
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'tensorflow-estimator>=2.10',
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'tensorflow-metadata'
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+ select_constraint(
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default='>=1.15.0,<1.16.0',
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nightly='>=1.16.0.dev',
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default='>=1.16.1,<1.17.0',
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nightly='>=1.17.0.dev',
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git_master='@git+https://github.com/tensorflow/metadata@master',
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),
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'tfx-bsl'
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+ select_constraint(
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default='>=1.15.1,<1.16.0',
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nightly='>=1.16.0.dev',
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default='>=1.16.1,<1.17.0',
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nightly='>=1.17.0.dev',
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git_master='@git+https://github.com/tensorflow/tfx-bsl@master',
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),
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],

tensorflow_model_analysis/notebook/jupyter/js/package.json

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{
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"name": "tensorflow_model_analysis",
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"version": "0.47.0.dev",
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"version": "0.48.0.dev",
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"homepage": "https://github.com/tensorflow/model-analysis",
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"bugs": "https://github.com/tensorflow/model-analysis/issues",
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"license": "Apache-2.0",

tensorflow_model_analysis/version.py

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# Version string for this release of TFMA.
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# Note that setup.py reads and uses this version.
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VERSION = '0.47.0.dev'
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VERSION = '0.48.0.dev'

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