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TFMA 0.45.0 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) | 2.40.0 | 6.0.0 | nightly (2.x) | 1.13.1 | 1.13.0 |
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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) | 1.14.0 | 1.14.0 |
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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 |
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|[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 |
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|[0.42.0](https://github.com/tensorflow/model-analysis/blob/v0.42.0/RELEASE.md) | 2.40.0 | 6.0.0 | 1.15.5 / 2.10 | 1.11.0 | 1.11.1 |

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 0.45.0
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## Major Features and Improvements
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* Add F1, False positive rate, and Accuracy into the confusion matrix plot.
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* Add support for setting top_k and class_id at the same time for confusion
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matrix metrics.
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* Add 'tfma_eval' model_type in model_specs as the identifier for
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eval_saved_model, allowing signature='eval' to now be used with other model
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types.
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* Add "materialized_prediction" model type to allow users bypassing model
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inference explicitly.
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## Breaking Changes
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* Depend on PIL for image related metrics.
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* Separate extract_key from signature names in `ModelSignaturesDoFn`.
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## Deprecations
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* N/A
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# Version 0.44.0
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## Major Features and Improvements

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) | 1.13.1 | 1.13.0
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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) | 1.14.0 | 1.14.0
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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
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[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
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[0.42.0](https://github.com/tensorflow/model-analysis/blob/v0.42.0/RELEASE.md) | 2.40.0 | 6.0.0 | 1.15 / 2.10 | 1.11.0 | 1.11.0

setup.py

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'tensorflow>=2.13,<3',
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'tensorflow-metadata'
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+ select_constraint(
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default='>=1.13.1,<1.14.0',
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nightly='>=1.14.0.dev',
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default='>=1.14.0,<1.15.0',
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nightly='>=1.15.0.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='>=1.13.0,<1.14.0',
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nightly='>=1.14.0.dev',
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default='>=1.14.0,<1.15.0',
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nightly='>=1.15.0.dev',
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git_master='@git+https://github.com/tensorflow/tfx-bsl@master',
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),
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],
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'Operating System :: OS Independent',
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'Programming Language :: Python',
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'Programming Language :: Python :: 3',
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'Programming Language :: Python :: 3.7',
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'Programming Language :: Python :: 3.8',
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'Programming Language :: Python :: 3.9',
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'Programming Language :: Python :: 3.10',
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'Programming Language :: Python :: 3 :: Only',
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'Topic :: Scientific/Engineering',
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'Topic :: Scientific/Engineering :: Mathematics',

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": "0.45.0.dev",
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"version": "0.46.0.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 = '0.45.0.dev'
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VERSION = '0.46.0.dev'

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