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TFMA 0.22.2 Release
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‎README.md

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@@ -89,33 +89,34 @@ The following table is the TFMA package versions that are compatible with each
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other. This is determined by our testing framework, but other *untested*
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combinations may also work.
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|tensorflow-model-analysis |tensorflow |apache-beam[gcp]|
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|------------------------------------------------------------------------------------ |--------------|----------------|
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|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | nightly (1.x/2.x) | 2.20.0 |
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|[0.22.1](https://github.com/tensorflow/model-analysis/blob/v0.22.1/RELEASE.md) | 1.15 / 2.2 | 2.20.0 |
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|[0.22.0](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md) | 1.15 / 2.2 | 2.20.0 |
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|[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md) | 1.15 / 2.1 | 2.19.0 |
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|[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md) | 1.15 / 2.1 | 2.19.0 |
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|[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md) | 1.15 / 2.1 | 2.19.0 |
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|[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md) | 1.15 / 2.1 | 2.17.0 |
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|[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md) | 1.15 / 2.1 | 2.17.0 |
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|[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md) | 1.15 / 2.1 | 2.17.0 |
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|[0.21.0](https://github.com/tensorflow/model-analysis/blob/v0.21.0/RELEASE.md) | 1.15 / 2.1 | 2.17.0 |
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|[0.15.4](https://github.com/tensorflow/model-analysis/blob/v0.15.4/RELEASE.md) | 1.15 / 2.0 | 2.16.0 |
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|[0.15.3](https://github.com/tensorflow/model-analysis/blob/v0.15.3/RELEASE.md) | 1.15 / 2.0 | 2.16.0 |
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|[0.15.2](https://github.com/tensorflow/model-analysis/blob/v0.15.2/RELEASE.md) | 1.15 / 2.0 | 2.16.0 |
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|[0.15.1](https://github.com/tensorflow/model-analysis/blob/v0.15.1/RELEASE.md) | 1.15 / 2.0 | 2.16.0 |
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|[0.15.0](https://github.com/tensorflow/model-analysis/blob/v0.15.0/RELEASE.md) | 1.15 | 2.16.0 |
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|[0.14.0](https://github.com/tensorflow/model-analysis/blob/v0.14.0/RELEASE.md) | 1.14 | 2.14.0 |
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|[0.13.1](https://github.com/tensorflow/model-analysis/blob/v0.13.1/RELEASE.md) | 1.13 | 2.11.0 |
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|[0.13.0](https://github.com/tensorflow/model-analysis/blob/v0.13.0/RELEASE.md) | 1.13 | 2.11.0 |
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|[0.12.1](https://github.com/tensorflow/model-analysis/blob/v0.12.1/RELEASE.md) | 1.12 | 2.10.0 |
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|[0.12.0](https://github.com/tensorflow/model-analysis/blob/v0.12.0/RELEASE.md) | 1.12 | 2.10.0 |
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|[0.11.0](https://github.com/tensorflow/model-analysis/blob/v0.11.0/RELEASE.md) | 1.11 | 2.8.0 |
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|[0.9.2](https://github.com/tensorflow/model-analysis/blob/v0.9.2/RELEASE.md) | 1.9 | 2.6.0 |
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|[0.9.1](https://github.com/tensorflow/model-analysis/blob/v0.9.1/RELEASE.md) | 1.10 | 2.6.0 |
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|[0.9.0](https://github.com/tensorflow/model-analysis/blob/v0.9.0/RELEASE.md) | 1.9 | 2.5.0 |
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|[0.6.0](https://github.com/tensorflow/model-analysis/blob/v0.6.0/RELEASE.md) | 1.6 | 2.4.0 |
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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) | 2.20.0 | 0.16.0 | nightly (1.x/2.x) | 0.22.2 | 0.22.0 |
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|[0.22.2](https://github.com/tensorflow/model-analysis/blob/v0.22.2/RELEASE.md) | 2.20.0 | 0.16.0 | 1.15 / 2.2 | 0.22.2 | 0.22.0 |
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|[0.22.1](https://github.com/tensorflow/model-analysis/blob/v0.22.1/RELEASE.md) | 2.20.0 | 0.16.0 | 1.15 / 2.2 | 0.22.2 | 0.22.0 |
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|[0.22.0](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md) | 2.20.0 | 0.16.0 | 1.15 / 2.2 | 0.22.0 | 0.22.0 |
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|[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md) | 2.19.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.3 |
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|[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md) | 2.19.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.3 |
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|[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md) | 2.19.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.3 |
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|[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0 |
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|[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0 |
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|[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0 |
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|[0.21.0](https://github.com/tensorflow/model-analysis/blob/v0.21.0/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0 |
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|[0.15.4](https://github.com/tensorflow/model-analysis/blob/v0.15.4/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.1 |
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|[0.15.3](https://github.com/tensorflow/model-analysis/blob/v0.15.3/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.1 |
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|[0.15.2](https://github.com/tensorflow/model-analysis/blob/v0.15.2/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.1 |
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|[0.15.1](https://github.com/tensorflow/model-analysis/blob/v0.15.1/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.0 |
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|[0.15.0](https://github.com/tensorflow/model-analysis/blob/v0.15.0/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 | n/a | n/a |
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|[0.14.0](https://github.com/tensorflow/model-analysis/blob/v0.14.0/RELEASE.md) | 2.14.0 | n/a | 1.14 | n/a | n/a |
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|[0.13.1](https://github.com/tensorflow/model-analysis/blob/v0.13.1/RELEASE.md) | 2.11.0 | n/a | 1.13 | n/a | n/a |
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|[0.13.0](https://github.com/tensorflow/model-analysis/blob/v0.13.0/RELEASE.md) | 2.11.0 | n/a | 1.13 | n/a | n/a |
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|[0.12.1](https://github.com/tensorflow/model-analysis/blob/v0.12.1/RELEASE.md) | 2.10.0 | n/a | 1.12 | n/a | n/a |
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|[0.12.0](https://github.com/tensorflow/model-analysis/blob/v0.12.0/RELEASE.md) | 2.10.0 | n/a | 1.12 | n/a | n/a |
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|[0.11.0](https://github.com/tensorflow/model-analysis/blob/v0.11.0/RELEASE.md) | 2.8.0 | n/a | 1.11 | n/a | n/a |
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|[0.9.2](https://github.com/tensorflow/model-analysis/blob/v0.9.2/RELEASE.md) | 2.6.0 | n/a | 1.9 | n/a | n/a |
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|[0.9.1](https://github.com/tensorflow/model-analysis/blob/v0.9.1/RELEASE.md) | 2.6.0 | n/a | 1.10 | n/a | n/a |
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|[0.9.0](https://github.com/tensorflow/model-analysis/blob/v0.9.0/RELEASE.md) | 2.5.0 | n/a | 1.9 | n/a | n/a |
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|[0.6.0](https://github.com/tensorflow/model-analysis/blob/v0.6.0/RELEASE.md) | 2.4.0 | n/a | 1.6 | n/a | n/a |
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## Questions
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‎RELEASE.md

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# <!-- mdlint off(HEADERS_TOO_MANY_H1) -->
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<!-- mdlint off(HEADERS_TOO_MANY_H1) -->
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# Current Version(Still in Development)
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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 0.22.0
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## Major Features and Improvements
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* Added analyze_raw_data(), an API for evaluating TFMA metrics on Pandas
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DataFrames.
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should be used instead).
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* Updated tfma.default_eval_shared_model and tfma.default_extractors to better
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support custom model types.
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* Depends on 'tensorflow-metadata>=0.22.2,<0.23'
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## Breaking changes
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# Release 0.6.0
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* Initial release of TensorFlow Model Analysis. <!-- mdlint on -->
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* Initial release of TensorFlow Model Analysis.

‎g3doc/install.md

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other. This is determined by our testing framework, but other *untested*
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combinations may also work.
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tensorflow-model-analysis | tensorflow | apache-beam[gcp]
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------------------------------------------------------------------------------------ | ----------------- | ----------------
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[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | nightly (1.x/2.x) | 2.20.0
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[0.22.1](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md) | 1.15 / 2.2 | 2.20.0
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[0.22.0](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md) | 1.15 / 2.2 | 2.20.0
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[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md) | 1.15 / 2.1 | 2.19.0
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[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md) | 1.15 / 2.1 | 2.19.0
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[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.0](https://github.com/tensorflow/model-analysis/blob/v0.21.0/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.15.4](https://github.com/tensorflow/model-analysis/blob/v0.15.4/RELEASE.md) | 1.15 / 2.0 | 2.16.0
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[0.15.3](https://github.com/tensorflow/model-analysis/blob/v0.15.3/RELEASE.md) | 1.15 / 2.0 | 2.16.0
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[0.15.2](https://github.com/tensorflow/model-analysis/blob/v0.15.2/RELEASE.md) | 1.15 / 2.0 | 2.16.0
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[0.15.1](https://github.com/tensorflow/model-analysis/blob/v0.15.1/RELEASE.md) | 1.15 / 2.0 | 2.16.0
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[0.15.0](https://github.com/tensorflow/model-analysis/blob/v0.15.0/RELEASE.md) | 1.15 | 2.16.0
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[0.14.0](https://github.com/tensorflow/model-analysis/blob/v0.14.0/RELEASE.md) | 1.14 | 2.14.0
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[0.13.1](https://github.com/tensorflow/model-analysis/blob/v0.13.1/RELEASE.md) | 1.13 | 2.11.0
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[0.13.0](https://github.com/tensorflow/model-analysis/blob/v0.13.0/RELEASE.md) | 1.13 | 2.11.0
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0.12.1 | 1.12 | 2.10.0
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0.12.0 | 1.12 | 2.10.0
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[0.11.0](https://github.com/tensorflow/model-analysis/blob/v0.11.0/RELEASE.md) | 1.11 | 2.8.0
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[0.9.2](https://github.com/tensorflow/model-analysis/blob/v0.9.2/RELEASE.md) | 1.9 | 2.6.0
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[0.9.1](https://github.com/tensorflow/model-analysis/blob/v0.9.1/RELEASE.md) | 1.10 | 2.6.0
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[0.9.0](https://github.com/tensorflow/model-analysis/blob/v0.9.0/RELEASE.md) | 1.9 | 2.5.0
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[0.6.0](https://github.com/tensorflow/model-analysis/blob/v0.6.0/RELEASE.md) | 1.6 | 2.4.0
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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) | 2.20.0 | 0.16.0 | nightly (1.x/2.x) | 0.22.2 | 0.22.0
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[0.22.2](https://github.com/tensorflow/model-analysis/blob/v0.22.2/RELEASE.md) | 2.20.0 | 0.16.0 | 1.15 / 2.2 | 0.22.2 | 0.22.0
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[0.22.1](https://github.com/tensorflow/model-analysis/blob/v0.22.1/RELEASE.md) | 2.20.0 | 0.16.0 | 1.15 / 2.2 | 0.22.2 | 0.22.0
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[0.22.0](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md) | 2.20.0 | 0.16.0 | 1.15 / 2.2 | 0.22.0 | 0.22.0
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[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md) | 2.19.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.3
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[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md) | 2.19.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.3
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[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md) | 2.19.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.3
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[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0
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[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0
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[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0
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[0.21.0](https://github.com/tensorflow/model-analysis/blob/v0.21.0/RELEASE.md) | 2.17.0 | 0.15.0 | 1.15 / 2.1 | 0.21.0 | 0.21.0
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[0.15.4](https://github.com/tensorflow/model-analysis/blob/v0.15.4/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.1
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[0.15.3](https://github.com/tensorflow/model-analysis/blob/v0.15.3/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.1
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[0.15.2](https://github.com/tensorflow/model-analysis/blob/v0.15.2/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.1
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[0.15.1](https://github.com/tensorflow/model-analysis/blob/v0.15.1/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 / 2.0 | n/a | 0.15.0
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[0.15.0](https://github.com/tensorflow/model-analysis/blob/v0.15.0/RELEASE.md) | 2.16.0 | 0.15.0 | 1.15 | n/a | n/a
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[0.14.0](https://github.com/tensorflow/model-analysis/blob/v0.14.0/RELEASE.md) | 2.14.0 | n/a | 1.14 | n/a | n/a
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[0.13.1](https://github.com/tensorflow/model-analysis/blob/v0.13.1/RELEASE.md) | 2.11.0 | n/a | 1.13 | n/a | n/a
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[0.13.0](https://github.com/tensorflow/model-analysis/blob/v0.13.0/RELEASE.md) | 2.11.0 | n/a | 1.13 | n/a | n/a
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[0.12.1](https://github.com/tensorflow/model-analysis/blob/v0.12.1/RELEASE.md) | 2.10.0 | n/a | 1.12 | n/a | n/a
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[0.12.0](https://github.com/tensorflow/model-analysis/blob/v0.12.0/RELEASE.md) | 2.10.0 | n/a | 1.12 | n/a | n/a
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[0.11.0](https://github.com/tensorflow/model-analysis/blob/v0.11.0/RELEASE.md) | 2.8.0 | n/a | 1.11 | n/a | n/a
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[0.9.2](https://github.com/tensorflow/model-analysis/blob/v0.9.2/RELEASE.md) | 2.6.0 | n/a | 1.9 | n/a | n/a
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[0.9.1](https://github.com/tensorflow/model-analysis/blob/v0.9.1/RELEASE.md) | 2.6.0 | n/a | 1.10 | n/a | n/a
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[0.9.0](https://github.com/tensorflow/model-analysis/blob/v0.9.0/RELEASE.md) | 2.5.0 | n/a | 1.9 | n/a | n/a
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[0.6.0](https://github.com/tensorflow/model-analysis/blob/v0.6.0/RELEASE.md) | 2.4.0 | n/a | 1.6 | n/a | n/a
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## Questions
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‎setup.py

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'scipy == 1.2.2;python_version<"3"',
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'six>=1.12,<2',
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'tensorflow>=1.15,!=2.0.*,<3',
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'tensorflow-metadata>=0.22,<0.23',
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'tensorflow-metadata>=0.22.2,<0.23',
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'tfx-bsl>=0.22,<0.23'
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],
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'python_requires': '>=3.5,<4',

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