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chore(main): release 0.22.0
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CHANGELOG.md

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[1]: https://pypi.org/project/bigframes/#history
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## [0.22.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v0.21.0...v0.22.0) (2024-02-27)
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### ⚠ BREAKING CHANGES
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* rename cosine_similarity to paired_cosine_distances ([#393](https://github.com/googleapis/python-bigquery-dataframes/issues/393))
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* move model optional args to kwargs ([#381](https://github.com/googleapis/python-bigquery-dataframes/issues/381))
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### Features
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* Add `DataFrames.corr()` method ([#379](https://github.com/googleapis/python-bigquery-dataframes/issues/379)) ([67fd434](https://github.com/googleapis/python-bigquery-dataframes/commit/67fd434bbb1c73f9013f65252d1ecc8da79542f6))
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* Add ml.metrics.pairwise.manhattan_distance ([#392](https://github.com/googleapis/python-bigquery-dataframes/issues/392)) ([9d31865](https://github.com/googleapis/python-bigquery-dataframes/commit/9d318653c001287bcc8ae9d8e09d0187413cbed6))
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* Enable regional endpoints for me-central2 ([#386](https://github.com/googleapis/python-bigquery-dataframes/issues/386)) ([469674d](https://github.com/googleapis/python-bigquery-dataframes/commit/469674d64f6ad5dac0f24ad450a7b8b6998fdf68))
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### Bug Fixes
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* Avoid ibis warning for "database" table() method argument ([#390](https://github.com/googleapis/python-bigquery-dataframes/issues/390)) ([a0490a4](https://github.com/googleapis/python-bigquery-dataframes/commit/a0490a492a43db24a314b3f42bfac61da7683151))
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* Correct the numeric literal dtype ([#365](https://github.com/googleapis/python-bigquery-dataframes/issues/365)) ([93b02cd](https://github.com/googleapis/python-bigquery-dataframes/commit/93b02cd8bc620823563f8214b43bc5f2f35c155b))
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* Rename cosine_similarity to paired_cosine_distances ([#393](https://github.com/googleapis/python-bigquery-dataframes/issues/393)) ([81ece46](https://github.com/googleapis/python-bigquery-dataframes/commit/81ece463b69765b0f93585d6b866fb642ddc65dc))
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### Performance Improvements
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* Inline read_pandas for small data ([#383](https://github.com/googleapis/python-bigquery-dataframes/issues/383)) ([59b446b](https://github.com/googleapis/python-bigquery-dataframes/commit/59b446bad8d2c5fca791c384616cfa7e54d54c09))
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### Dependencies
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* Add minimum version constraint for sqlglot to 19.9.0 ([#389](https://github.com/googleapis/python-bigquery-dataframes/issues/389)) ([8b62d77](https://github.com/googleapis/python-bigquery-dataframes/commit/8b62d77d8274cff2842c98b032bf98d69c483482))
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### Documentation
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* Fix `bigframes.pandas.concat` documentation ([#382](https://github.com/googleapis/python-bigquery-dataframes/issues/382)) ([234b61c](https://github.com/googleapis/python-bigquery-dataframes/commit/234b61cdfe75b402adf1b56f53b5f06934777f95))
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### Miscellaneous Chores
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* Release 0.22.0 ([#396](https://github.com/googleapis/python-bigquery-dataframes/issues/396)) ([8f73d9e](https://github.com/googleapis/python-bigquery-dataframes/commit/8f73d9e37827ecdc90683313000364922ae61dab))
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### Code Refactoring
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* Move model optional args to kwargs ([#381](https://github.com/googleapis/python-bigquery-dataframes/issues/381)) ([4037992](https://github.com/googleapis/python-bigquery-dataframes/commit/4037992b61ff352320d5dfb87dcf5f274791ace1))
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## [0.21.0](https://github.com/googleapis/python-bigquery-dataframes/compare/v0.20.1...v0.21.0) (2024-02-13)
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bigframes/version.py

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# See the License for the specific language governing permissions and
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# limitations under the License.
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__version__ = "0.21.0"
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__version__ = "0.22.0"

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