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* Add warning when user tries to access struct series fields with `__getitem__` ([#1082](https://github.com/googleapis/python-bigquery-dataframes/issues/1082)) ([20e5c58](https://github.com/googleapis/python-bigquery-dataframes/commit/20e5c58868af8b18595d5635cb7722da4f622eb5))
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* Allow `fit` to take additional eval data in linear and ensemble models ([#1096](https://github.com/googleapis/python-bigquery-dataframes/issues/1096)) ([254875c](https://github.com/googleapis/python-bigquery-dataframes/commit/254875c25f39df4bc477e1ed7339ecb30b395ab6))
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* Support context manager for bigframes session ([#1107](https://github.com/googleapis/python-bigquery-dataframes/issues/1107)) ([5f7b8b1](https://github.com/googleapis/python-bigquery-dataframes/commit/5f7b8b189c093629d176ffc99364767dc766397a))
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### Performance Improvements
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* Improve series.unique performance and replace drop_duplicates i… ([#1108](https://github.com/googleapis/python-bigquery-dataframes/issues/1108)) ([499f24a](https://github.com/googleapis/python-bigquery-dataframes/commit/499f24a5f22ce484db96eb09cd3a0ce972398d81))
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