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Release v0.56.0 (#3653)
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* Release v0.56.0

* Update release_notes.rst
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chukarsten committed Aug 16, 2022
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31 changes: 19 additions & 12 deletions docs/source/release_notes.rst
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Release Notes
-------------
**Future Releases**
**Latest Release**
* Enhancements
* Added ``exclude_featurizers`` parameter to ``AutoMLSearch`` to specify featurizers that should be excluded from all pipelines :pr:`3631`
* Added ``Progress`` abstraction to handle stopping criteria logic and return search progress information :pr:`3632`
* Added ``fit_transform`` method to pipelines and component graphs :pr:`3640`
* Added CI testing environment in Mac for install workflow :pr:`3646`
* Updated ``make_pipeline`` to only include the Imputer in pipelines if NaNs exist in the data :pr:`3657`
* Fixes
* Reverted the Woodwork 0.17.x compatibility work due to performance regression :pr:`3664`
* Changes
* Disabled holdout set in AutoML search by default :pr:`3659`
* Pinned ``sktime`` at >=0.7.0,<0.13.1 due to slowdowns with time series modeling :pr:`3658`
* Reduced the default test size in ``split_data`` to 0.1 for time series problems :pr:`3650`
* Documentation Changes
* Updated broken link checker to exclude stackoverflow domain :pr:`3633`
* Added instructions to add new users to evalml-core-feedstock :pr:`3636`
* Testing Changes

.. warning::

**Breaking Changes**

**v0.56.0 Aug. 15, 2022**
* Enhancements
* Add CI testing environment in Mac for install workflow :pr:`3646`
* Updated ``make_pipeline`` to only include the Imputer in pipelines if NaNs exist in the data :pr:`3657`
* Updated to run with Woodwork >= 0.17.2 :pr:`3626`
* Add ``exclude_featurizers`` parameter to ``AutoMLSearch`` to specify featurizers that should be excluded from all pipelines :pr:`3631`
* Add ``fit_transform`` method to pipelines and component graphs :pr:`3640`
* Changed default value of data splitting for time series problem holdout set evaluation :pr:`3650`
* Fixes
* Reverted the Woodwork 0.17.x compatibility work due to performance regression :pr:`3664`
* Changes
* Disable holdout set in AutoML search by default :pr:`3659`
* Pinned ``sktime`` at >=0.7.0,<0.13.1 due to slowdowns with time series modeling :pr:`3658`
* Added additional testing support for Python 3.10 :pr:`3609`
* Documentation Changes
* Updated broken link checker to exclude stackoverflow domain :pr:`3633`
* Add instructions to add new users to evalml-core-feedstock :pr:`3636`


**v0.55.0 July. 24, 2022**
* Enhancements
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2 changes: 1 addition & 1 deletion evalml/__init__.py
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warnings.filterwarnings("ignore", category=FutureWarning)
warnings.filterwarnings("ignore", category=DeprecationWarning)

__version__ = "0.55.0"
__version__ = "0.56.0"

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