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Update changelog with new PR number
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dsherry committed Apr 24, 2020
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11 changes: 5 additions & 6 deletions docs/source/changelog.rst
Expand Up @@ -19,7 +19,6 @@ Changelog
* Update make_pipeline_graph to not accidentally create empty file when testing if path is valid :pr:`649`
* Fix pip installation warning about docsutils version, from boto dependency :pr:`664`
* Removed zero division warning for F1/precision/recall metrics :pr:`671`
* Revert PR :pr:`696` due to ReadtheDocs timeout :pr:`703`
* Changes
* Updated default objective for binary/multiseries classification to log loss :pr:`613`
* Created classification and regression pipeline subclasses and removed objective as an attribute of pipeline classes :pr:`405`
Expand All @@ -40,7 +39,7 @@ Changelog
* Changed AutoML's `describe_pipeline` to get problem type from pipeline instead :pr:`685`
* Standardize `import_or_raise` error messages :pr:`683`
* Renamed `pipeline.feature_importance_graph` to `pipeline.graph_feature_importances` :pr:`700`
* Moved ROC and confusion matrix methods to `evalml.pipelines.plot_utils` :pr:`696`
* Moved ROC and confusion matrix methods to `evalml.pipelines.plot_utils` :pr:`704`
* Documentation Changes
* Fixed some sphinx warnings :pr:`593`
* Fixed docstring for AutoClassificationSearch with correct command :pr:`599`
Expand All @@ -59,7 +58,7 @@ Changelog
* Reorganize API ref, and clarify pipeline sub-titles :pr:`688`
* Add and update preprocessing utils in API reference :pr:`687`
* Documented which default objective AutoML optimizes for :pr:`699`
* Include more utils in API ref, like `import_or_raise` :pr:`696`
* Include more utils in API ref, like `import_or_raise` :pr:`704`
* Testing Changes
* Matched install commands of `check_latest_dependencies` test and it's GitHub action :pr:`578`
* Added Github app to auto assign PR author as assignee :pr:`477`
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* ``fit()`` and ``predict()`` now use an optional ``objective`` parameter, which is only used in binary classification pipelines to fit for a specific objective.
* ``score()`` will now use a required ``objectives`` parameter that is used to determine all the objectives to score on. This differs from the previous behavior, where the pipeline's objective was scored on regardless.
* ``score()`` will now return one dictionary of all objective scores.
* ``ROC`` and ``ConfusionMatrix`` plot methods via ``Auto(*).plot`` have been removed by :pr:`615` and are replaced by ``roc_curve`` and ``confusion_matrix`` in `evamlm.pipelines.plot_utils`` in :pr:`696`
* ``normalize_confusion_matrix`` has been moved to ``evalml.pipelines.plot_utils`` :pr:`696`
* ``ROC`` and ``ConfusionMatrix`` plot methods via ``Auto(*).plot`` have been removed by :pr:`615` and are replaced by ``roc_curve`` and ``confusion_matrix`` in `evamlm.pipelines.plot_utils`` in :pr:`704`
* ``normalize_confusion_matrix`` has been moved to ``evalml.pipelines.plot_utils`` :pr:`704`
* Pipelines ``_name`` field changed to ``custom_name``
* Pipelines ``supported_problem_types`` field is removed because it is no longer necessary :pr:`678`
* `pipeline.feature_importance_graph` has been renamed to `pipeline.graph_feature_importances` in :pr:`700`
* Removed unsupported ``MSLE`` objective :pr:`696`
* Removed unsupported ``MSLE`` objective :pr:`704`


**v0.8.0 Apr. 1, 2020**
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