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Can Autosklearn handle Multi-Class/Multi-Label Classification and which classifiers will it use?

documentationSomething to be documentedSomething to be documented

Good first issue

question

Status: Open.

#1429 In automl/auto-sklearn;

· asmgx opened on Mar 25, 2022

Accuracy of autosklearn can be improved with Intel® Extension for Scikit-learn

documentationSomething to be documentedSomething to be documented

Status: Open.

#1171 In automl/auto-sklearn;

· PivovarA opened on Jul 8, 2021

Update SGD regressor loss values for scikit learn 1.0

maintenanceInternal maintenanceInternal maintenance

Status: Open.

#1334 In automl/auto-sklearn;

· eddiebergman opened on Dec 7, 2021

Update SMAC, Configspace, scitkit-learn

maintenanceInternal maintenanceInternal maintenance

Status: Open.

#1509 In automl/auto-sklearn;

· eddiebergman opened on Jun 14, 2022

<code>predict_proba</code> in classifier estimators is doing needless assertions

enhancementA new improvement or featureA new improvement or feature

Status: Open.

#1529 In automl/auto-sklearn;

· eddiebergman opened on Jun 23, 2022

Code intrsospection into autosklearn components

enhancementA new improvement or featureA new improvement or feature

Status: Open (in progress).

automl/auto-sklearnnumber 1530

#1530 In automl/auto-sklearn;

· eddiebergman opened on Jun 24, 2022

How can I get/export a production model from a trained model (after refit) with autosklearn?

enhancementA new improvement or featureA new improvement or feature

question

Status: Open.

#1467 In automl/auto-sklearn;

· seraus opened on May 10, 2022

Type estimators

maintenanceInternal maintenanceInternal maintenance

Status: Open (in progress).

automl/auto-sklearnnumber 1542

#1542 In automl/auto-sklearn;

· eddiebergman opened on Jul 16, 2022

[Question] How can I make sure AutoSklearn is always using StandardScaler for feature preprocessing?

question

Status: Open.

#1548 In automl/auto-sklearn;

· LeSasse opened on Jul 26, 2022

AutoSklearn2Classifier.fit() contains metric

maintenanceInternal maintenanceInternal maintenance

Status: Open.

#1585 In automl/auto-sklearn;

· tornede opened on Sep 14, 2022

ThirdPartyComponents.add_component check for explicit base class results in redundant inheritance

bug

Status: Open.

#1604 In automl/auto-sklearn;

· AmirAlavi opened on Nov 6, 2022

[Question] Is it possible to use Scikit-learn version &gt;=1.1.1

dependenciesPull requests that update a dependency filePull requests that update a dependency file

enhancementA new improvement or featureA new improvement or feature

Status: Open.

#1597 In automl/auto-sklearn;

· ennodepenno opened on Oct 12, 2022