AutoSKLearn

Automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.

github.com/automl/auto-sklearn
AutoSKLearn homepage screenshot

About AutoSKLearn

AutoSKLearn is an open-source automated machine learning toolkit that works as a drop-in replacement for a scikit-learn estimator. It includes AutoSklearnClassifier, which uses fit with training data and predict on test data.

Key features

  • Drop-in replacement for a scikit-learn estimator
  • AutoSklearnClassifier with fit and predict methods
  • Python usage with training and test data
Best for: Python users of scikit-learn who want an automated estimator.
Good for
  • Drop-in replacement for scikit-learn estimator workflow
  • Open source under BSD-3-Clause license
  • Includes code example for classifier use

AutoSKLearn at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Yes · Source code
Language
English
Last checked
Oct 5, 2026 · Online when checked
Listed
Oct 5, 2026

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