automl/auto-sklearn
auto-sklearn
Automated Machine Learning with scikit-learn
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automl
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Jul 2, 2015
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Auto-sklearn is an automated machine learning toolkit that builds on scikit-learn to automatically find the best machine learning pipeline for a given dataset. It uses Bayesian optimization, meta-learning, and ensemble construction to efficiently search through machine learning algorithms and their hyperparameters. The library provides a drop-in replacement for scikit-learn estimators with automatic feature preprocessing, algorithm selection, and hyperparameter tuning.
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- Project created
- Jul 2, 2015
- Forked
- Mar 22, 2026
- Your last push
- 2 months ago
- Upstream last push
- 2 months ago
- Tracked since
- Jan 20, 2026
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