Library/auto-sklearn
Library/auto-sklearnForked

automl/auto-sklearn

auto-sklearn

Automated Machine Learning with scikit-learn

Builder

automl

automl

automl • individual

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8,078

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1,323

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Created

Jul 2, 2015

Project creation date

README Summary

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.

AI Dev Skills

Unmapped

Automated Machine Learning (AutoML)Hyperparameter OptimizationAlgorithm SelectionMeta-learningBayesian OptimizationEnsemble LearningFeature Engineering AutomationModel SelectionCross-validation Strategies

Tags

Automated Machine Learning (AutoML)Hyperparameter OptimizationAlgorithm SelectionMeta-learningBayesian OptimizationEnsemble LearningFeature Engineering AutomationModel SelectionCross-validation StrategiesAutomated Regression AnalysisAutomated Machine LearningRapid Prototyping for ML ProjectsAlgorithm BenchmarkingDemocratization of AIHyperparameter Space ExplorationTabularLocal DevelopmentAutomated Classification TasksNo-code/Low-code MLSelf-hostedNon-expert Machine LearningCloudBaseline Model GenerationPython

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Recent Activity

Updated 2 months ago

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Dev Tools & AutomationPrimaryEvals & BenchmarkingOther AI / MLModel TrainingRobotics

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Developer Platform

Languages

Python100.0%

Timeline

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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