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scikit-learn

scikit-learn: machine learning in Python

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scikit-learn

scikit-learn

scikit-learn • individual

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Created

Aug 17, 2010

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README Summary

Scikit-learn is a comprehensive machine learning library for Python that provides simple and efficient tools for data mining and data analysis. It features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with NumPy and SciPy.

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Supervised LearningUnsupervised LearningClassification AlgorithmsRegression AnalysisClustering MethodsDimensionality ReductionFeature SelectionFeature EngineeringCross-validationModel SelectionEnsemble MethodsSupport Vector MachinesRandom ForestGradient BoostingPrincipal Component AnalysisK-Means ClusteringDecision TreesLinear RegressionLogistic RegressionNeural Networks (MLPs)Data PreprocessingModel EvaluationHyperparameter Tuning

Tags

Supervised LearningUnsupervised LearningClassification AlgorithmsRegression AnalysisClustering MethodsDimensionality ReductionFeature SelectionFeature EngineeringCross-validationModel SelectionEnsemble MethodsSupport Vector MachinesRandom ForestGradient BoostingPrincipal Component AnalysisK-Means ClusteringDecision TreesLinear RegressionLogistic RegressionNeural Networks (MLPs)Data PreprocessingModel EvaluationHyperparameter TuningTabularA/B Testing AnalysisTime Series ForecastingAnomaly DetectionInterpretable AICloud APIClassical Machine LearningJupyter NotebooksTextText ClassificationRecommendation SystemsPredictive AnalyticsAutoML FoundationsFeature Importance AnalysisOn-premisePattern RecognitionMarket Basket AnalysisFraud DetectionImageStatistical ModelingData MiningImage ClassificationSelf-hostedCustomer SegmentationPython

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Updated 27 days ago

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production
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high
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Categories

Dev Tools & AutomationPrimaryIndustry: FinTechEvals & BenchmarkingNLP & TextData Science & AnalyticsComputer VisionRoboticsFinance & LegalOther AI / ML

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Languages

Python100.0%

Timeline

Project created
Aug 17, 2010
Forked
Mar 14, 2026
Your last push
27 days ago
Upstream last push
7 days ago
Tracked since
Mar 17, 2026

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