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sktime/sktime

sktime

A unified framework for machine learning with time series

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sktime

sktime

sktime • individual

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Created

Nov 6, 2018

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README Summary

sktime is a comprehensive Python library that provides a unified framework for machine learning with time series data. It offers tools for time series classification, regression, clustering, annotation, and forecasting with a scikit-learn compatible API. The library aims to make time series analysis more accessible by providing modular, interoperable, and extensible tools for researchers and practitioners.

AI Dev Skills

Unmapped

Time Series ForecastingTime Series ClassificationTime Series ClusteringTime Series RegressionStatistical Time Series AnalysisDeep Learning for Time SeriesFeature Engineering for Time SeriesModel Selection and EvaluationPipeline Design and OrchestrationEnsemble MethodsProbabilistic ForecastingMultivariate Time Series Analysis

Tags

Time Series ForecastingTime Series ClassificationTime Series ClusteringTime Series RegressionStatistical Time Series AnalysisDeep Learning for Time SeriesFeature Engineering for Time SeriesModel Selection and EvaluationPipeline Design and OrchestrationEnsemble MethodsProbabilistic ForecastingMultivariate Time Series AnalysisAnomaly Detection in Time SeriesManufacturingSales ForecastingProbabilistic Machine LearningCloud APIStock Price ForecastingTransportationJupyter NotebooksCapacity PlanningOn-premiseTabularFinancial Risk AssessmentHealthcareRetailTelecommunicationsEnergy Consumption PredictionEnsemble LearningTransfer Learning for Time SeriesPredictive MaintenanceSeasonal Trend AnalysisTime SeriesFinanceSelf-hostedAutoMLMedical Time Series AnalysisEnergyDemand ForecastingPython

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Updated 24 days ago

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production
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high
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production

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MLOps & InfrastructurePrimaryEvals & BenchmarkingML Platform & InfrastructureData Science & AnalyticsHealthcare & BiologyFinance & LegalOther AI / MLAI Agents

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Nov 6, 2018
Forked
Mar 22, 2026
Your last push
24 days ago
Upstream last push
8 days ago
Tracked since
Mar 21, 2026

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