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aeon 0.4.0 documentation
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Using aeon

  • Installation
  • Getting Started
  • API Reference
    • Base
      • BaseObject
      • BaseEstimator
    • Forecasting
      • BaseForecaster
      • ForecastingHorizon
      • make_pipeline
      • TransformedTargetForecaster
      • ForecastingPipeline
      • ColumnEnsembleForecaster
      • MultiplexForecaster
      • ForecastX
      • ForecastByLevel
      • Permute
      • HierarchyEnsembleForecaster
      • make_reduction
      • DirectTabularRegressionForecaster
      • DirectTimeSeriesRegressionForecaster
      • MultioutputTabularRegressionForecaster
      • MultioutputTimeSeriesRegressionForecaster
      • RecursiveTabularRegressionForecaster
      • RecursiveTimeSeriesRegressionForecaster
      • DirRecTabularRegressionForecaster
      • DirRecTimeSeriesRegressionForecaster
      • NaiveForecaster
      • SquaringResiduals
      • NaiveVariance
      • ConformalIntervals
      • BaggingForecaster
      • TrendForecaster
      • PolynomialTrendForecaster
      • STLForecaster
      • ExponentialSmoothing
      • AutoETS
      • ThetaForecaster
      • Croston
      • AutoARIMA
      • ARIMA
      • StatsForecastAutoARIMA
      • SARIMAX
      • VAR
      • VARMAX
      • BATS
      • TBATS
      • Prophet
      • UnobservedComponents
      • DynamicFactor
      • EnsembleForecaster
      • AutoEnsembleForecaster
      • StackingForecaster
      • ReconcilerForecaster
      • OnlineEnsembleForecaster
      • NormalHedgeEnsemble
      • NNLSEnsemble
      • UpdateEvery
      • UpdateRefitsEvery
      • DontUpdate
      • ForecastingGridSearchCV
      • ForecastingRandomizedSearchCV
      • evaluate
      • CutoffSplitter
      • SingleWindowSplitter
      • SlidingWindowSplitter
      • ExpandingWindowSplitter
      • temporal_train_test_split
    • Time series classification
      • Arsenal
      • RocketClassifier
      • CNNClassifier
      • FCNClassifier
      • MLPClassifier
      • InceptionTimeClassifier
      • IndividualInceptionClassifier
      • TapNetClassifier
      • BOSSEnsemble
      • ContractableBOSS
      • IndividualBOSS
      • IndividualTDE
      • MUSE
      • TemporalDictionaryEnsemble
      • WEASEL
      • WEASEL_V2
      • ElasticEnsemble
      • KNeighborsTimeSeriesClassifier
      • ShapeDTW
      • Catch22Classifier
      • FreshPRINCEClassifier
      • MatrixProfileClassifier
      • SignatureClassifier
      • SummaryClassifier
      • TSFreshClassifier
      • HIVECOTEV1
      • HIVECOTEV2
      • SupervisedTimeSeriesForest
      • TimeSeriesForestClassifier
      • RandomIntervalClassifier
      • ShapeletTransformClassifier
      • MrSQMClassifier
      • RDSTClassifier
      • ContinuousIntervalTree
      • RotationForestClassifier
      • ProbabilityThresholdEarlyClassifier
      • TEASER
      • IndividualOrdinalTDE
      • OrdinalTDE
      • histogram_intersection
      • ClassifierPipeline
      • ChannelEnsembleClassifier
      • SklearnClassifierPipeline
      • WeightedEnsembleClassifier
      • BaseClassifier
      • DummyClassifier
      • BaseDeepClassifier
      • BaseEarlyClassifier
    • Time series regression
      • RocketRegressor
      • CNNRegressor
      • TapNetRegressor
      • InceptionTimeRegressor
      • IndividualInceptionRegressor
      • KNeighborsTimeSeriesRegressor
      • DummyRegressor
      • FreshPRINCERegressor
      • TimeSeriesForestRegressor
      • RotationForestRegressor
      • BaseRegressor
      • BaseDeepRegressor
    • Time series clustering
      • TimeSeriesKMeans
      • TimeSeriesKMedoids
      • TimeSeriesKShapes
      • TimeSeriesKernelKMeans
      • TimeSeriesCLARA
      • TimeSeriesCLARANS
      • BaseClusterer
      • TimeSeriesLloyds
    • Time series distances
      • dtw_distance
      • dtw_pairwise_distance
      • dtw_cost_matrix
      • dtw_alignment_path
      • twe_distance
      • twe_pairwise_distance
      • twe_alignment_path
      • twe_cost_matrix
      • ddtw_distance
      • ddtw_pairwise_distance
      • ddtw_alignment_path
      • ddtw_cost_matrix
      • wdtw_distance
      • wdtw_pairwise_distance
      • wdtw_cost_matrix
      • wdtw_alignment_path
      • wddtw_distance
      • wddtw_pairwise_distance
      • wddtw_alignment_path
      • wddtw_cost_matrix
      • lcss_distance
      • lcss_pairwise_distance
      • lcss_alignment_path
      • lcss_cost_matrix
      • erp_distance
      • erp_pairwise_distance
      • erp_alignment_path
      • erp_cost_matrix
      • edr_distance
      • edr_pairwise_distance
      • edr_alignment_path
      • edr_cost_matrix
      • distance
      • pairwise_distance
      • alignment_path
      • cost_matrix
      • get_cost_matrix_function
      • get_distance_function
      • get_pairwise_distance_function
      • get_alignment_path_function
    • Time series transformations
      • TransformerPipeline
      • FeatureUnion
      • ColumnwiseTransformer
      • FitInTransform
      • MultiplexTransformer
      • OptionalPassthrough
      • InvertTransform
      • Id
      • YtoX
      • ColumnTransformer
      • FunctionTransformer
      • Tabularizer
      • TimeBinner
      • TabularToSeriesAdaptor
      • PandasTransformAdaptor
      • SummaryTransformer
      • WindowSummarizer
      • DerivativeSlopeTransformer
      • PlateauFinder
      • RandomIntervalFeatureExtractor
      • FittedParamExtractor
      • ShapeletTransform
      • RandomShapeletTransform
      • RandomDilatedShapeletTransform
      • Rocket
      • MiniRocket
      • MiniRocketMultivariate
      • MiniRocketMultivariateVariable
      • DWTTransformer
      • MatrixProfile
      • PAA
      • SFA
      • SAX
      • SignatureTransformer
      • TSFreshRelevantFeatureExtractor
      • TSFreshFeatureExtractor
      • Catch22
      • Lag
      • BoxCoxTransformer
      • LogTransformer
      • ScaledLogitTransformer
      • CosineTransformer
      • ExponentTransformer
      • SqrtTransformer
      • Detrender
      • Deseasonalizer
      • ConditionalDeseasonalizer
      • STLTransformer
      • ClearSky
      • BKFilter
      • Filter
      • KalmanFilterTransformer
      • ThetaLinesTransformer
      • Differencer
      • SlopeTransformer
      • TimeBinAggregate
      • TSInterpolator
      • IntervalSegmenter
      • RandomIntervalSegmenter
      • Imputer
      • DateTimeFeatures
      • TimeSince
      • FourierFeatures
      • AutoCorrelationTransformer
      • PartialAutoCorrelationTransformer
      • MatrixProfileTransformer
      • HOG1DTransformer
      • ColumnConcatenator
      • InvertAugmenter
      • RandomSamplesAugmenter
      • ReverseAugmenter
      • WhiteNoiseAugmenter
      • FeatureSelection
      • ElbowClassSum
      • ElbowClassPairwise
      • ColumnSelect
      • IndexSubset
      • PaddingTransformer
      • TruncationTransformer
      • PCATransformer
      • STLBootstrapTransformer
      • MovingBlockBootstrapTransformer
      • HampelFilter
      • ClaSPTransformer
      • Aggregator
      • Reconciler
    • Time series annotation
      • ClaSPSegmentation
      • EAgglo
      • GaussianHMM
      • GMMHMM
      • GreedyGaussianSegmentation
      • HMM
      • InformationGainSegmentation
      • PoissonHMM
      • STRAY
      • PyODAnnotator
    • Datasets
      • load_classification
      • load_forecasting
      • load_regression
      • load_from_tsfile
      • load_from_tsf_file
      • load_from_arff_file
      • load_from_tsv_file
      • download_all_regression
      • write_to_tsfile
      • write_results_to_uea_format
      • load_airline
      • load_arrow_head
      • load_gunpoint
      • load_osuleaf
      • load_italy_power_demand
      • load_basic_motions
      • load_japanese_vowels
      • load_shampoo_sales
      • load_longley
      • load_lynx
      • load_acsf1
      • load_uschange
      • load_macroeconomic
      • load_solar
    • Deployment and MLOps
      • get_default_pip_requirements
      • get_default_conda_env
      • save_model
      • log_model
      • load_model
    • Utility functions
      • convert_to
      • convert
      • check_raise
      • check_is_mtype
      • check_is_scitype
      • mtype
      • scitype
      • mtype_to_scitype
      • scitype_to_mtype
      • make_pipeline
      • sklearn_to_aeon
      • all_estimators
      • all_tags
      • check_tag_is_valid
      • plot_series
      • plot_lags
      • plot_correlations
      • check_estimator
    • Exceptions
      • NotEvaluatedError
      • NotFittedError
      • FitFailedWarning
    • Performance metrics
      • MeanAbsoluteScaledError
      • MedianAbsoluteScaledError
      • MeanSquaredScaledError
      • MedianSquaredScaledError
      • MeanAbsoluteError
      • MeanSquaredError
      • MedianAbsoluteError
      • MedianSquaredError
      • GeometricMeanAbsoluteError
      • GeometricMeanSquaredError
      • MeanAbsolutePercentageError
      • MedianAbsolutePercentageError
      • MeanSquaredPercentageError
      • MedianSquaredPercentageError
      • MeanRelativeAbsoluteError
      • MedianRelativeAbsoluteError
      • GeometricMeanRelativeAbsoluteError
      • GeometricMeanRelativeSquaredError
      • MeanAsymmetricError
      • MeanLinexError
      • RelativeLoss
      • make_forecasting_scorer
      • mean_absolute_scaled_error
      • median_absolute_scaled_error
      • mean_squared_scaled_error
      • median_squared_scaled_error
      • mean_absolute_error
      • mean_squared_error
      • median_absolute_error
      • median_squared_error
      • geometric_mean_absolute_error
      • geometric_mean_squared_error
      • mean_absolute_percentage_error
      • median_absolute_percentage_error
      • mean_squared_percentage_error
      • median_squared_percentage_error
      • mean_relative_absolute_error
      • median_relative_absolute_error
      • geometric_mean_relative_absolute_error
      • geometric_mean_relative_squared_error
      • mean_asymmetric_error
      • mean_linex_error
      • relative_loss
      • count_error
      • hausdorff_error
      • prediction_ratio
  • Examples

Developing aeon

  • Get Involved
    • How to contribute
      • Enhancement Proposals
      • Reporting bugs
      • Reviewer Guide
    • Code of Conduct
    • Governance
  • Development
    • Developer Guide
      • Developer Installation
      • Git and GitHub workflow
      • Continuous integration
      • Coding standards
      • Implementing Estimators
      • Adding a New Dataset
      • Deprecation
      • Dependencies
      • Developing Documentation
      • aeon testing framework overview
      • Releases

The aeon team

  • Contributors
  • About us

Other

  • Glossary of Common Terms
  • Changelog
  • Related Software
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Changelog#

All notable changes to this project will be documented in this file. The format is based on Keep a Changelog and we adhere to Semantic Versioning. The source code for all releases is available on GitHub.

To stay up-to-date with aeon releases, subscribe to aeon here or follow us on Twitter.

For upcoming changes and next releases, see our milestones. For our long-term plan, see our roadmap.

  • Version 0.4.0

  • Version 0.3.0

  • Version 0.2.0

  • Version 0.1.0

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