Estimator Overview#

The table below gives an overview of all estimators in sktime.


Class Name

Estimator Type

Authors

Maintainers

ARCH

forecaster

Vasudeva-bit

Vasudeva-bit

ARDL

forecaster

kcc-lion

kcc-lion

ARIMA

forecaster

mloning, hyang1996, fkiraly & ilkersigirci

hyang1996

AggrDist

transformer-pairwise-panel

fkiraly

sktime developers

Aggregator

transformer

ciaran-g

ciaran-g

AlignerDTW

aligner

fkiraly

sktime developers

AlignerDTWfromDist

aligner

sktime developers

sktime developers

AlignerDtwNumba

aligner

chrisholder, TonyBagnall & fkiraly

sktime developers

AlignerEditNumba

aligner

chrisholder, TonyBagnall & fkiraly

sktime developers

AlignerLuckyDtw

aligner

fkiraly & Krisztian A Buza

sktime developers

AlignerNaive

aligner

fkiraly

sktime developers

Arsenal

classifier

MatthewMiddlehurst & kachayev

kachayev

AutoARIMA

forecaster

mloning, hyang1996, fkiraly & ilkersigirci

hyang1996

AutoCorrelationTransformer

transformer

afzal442

afzal442

AutoETS

forecaster

hyang1996

hyang1996

AutoEnsembleForecaster

forecaster

mloning, GuzalBulatova, aiwalter, RNKuhns & AnH0ang

sktime developers

AutoREG

forecaster

jonathanbechtel, mgazian000 & CTFallon

jonathanbechtel, mgazian000 & CTFallon

BATS

forecaster

mloning, aiwalter, k1m190r & fkiraly

sktime developers

BKFilter

transformer

klam-data, pyyim & mgorlin

klam-data

BOSSEnsemble

classifier

MatthewMiddlehurst & patrickzib

sktime developers

BaggingClassifier

classifier

fkiraly

sktime developers

BaggingForecaster

forecaster

ltsaprounis

sktime developers

BoxCoxTransformer

transformer

mloning, aiwalter & fkiraly

sktime developers

CFFilter

transformer

ken-maeda

ken-maeda

CNNClassifier

classifier

James-Large & TonyBagnall

James-Large

CNNNetwork

network

sktime developers

sktime developers

CNNRegressor

regressor

AurumnPegasus & achieveordie

AurumnPegasus & achieveordie

CNTCClassifier

classifier

James-Large, Withington, TonyBagnall & AurumnPegasus

James-Large, Withington & AurumnPegasus

CNTCNetwork

network

James-Large, Withington, TonyBagnall & AurumnPegasus

James-Large, Withington & AurumnPegasus

CNTCRegressor

regressor

James-Large, Withington, TonyBagnall & AurumnPegasus

James-Large, Withington, AurumnPegasus & nilesh05apr

CRPS

metric

sktime developers

sktime developers

CanonicalIntervalForest

classifier

MatthewMiddlehurst

sktime developers

Catch22

transformer

julnow & MatthewMiddlehurst

sktime developers

Catch22Classifier

classifier

MatthewMiddlehurst, RavenRudi & fkiraly

RavenRudi

Catch22Wrapper

transformer

MatthewMiddlehurst & fkiraly

benfulcher

ClaSPSegmentation

series-annotator

sktime developers

sktime developers

ClaSPTransformer

transformer

ermshaua & patrickzib

ermshaua

ClassifierPipeline

classifier

fkiraly

sktime developers

ClearSky

transformer

ciaran-g

ciaran-g

ClustererPipeline

clusterer

fkiraly

sktime developers

ColumnConcatenator

transformer

sktime developers

sktime developers

ColumnEnsembleClassifier

classifier

abostrom

sktime developers

ColumnEnsembleForecaster

forecaster

GuzalBulatova, mloning & fkiraly

sktime developers

ColumnEnsembleTransformer

transformer

fkiraly & mloning

sktime developers

ColumnSelect

transformer

sktime developers

sktime developers

ColumnTransformer

transformer

mloning, sajaysurya & fkiraly

sktime developers

ColumnwiseTransformer

transformer

sktime developers

sktime developers

CombinedDistance

transformer-pairwise-panel

fkiraly

sktime developers

ComposableTimeSeriesForestClassifier

classifier

mloning & AyushmaanSeth

AyushmaanSeth

ComposableTimeSeriesForestRegressor

regressor

sktime developers

sktime developers

ConditionalDeseasonalizer

transformer

mloning, eyalshafran & aiwalter

sktime developers

ConformalIntervals

forecaster

fkiraly & bethrice44

sktime developers

ConstantPwTrafoPanel

transformer-pairwise-panel

fkiraly

sktime developers

ConstraintViolation

metric

sktime developers

sktime developers

ContractableBOSS

classifier

MatthewMiddlehurst & BINAYKUMAR943

BINAYKUMAR943

CosineTransformer

transformer

afzal442

afzal442

CountryHolidaysTransformer

transformer

yarnabrina

yarnabrina

Croston

forecaster

Riyabelle25

Riyabelle25

CtwDistTslearn

transformer-pairwise-panel

fkiraly

sktime developers

CurveFitForecaster

forecaster

benheid

benheid

CutoffFhSplitter

splitter

sktime developers

sktime developers

CutoffSplitter

splitter

sktime developers

sktime developers

DOBIN

transformer

KatieBuc

sktime developers

DWTTransformer

transformer

vnicholson1

sktime developers

DateTimeFeatures

transformer

danbartl, KishManani & VyomkeshVyas

VyomkeshVyas

DerivativeSlopeTransformer

transformer

sktime developers

sktime developers

Deseasonalizer

transformer

mloning, eyalshafran & aiwalter

sktime developers

Detrender

transformer

mloning, SveaMeyer13, KishManani & fkiraly

SveaMeyer13 & KishManani

Differencer

transformer

RNKuhns, fkiraly & benheid

sktime developers

DilationMappingTransformer

transformer

fspinna

fspinna

DirRecTabularRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

DirRecTimeSeriesRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

DirectReductionForecaster

forecaster

fkiraly

sktime developers

DirectTabularRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

DirectTimeSeriesRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

DistFromAligner

transformer-pairwise-panel

fkiraly

sktime developers

DistFromKernel

transformer-pairwise-panel

fkiraly

sktime developers

DistanceFeatures

transformer

fkiraly

sktime developers

DontUpdate

forecaster

fkiraly

sktime developers

DrCIF

classifier

MatthewMiddlehurst

sktime developers

DropNA

transformer

hliebert

hliebert

DtwDist

transformer-pairwise-panel

chrisholder, TonyBagnall & fkiraly

sktime developers

DtwDistTslearn

transformer-pairwise-panel

fkiraly

sktime developers

DtwPythonDist

transformer-pairwise-panel

fkiraly

sktime developers

DummyClassifier

classifier

ZiyaoWei

ZiyaoWei

DummyRegressor

regressor

badrmarani

badrmarani

DynamicFactor

forecaster

Ris-Bali & lbventura

Ris-Bali & lbventura

EAgglo

transformer

sktime developers

sktime developers

EditDist

transformer-pairwise-panel

chrisholder, TonyBagnall & fkiraly

sktime developers

ElasticEnsemble

classifier

jasonlines & TonyBagnall

sktime developers

ElbowClassPairwise

transformer

sktime developers

sktime developers

ElbowClassSum

transformer

haskarb, a-pasos-ruiz, TonyBagnall & fkiraly

haskarb

Empirical

distribution

fkiraly

sktime developers

EmpiricalCoverage

metric

sktime developers

sktime developers

EnsembleForecaster

forecaster

mloning, GuzalBulatova, aiwalter, RNKuhns & AnH0ang

sktime developers

ExpandingGreedySplitter

splitter

sktime developers

sktime developers

ExpandingWindowSplitter

splitter

sktime developers

sktime developers

ExponentTransformer

transformer

RNKuhns

sktime developers

ExponentialSmoothing

forecaster

mloning & big-o

ciaran-g

FCNClassifier

classifier

James-Large & AurumnPegasus

James-Large & AurumnPegasus

FCNNetwork

network

sktime developers

sktime developers

FCNRegressor

regressor

James-Large & AurumnPegasus

James-Large, AurumnPegasus & nilesh05apr

FallbackForecaster

forecaster

ninedigits & RikStarmans

ninedigits

FeatureSelection

transformer

aiwalter

sktime developers

FeatureUnion

transformer

fkiraly & mloning

sktime developers

FhPlexForecaster

forecaster

fkiraly

sktime developers

Filter

transformer

sveameyer13

sktime developers

FinancialHolidaysTransformer

transformer

yarnabrina

yarnabrina

FitInTransform

transformer

aiwalter & fkiraly

sktime developers

FittedParamExtractor

transformer

sktime developers

sktime developers

FixedParams

param_est

fkiraly

sktime developers

FlatDist

transformer-pairwise-panel

fkiraly

sktime developers

ForecastByLevel

forecaster

fkiraly

sktime developers

ForecastKnownValues

forecaster

fkiraly

sktime developers

ForecastX

forecaster

fkiraly, benheid & yarnabrina

sktime developers

ForecastingGridSearchCV

forecaster

mloning, fkiraly & aiwalter

sktime developers

ForecastingPipeline

forecaster

mloning, fkiraly & aiwalter

sktime developers

ForecastingRandomizedSearchCV

forecaster

mloning, fkiraly & aiwalter

sktime developers

ForecastingSkoptSearchCV

forecaster

HazrulAkmal

HazrulAkmal

FourierFeatures

transformer

ltsaprounis & blazingbhavneek

sktime developers

FourierTransform

transformer

sktime developers

sktime developers

FreshPRINCE

classifier

MatthewMiddlehurst

sktime developers

FunctionParamFitter

param_est

tpvasconcelos

tpvasconcelos

FunctionTransformer

transformer

BoukePostma

sktime developers

GAKernel

transformer-pairwise-panel

fkiraly

sktime developers

GMMHMM

series-annotator

sktime developers

sktime developers

GaussianHMM

series-annotator

sktime developers

sktime developers

GeometricMeanAbsoluteError

metric

sktime developers

sktime developers

GeometricMeanRelativeAbsoluteError

metric

sktime developers

sktime developers

GeometricMeanRelativeSquaredError

metric

sktime developers

sktime developers

GeometricMeanSquaredError

metric

sktime developers

sktime developers

GreedyGaussianSegmentation

series-annotator

sktime developers

sktime developers

HCrystalBallAdapter

forecaster

MichalChromcak

MichalChromcak

HIVECOTEV1

classifier

MatthewMiddlehurst

sktime developers

HIVECOTEV2

classifier

MatthewMiddlehurst

sktime developers

HMM

series-annotator

sktime developers

sktime developers

HOG1DTransformer

transformer

vnicholson1

sktime developers

HPFilter

transformer

ken_maeda

ken_maeda

HampelFilter

transformer

aiwalter

sktime developers

Hidalgo

transformer

KatieBuc

sktime developers

HierarchyEnsembleForecaster

forecaster

VyomkeshVyas

VyomkeshVyas

HolidayFeatures

transformer

mloning & VyomkeshVyas

VyomkeshVyas

Id

transformer

fkiraly

sktime developers

IgnoreX

forecaster

sktime developers

sktime developers

Imputer

transformer

aiwalter

sktime developers

InceptionTimeClassifier

classifier

james-large

james-large

InceptionTimeNetwork

network

sktime developers

sktime developers

InceptionTimeRegressor

regressor

james-large

james-large & niles05apr

IndepDist

transformer-pairwise-panel

fkiraly

sktime developers

IndexSubset

transformer

fkiraly

sktime developers

IndividualBOSS

classifier

MatthewMiddlehurst & patrickzib

sktime developers

IndividualTDE

classifier

MatthewMiddlehurst

sktime developers

InformationGainSegmentation

object

sktime developers

sktime developers

IntervalSegmenter

transformer

mloning

sktime developers

InvertAugmenter

transformer

MrPr3ntice, MFehsenfeld & iljamaurer

MrPr3ntice, MFehsenfeld & iljamaurer

InvertTransform

transformer

fkiraly

sktime developers

IxToX

transformer

fkiraly

sktime developers

KNeighborsTimeSeriesClassifier

classifier

jasonlines, TonyBagnall, chrisholder & fkiraly

sktime developers

KNeighborsTimeSeriesClassifierPyts

classifier

fkiraly

sktime developers

KNeighborsTimeSeriesClassifierTslearn

classifier

fkiraly

sktime developers

KNeighborsTimeSeriesRegressor

regressor

fkiraly

sktime developers

KalmanFilterTransformerFP

transformer

NoaBenAmi & lielleravid

NoaBenAmi

KalmanFilterTransformerPK

transformer

NoaBenAmi & lielleravid

NoaBenAmi

KernelFromDist

transformer-pairwise-panel

fkiraly

sktime developers

KinematicFeatures

transformer

fkiraly

sktime developers

LSTMFCNClassifier

classifier

jnrusson1 & solen0id

jnrusson1 & solen0id

LSTMFCNNetwork

network

sktime developers

sktime developers

LSTMFCNRegressor

regressor

jnrusson1 & solen0id

jnrusson1, solen0id & nilesh05apr

LTSFDLinearForecaster

forecaster

sktime developers

sktime developers

LTSFLinearForecaster

forecaster

luca-miniati

luca-miniati

LTSFNLinearForecaster

forecaster

sktime developers

sktime developers

Lag

transformer

fkiraly

sktime developers

Laplace

distribution

fkiraly

sktime developers

LcssTslearn

transformer-pairwise-panel

fkiraly

sktime developers

LogLoss

metric

sktime developers

sktime developers

LogTransformer

transformer

sktime developers

sktime developers

LuckyDtwDist

transformer-pairwise-panel

fkiraly & Kristian A Buza

sktime developers

MACNNClassifier

classifier

jnrusson1

jnrusson1

MACNNNetwork

network

sktime developers

sktime developers

MACNNRegressor

regressor

jnrusson1

jnrusson1 & nilesh05apr

MCDCNNClassifier

classifier

james-large

james-large

MCDCNNNetwork

network

sktime developers

sktime developers

MCDCNNRegressor

regressor

James-Large

sktime developers

MLPClassifier

classifier

James-Large & AurumnPegasus

James-Large & AurumnPegasus

MLPNetwork

network

sktime developers

sktime developers

MLPRegressor

regressor

James-Large & AurumnPegasus

James-Large, AurumnPegasus & nilesh05apr

MSTL

transformer

luca-miniati

luca-miniati

MUSE

classifier

patrickzib & BINAYKUMAR943

BINAYKUMAR943

MatrixProfile

transformer

Claudia Rincon Sanchez

sktime developers

MatrixProfileClassifier

classifier

MatthewMiddlehurst

sktime developers

MatrixProfileTransformer

transformer

mloning

sktime developers

MeanAbsoluteError

metric

sktime developers

sktime developers

MeanAbsolutePercentageError

metric

sktime developers

sktime developers

MeanAbsoluteScaledError

metric

sktime developers

sktime developers

MeanAsymmetricError

metric

sktime developers

sktime developers

MeanLinexError

metric

sktime developers

sktime developers

MeanRelativeAbsoluteError

metric

sktime developers

sktime developers

MeanSquaredError

metric

sktime developers

sktime developers

MeanSquaredPercentageError

metric

sktime developers

sktime developers

MeanSquaredScaledError

metric

sktime developers

sktime developers

MedianAbsoluteError

metric

sktime developers

sktime developers

MedianAbsolutePercentageError

metric

sktime developers

sktime developers

MedianAbsoluteScaledError

metric

sktime developers

sktime developers

MedianRelativeAbsoluteError

metric

sktime developers

sktime developers

MedianSquaredError

metric

sktime developers

sktime developers

MedianSquaredPercentageError

metric

sktime developers

sktime developers

MedianSquaredScaledError

metric

sktime developers

sktime developers

Merger

transformer

benHeid

benHeid

MiniRocket

transformer

angus924

angus924

MiniRocketMultivariate

transformer

angus924

angus924

MiniRocketMultivariateVariable

transformer

angus924 & michaelfeil

angus924 & michaelfeil

MovingBlockBootstrapTransformer

transformer

sktime developers

sktime developers

MrSEQL

classifier

lnthach, heerme & fkiraly

lnthach, heerme & fkiraly

MrSQM

classifier

lnthach, heerme & fkiraly

lnthach, heerme & fkiraly

MultiRocket

transformer

ChangWeiTan, fstinner & angus924

ChangWeiTan, fstinner & angus924

MultiRocketMultivariate

transformer

ChangWeiTan, fstinner & angus924

ChangWeiTan, fstinner & angus924

MultioutputTabularRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

MultioutputTimeSeriesRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

MultiplexClassifier

classifier

fkiraly

sktime developers

MultiplexForecaster

forecaster

kkoralturk, aiwalter, fkiraly & miraep8

sktime developers

MultiplexRegressor

regressor

ksharma6

sktime developers

MultiplexTransformer

transformer

miraep8 & fkiraly

sktime developers

NaiveForecaster

forecaster

mloning, piyush1729, sri1419, Flix6x, aiwalter, IlyasMoutawwakil, fkiraly & bethrice44

sktime developers

NaiveVariance

forecaster

fkiraly & bethrice44

sktime developers

NeuralForecastLSTM

forecaster

pranavvp16

pranavvp16

NeuralForecastRNN

forecaster

yarnabrina

yarnabrina

Normal

distribution

fkiraly

sktime developers

OnlineEnsembleForecaster

forecaster

magittan & mloning

magittan

OptionalPassthrough

transformer

aiwalter & fkiraly

sktime developers

PAA

transformer

steenrotsman

steenrotsman

PAAlegacy

transformer

MatthewMiddlehurst

sktime developers

PCATransformer

transformer

prockenschaub & fkiraly

prockenschaub

PaddingTransformer

transformer

abostrom

abostrom

PandasTransformAdaptor

transformer

sktime developers

sktime developers

ParamFitterPipeline

param_est

fkiraly

sktime developers

PartialAutoCorrelationTransformer

transformer

sktime developers

sktime developers

PeakTimeFeature

transformer

ali-parizad

ali-parizad

Permute

forecaster

aiwalter

sktime developers

PinballLoss

metric

sktime developers

sktime developers

Pipeline

object

sktime developers

sktime developers

PlateauFinder

transformer

mloning

sktime developers

PluginParamsForecaster

forecaster

fkiraly

sktime developers

PluginParamsTransformer

transformer

fkiraly

sktime developers

PoissonHMM

series-annotator

sktime developers

sktime developers

PolynomialTrendForecaster

forecaster

tensorflow-as-tf, mloning, aiwalter & fkiraly

tensorflow-as-tf

ProbabilityThresholdEarlyClassifier

classifier

sktime developers

sktime developers

Prophet

forecaster

mloning, aiwalter & fkiraly

sktime developers

ProphetPiecewiseLinearTrendForecaster

forecaster

sbuse

sbuse

ProximityForest

classifier

goastler & moradabaz

goastler & moradabaz

ProximityStump

classifier

goastler & moradabaz

goastler & moradabaz

ProximityTree

classifier

goastler & moradabaz

goastler & moradabaz

PwTrafoPanelPipeline

transformer-pairwise-panel

fkiraly

sktime developers

PyODAnnotator

series-annotator

sktime developers

sktime developers

RNNNetwork

network

sktime developers

sktime developers

RandomIntervalClassifier

classifier

MatthewMiddlehurst

sktime developers

RandomIntervalFeatureExtractor

transformer

sktime developers

sktime developers

RandomIntervalSegmenter

transformer

mloning

sktime developers

RandomIntervalSpectralEnsemble

classifier

TonyBagnall

sktime developers

RandomIntervals

transformer

MatthewMiddlehurst

sktime developers

RandomSamplesAugmenter

transformer

MrPr3ntice, MFehsenfeld & iljamaurer

MrPr3ntice, MFehsenfeld & iljamaurer

RandomShapeletTransform

transformer

MatthewMiddlehurst, jasonlines & dguijo

dguijo

Reconciler

transformer

ciaran-g, eenticott-shell & k1m190r

ciaran-g

ReconcilerForecaster

forecaster

ciaran-g

ciaran-g

RecursiveTabularRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

RecursiveTimeSeriesRegressionForecaster

forecaster

mloning, AyushmaanSeth, danbartl, kAnand77, LuisZugasti, Lovkush-A, fkiraly & benheid

sktime developers

ReducerTransform

transformer

sktime developers

sktime developers

RegressorPipeline

regressor

sktime developers

sktime developers

RelativeLoss

metric

sktime developers

sktime developers

Repeat

splitter

sktime developers

sktime developers

ResNetClassifier

classifier

James-Large, AurumnPegasus & nilesh05apr

James-Large, AurumnPegasus & nilesh05apr

ResNetNetwork

network

sktime developers

sktime developers

ResNetRegressor

regressor

James-Large & Withington

Withington

ReverseAugmenter

transformer

MrPr3ntice, MFehsenfeld & iljamaurer

MrPr3ntice, MFehsenfeld & iljamaurer

Rocket

transformer

angus924

angus924

RocketClassifier

classifier

MatthewMiddlehurst, victordremov & fkiraly

victordremov

RocketPyts

transformer

fkiraly

sktime developers

RocketRegressor

regressor

fkiraly

sktime developers

SARIMAX

forecaster

TNTran92 & yarnabrina

TNTran92 & yarnabrina

SAX

transformer

steenrotsman

steenrotsman

SAXlegacy

transformer

MatthewMiddlehurst

sktime developers

SFA

transformer

MatthewMiddlehurst & patrickzib

sktime developers

SFAFast

transformer

patrickzib

sktime developers

STLBootstrapTransformer

transformer

ltsaprounis

sktime developers

STLForecaster

forecaster

tensorflow-as-tf, mloning, aiwalter & fkiraly

tensorflow-as-tf

STLTransformer

transformer

sktime developers

sktime developers

STRAY

transformer

sktime developers

sktime developers

SameLocSplitter

splitter

sktime developers

sktime developers

ScaledAsinhTransformer

transformer

ali-parizad

ali-parizad

ScaledLogitTransformer

transformer

ltsaprounis

sktime developers

ScipyDist

transformer-pairwise

fkiraly

sktime developers

SeasonalityACF

param_est

fkiraly

sktime developers

SeasonalityACFqstat

param_est

fkiraly

sktime developers

SeasonalityPeriodogram

param_est

blazingbhavneek

blaingbhavneek

ShapeDTW

classifier

vincent-nich12

vincent-nich12

ShapeletTransform

transformer

MatthewMiddlehurst, jasonlines & dguijo

dguijo

ShapeletTransformClassifier

classifier

TonyBagnall & MatthewMiddlehurst

sktime developers

ShapeletTransformPyts

transformer

Abhay-Lejith

sktime developers

SignatureClassifier

classifier

jambo6

jambo6

SignatureKernel

transformer-pairwise-panel

fkiraly

sktime developers

SignatureTransformer

transformer

jambo6

jambo6

SimpleRNNClassifier

classifier

mloning

sktime developers

SimpleRNNRegressor

regressor

mloning

sktime developers

SingleWindowSplitter

splitter

sktime developers

sktime developers

SklearnClassifierPipeline

classifier

sktime developers

sktime developers

SklearnClustererPipeline

clusterer

fkiraly

sktime developers

SklearnRegressorPipeline

regressor

sktime developers

sktime developers

SlidingWindowSegmenter

transformer

sktime developers

sktime developers

SlidingWindowSplitter

splitter

sktime developers

sktime developers

SlopeTransformer

transformer

mloning

sktime developers

SoftDtwDistTslearn

transformer-pairwise-panel

sktime developers

sktime developers

SplitterBootstrapTransformer

transformer

sktime developers

sktime developers

SplitterSummarizer

transformer

BensHamza & fkiraly

sktime developers

SqrtTransformer

transformer

RNKuhns

sktime developers

SquaredDistrLoss

metric

sktime developers

sktime developers

SquaringResiduals

forecaster

kcc-lion & fkiraly

kcc-lion

StackingForecaster

forecaster

mloning, fkiraly & indinewton

sktime developers

StationarityADF

param_est

fkiraly

sktime developers

StationarityADFArch

param_est

Vasudeva-bit

Vasudeva-bit

StationarityDFGLS

param_est

Vasudeva-bit

Vasudeva-bit

StationarityKPSS

param_est

fkiraly

sktime developers

StationarityKPSSArch

param_est

Vasudeva-bit

Vasudeva-bit

StationarityPhillipsPerron

param_est

Vasudeva-bit

Vasudeva-bit

StationarityVarianceRatio

param_est

Vasudeva-bit

Vasudeva-bit

StationarityZivotAndrews

param_est

Vasudeva-bit

Vasudeva-bit

StatsForecastARCH

forecaster

eyjo

eyjo

StatsForecastAutoARIMA

forecaster

FedericoGarza & yarnabrina

FedericoGarza

StatsForecastAutoCES

forecaster

yarnabrina & arnaujc91

yarnabrina

StatsForecastAutoETS

forecaster

yarnabrina & arnaujc91

yarnabrina

StatsForecastAutoTBATS

forecaster

yarnabrina & arnaujc91

yarnabrina

StatsForecastAutoTheta

forecaster

yarnabrina & arnaujc91

yarnabrina

StatsForecastGARCH

forecaster

eyjo

eyjo

StatsForecastMSTL

forecaster

luca-miniati

luca-miniati

StatsModelsARIMA

forecaster

arnaujc91

arnaujc91

SummaryClassifier

classifier

MatthewMiddlehurst

sktime developers

SummaryTransformer

transformer

RNKuhns & fkiraly

sktime developers

SupervisedIntervals

transformer

MatthewMiddlehurst

sktime developers

SupervisedTimeSeriesForest

classifier

MatthewMiddlehurst

sktime developers

TBATS

forecaster

mloning, aiwalter, k1m190r & fkiraly

sktime developers

TDistribution

distribution

Alex-JG3 & ivarzap

Alex-JG3

TEASER

early_classifier

sktime developers

sktime developers

TFNormal

distribution

fkiraly

sktime developers

TSBootstrapAdapter

transformer

sktime developers

sktime developers

TSCGridSearchCV

classifier

fkiraly & achieveordie

sktime developers

TSFreshClassifier

classifier

MatthewMiddlehurst

sktime developers

TSFreshFeatureExtractor

transformer

AyushmaanSeth, mloning, alwinw & MatthewMiddlehurst

AyushmaanSeth

TSFreshRelevantFeatureExtractor

transformer

AyushmaanSeth, mloning, alwinw & MatthewMiddlehurst

AyushmaanSeth

TSInterpolator

transformer

mloning

sktime developers

TabularToSeriesAdaptor

transformer

mloning & fkiraly

sktime developers

Tabularizer

transformer

mloning, fkiraly & kcc-lion

sktime developers

TapNetClassifier

classifier

jnrusson1, TonyBagnall & achieveordie

jnrusson1 & achieveordie

TapNetNetwork

network

sktime developers

sktime developers

TapNetRegressor

regressor

jnrusson1

jnrusson1

TemporalDictionaryEnsemble

classifier

MatthewMiddlehurst

sktime developers

TemporalTrainTestSplitter

splitter

sktime developers

sktime developers

TemporianTransformer

transformer

ianspektor & javiber

ianspektor & javiber

TestPlusTrainSplitter

splitter

sktime developers

sktime developers

ThetaForecaster

forecaster

big-o, mloning, kejsitake, fkiraly & GuzalBulatova

ciaran-g

ThetaLinesTransformer

transformer

GuzalBulatova & mloning

sktime developers

ThetaModularForecaster

forecaster

GuzalBulatova & fkiraly

sktime developers

TimeBinAggregate

transformer

fkiraly

sktime developers

TimeBinner

transformer

kcc-lion & fkiraly

kcc-lion

TimeSeriesDBSCAN

clusterer

fkiraly

sktime developers

TimeSeriesForestClassifier

classifier

kkoziara, luiszugasti & kanand77

kkoziara, luiszugasti & kanand77

TimeSeriesForestRegressor

regressor

TonyBagnall, kkoziara, luiszugasti, kanand77 & mloning

kkoziara, luiszugasti & kanand77

TimeSeriesKMeans

clusterer

chrisholder & TonyBagnall

sktime developers

TimeSeriesKMeansTslearn

clusterer

fkiraly

sktime developers

TimeSeriesKMedoids

clusterer

chrisholder & TonyBagnall

sktime developers

TimeSeriesKShapes

clusterer

fkiraly

sktime developers

TimeSeriesKernelKMeans

clusterer

fkiraly

sktime developers

TimeSeriesLloyds

clusterer

sktime developers

sktime developers

TimeSeriesSVC

classifier

fkiraly

sktime developers

TimeSince

transformer

KishManani

KishManani

TransformByLevel

transformer

fkiraly

sktime developers

TransformIf

transformer

fkiraly

sktime developers

TransformedTargetForecaster

forecaster

mloning, fkiraly & aiwalter

sktime developers

TransformerPipeline

transformer

fkiraly

sktime developers

TrendForecaster

forecaster

tensorflow-as-tf, mloning, aiwalter & fkiraly

tensorflow-as-tf

TruncationTransformer

transformer

abostrom

abostrom

UnobservedComponents

forecaster

juanitorduz

juanitorduz

UpdateEvery

forecaster

fkiraly

sktime developers

UpdateRefitsEvery

forecaster

fkiraly

sktime developers

VAR

forecaster

thayeylolu, aiwalter & lbventura

lbventura

VARMAX

forecaster

KatieBuc

ciaran-g

VECM

forecaster

thayeylolu & AurumnPegasus

ciaran-g

VmdTransformer

transformer

DaneLyttinen & vcarvo

DaneLyttinen & vcarvo

WEASEL

classifier

patrickzib & ermshaua

ermshaua

WeightedEnsembleClassifier

classifier

fkiraly

sktime developers

WhiteNoiseAugmenter

transformer

MrPr3ntice, MFehsenfeld & iljamaurer

MrPr3ntice, MFehsenfeld & iljamaurer

WindowSummarizer

transformer

danbartl, grzegorzrut & ltsaprounis

danbartl

YfromX

forecaster

sktime developers

sktime developers

YtoX

transformer

fkiraly

sktime developers

cINNForecaster

forecaster

sktime developers

sktime developers