| ARIMA |
forecasting |
Markus Löning & Hongyi Yang |
| AggrDist |
dists_kernels |
fkiraly |
| Arsenal |
classification::kernel_based |
Matthew Middlehurst & Oleksii Kachaiev |
| AutoARIMA |
forecasting |
Markus Löning & Hongyi Yang |
| AutoCorrelationTransformer |
transformations::series |
Afzal Ansari |
| AutoETS |
forecasting |
Hongyi Yang |
| BATS |
forecasting |
Martin Walter |
| BOSSEnsemble |
classification::dictionary_based |
Matthew Middlehurst |
| BoxCoxTransformer |
transformations::series |
Markus Löning |
| CanonicalIntervalForest |
classification::interval_based |
Matthew Middlehurst |
| Catch22 |
transformations::panel |
Matthew Middlehurst |
| Catch22ForestClassifier |
classification::hybrid |
Matthew Middlehurst |
| ColumnConcatenator |
transformations::panel |
Markus Löning & Sajay Ganesh |
| ColumnEnsembleClassifier |
classification::compose |
Aaron Bostrom |
| ColumnTransformer |
transformations::panel |
Markus Löning & Sajay Ganesh |
| ComposableTimeSeriesForestClassifier |
classification::compose |
Markus Löning & Ayushmaan Seth |
| ComposableTimeSeriesForestRegressor |
regression::compose |
Markus Löning & Ayushmaan Seth |
| ConditionalDeseasonalizer |
transformations::series::detrend |
Markus Löning |
| ContractableBOSS |
classification::dictionary_based |
Matthew Middlehurst |
| ContractedShapeletTransform |
transformations::panel |
Jason Lines & David Guijo |
| CosineTransformer |
transformations::series |
Afzal Ansari |
| Croston |
forecasting |
no author info |
| DWTTransformer |
transformations::panel |
Vincent Nicholson |
| DerivativeSlopeTransformer |
transformations::panel::summarize |
no author info |
| Deseasonalizer |
transformations::series::detrend |
Markus Löning |
| Detrender |
transformations::series::detrend |
Markus Löning & Svea Meyer |
| DirRecTabularRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| DirRecTimeSeriesRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| DirectTabularRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| DirectTimeSeriesRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| DrCIF |
classification::interval_based |
Matthew Middlehurst |
| ElasticEnsemble |
classification::distance_based |
Jason Lines |
| EnsembleForecaster |
forecasting::compose |
Markus Löning |
| ExponentialSmoothing |
forecasting |
Markus Löning & @big-o |
| FeatureUnion |
series_as_features::compose |
Markus Löning |
| FittedParamExtractor |
transformations::panel::summarize |
no author info |
| ForecastingGridSearchCV |
forecasting::model_selection |
Markus Löning |
| ForecastingPipeline |
forecasting::compose |
Markus Löning & Martin Walter |
| ForecastingRandomizedSearchCV |
forecasting::model_selection |
Markus Löning |
| HCrystalBallForecaster |
forecasting |
no author info |
| HIVECOTEV1 |
classification::hybrid |
Matthew Middlehurst |
| HOG1DTransformer |
transformations::panel |
no author info |
| HampelFilter |
transformations::series |
Martin Walter |
| Imputer |
transformations::series |
Martin Walter |
| IndividualBOSS |
classification::dictionary_based |
Matthew Middlehurst |
| IndividualTDE |
classification::dictionary_based |
Matthew Middlehurst |
| IntervalSegmenter |
transformations::panel |
no author info |
| KNeighborsTimeSeriesClassifier |
classification::distance_based |
Jason Lines & TonyBagnall |
| LogTransformer |
transformations::series |
Markus Löning |
| MUSE |
classification::dictionary_based |
Patrick Schäfer |
| MatrixProfile |
transformations::panel |
no author info |
| MatrixProfileTransformer |
transformations::series |
Markus Löning |
| MeanTransformer |
transformations::series |
Markus Löning |
| MiniRocket |
transformations::panel::rocket |
Angus Dempster |
| MiniRocketMultivariate |
transformations::panel::rocket |
Angus Dempster |
| MrSEQLClassifier |
classification::shapelet_based::mrseql |
Thach Le Nguyen |
| MultioutputTabularRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| MultioutputTimeSeriesRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| MultiplexForecaster |
forecasting::compose |
Kutay Koralturk |
| NaiveForecaster |
forecasting |
Markus Löning & Piyush Gade |
| OnlineEnsembleForecaster |
forecasting::online_learning |
no author info |
| OptionalPassthrough |
transformations::series |
Martin Walter |
| PAA |
transformations::panel::dictionary_based |
Matthew Middlehurst |
| PCATransformer |
transformations::panel |
Patrick Rockenschaub |
| PaddingTransformer |
transformations::panel |
Aaron Bostrom |
| PartialAutoCorrelationTransformer |
transformations::series |
Afzal Ansari |
| PlateauFinder |
transformations::panel::summarize |
no author info |
| PolynomialTrendForecaster |
forecasting |
Markus Löning |
| Prophet |
forecasting |
Martin Walter |
| ProximityForest |
classification::distance_based |
George Oastler |
| ProximityStump |
classification::distance_based |
George Oastler (linkedin.com/goastler; github.com/goastler) |
| ProximityTree |
classification::distance_based |
George Oastler |
| PyODAnnotator |
annotation::adapters |
mloning, satya-pattnaik & fkiraly |
| ROCKETClassifier |
classification::kernel_based |
Matthew Middlehurst |
| RandomIntervalFeatureExtractor |
transformations::panel::summarize |
no author info |
| RandomIntervalSegmenter |
transformations::panel |
no author info |
| RandomIntervalSpectralForest |
classification::interval_based |
Tony Bagnall & Yi-Xuan Xu |
| RecursiveTabularRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| RecursiveTimeSeriesRegressionForecaster |
forecasting::compose |
Ayushmaan Seth, Kavin Anand, Luis Zugasti, Lovkush Agarwal & Markus Löning |
| Rocket |
transformations::panel::rocket |
Angus Dempster |
| SAX |
transformations::panel::dictionary_based |
Matthew Middlehurst |
| SFA |
transformations::panel::dictionary_based |
Matthew Middlehurst & Patrick Schäfer |
| ScipyDist |
dists_kernels |
fkiraly |
| SeriesToPrimitivesRowTransformer |
transformations::panel |
Markus Löning & Sajay Ganesh |
| SeriesToSeriesRowTransformer |
transformations::panel |
Markus Löning & Sajay Ganesh |
| ShapeDTW |
classification::distance_based |
Vincent Nicholson |
| ShapeletTransform |
transformations::panel |
Jason Lines & David Guijo |
| ShapeletTransformClassifier |
classification::shapelet_based |
Tony Bagnall |
| SignatureClassifier |
classification::signature_based |
no author info |
| SignatureTransformer |
transformations::panel::signature_based |
no author info |
| SlidingWindowSegmenter |
transformations::panel |
no author info |
| SlopeTransformer |
transformations::panel |
no author info |
| StackingForecaster |
forecasting::compose |
Markus Löning |
| SupervisedTimeSeriesForest |
classification::interval_based |
Matthew Middlehurst |
| TBATS |
forecasting |
Martin Walter |
| TSFreshFeatureExtractor |
transformations::panel |
Ayushmaan Seth, Markus Löning & Alwin Wang |
| TSFreshRelevantFeatureExtractor |
transformations::panel |
Ayushmaan Seth, Markus Löning & Alwin Wang |
| TSInterpolator |
transformations::panel |
no author info |
| TabularToSeriesAdaptor |
transformations::series |
Markus Löning |
| Tabularizer |
transformations::panel |
Markus Löning |
| TemporalDictionaryEnsemble |
classification::dictionary_based |
Matthew Middlehurst |
| ThetaForecaster |
forecasting |
@big-o & Markus Löning |
| ThetaLinesTransformer |
transformations::series |
Guzal Bulatova & Markus Löning |
| TimeSeriesForestClassifier |
classification::interval_based |
Tony Bagnall, kkoziara, luiszugasti & kanand77 |
| TimeSeriesForestRegressor |
regression::interval_based |
Tony Bagnall, kkoziara, luiszugasti, kanand77 & Markus Löning |
| TimeSeriesKMeans |
clustering |
Christopher Holder & Tony Bagnall |
| TimeSeriesKMedoids |
clustering |
Christopher Holder & Tony Bagnall |
| TransformedTargetForecaster |
forecasting::compose |
Markus Löning & Martin Walter |
| TruncationTransformer |
transformations::panel |
Aaron Bostrom |
| WEASEL |
classification::dictionary_based |
Patrick Schäfer & Arik Ermshaus |