代码可用的所有模块

• skbase.base._base
• sktime.alignment.dtaidist
• sktime.alignment.dtw_numba
• sktime.alignment.dtw_python
• sktime.alignment.edit_numba
• sktime.alignment.lucky
• sktime.alignment.naive
• sktime.annotation.adapters._pyod
• sktime.annotation.clasp
• sktime.annotation.clust
• sktime.annotation.eagglo
• sktime.annotation.ggs
• sktime.annotation.hmm
• sktime.annotation.hmm_learn.gaussian
• sktime.annotation.hmm_learn.gmm
• sktime.annotation.hmm_learn.poisson
• sktime.annotation.igts
• sktime.annotation.lof
• sktime.annotation.stray
• sktime.base._base
• sktime.benchmarking.base
• sktime.benchmarking.benchmarks
• sktime.benchmarking.data
• sktime.benchmarking.evaluation
• sktime.benchmarking.experiments
• sktime.benchmarking.forecasting
• sktime.benchmarking.metrics
• sktime.benchmarking.orchestration
• sktime.benchmarking.results
• sktime.benchmarking.strategies
• sktime.benchmarking.tasks
• sktime.classification.base
• sktime.classification.compose._column_ensemble
• sktime.classification.compose._multiplexer
• sktime.classification.compose._pipeline
• sktime.classification.deep_learning.base
• sktime.classification.deep_learning.cnn
• sktime.classification.deep_learning.cntc
• sktime.classification.deep_learning.fcn
• sktime.classification.deep_learning.inceptiontime
• sktime.classification.deep_learning.lstmfcn
• sktime.classification.deep_learning.macnn
• sktime.classification.deep_learning.mcdcnn
• sktime.classification.deep_learning.mlp
• sktime.classification.deep_learning.mvts_transformer
• sktime.classification.deep_learning.resnet
• sktime.classification.deep_learning.rnn
• sktime.classification.deep_learning.tapnet
• sktime.classification.dictionary_based._boss
• sktime.classification.dictionary_based._boss_pyts
• sktime.classification.dictionary_based._cboss
• sktime.classification.dictionary_based._muse
• sktime.classification.dictionary_based._tde
• sktime.classification.dictionary_based._weasel
• sktime.classification.distance_based._elastic_ensemble
• sktime.classification.distance_based._proximity_forest
• sktime.classification.distance_based._shape_dtw
• sktime.classification.distance_based._time_series_neighbors
• sktime.classification.distance_based._time_series_neighbors_pyts
• sktime.classification.distance_based._time_series_neighbors_tslearn
• sktime.classification.dummy._dummy
• sktime.classification.early_classification._probability_threshold
• sktime.classification.early_classification._teaser
• sktime.classification.early_classification.base
• sktime.classification.ensemble._bagging
• sktime.classification.ensemble._ctsf
• sktime.classification.ensemble._weighted
• sktime.classification.feature_based._catch22_classifier
• sktime.classification.feature_based._fresh_prince
• sktime.classification.feature_based._matrix_profile_classifier
• sktime.classification.feature_based._random_interval_classifier
• sktime.classification.feature_based._signature_classifier
• sktime.classification.feature_based._summary_classifier
• sktime.classification.feature_based._tsfresh_classifier
• sktime.classification.hybrid._hivecote_v1
• sktime.classification.hybrid._hivecote_v2
• sktime.classification.interval_based._cif
• sktime.classification.interval_based._drcif
• sktime.classification.interval_based._rise
• sktime.classification.interval_based._stsf
• sktime.classification.interval_based._tsf
• sktime.classification.kernel_based._arsenal
• sktime.classification.kernel_based._rocket_classifier
• sktime.classification.kernel_based._svc
• sktime.classification.kernel_based._svc_tslearn
• sktime.classification.model_selection._tune
• sktime.classification.shapelet_based._learning_pyts
• sktime.classification.shapelet_based._learning_tslearn
• sktime.classification.shapelet_based._mrseql
• sktime.classification.shapelet_based._mrsqm
• sktime.classification.shapelet_based._stc
• sktime.classification.sklearn._continuous_interval_tree
• sktime.classification.sklearn._rotation_forest
• sktime.clustering.base
• sktime.clustering.k_means._k_means
• sktime.clustering.k_means._k_means_tslearn
• sktime.clustering.k_medoids
• sktime.clustering.k_shapes
• sktime.clustering.kernel_k_means
• sktime.clustering.partitioning._lloyds
• sktime.datasets._fpp3_loaders
• sktime.datasets._hierarchical_demo
• sktime.datasets._readers_writers.arff
• sktime.datasets._readers_writers.long
• sktime.datasets._readers_writers.ts
• sktime.datasets._readers_writers.tsf
• sktime.datasets._readers_writers.tsv
• sktime.datasets._readers_writers.utils
• sktime.datasets._single_problem_loaders
• sktime.datatypes._check
• sktime.datatypes._convert
• sktime.datatypes._registry
• sktime.distances._distance
• sktime.dists_kernels.algebra
• sktime.dists_kernels.base._base
• sktime.dists_kernels.compose
• sktime.dists_kernels.compose_from_align
• sktime.dists_kernels.compose_tab_to_panel
• sktime.dists_kernels.ctw
• sktime.dists_kernels.dist_to_kern
• sktime.dists_kernels.dtw._dtw_dtaidist
• sktime.dists_kernels.dtw._dtw_python
• sktime.dists_kernels.dtw._dtw_sktime
• sktime.dists_kernels.dtw._dtw_tslearn
• sktime.dists_kernels.edit_dist
• sktime.dists_kernels.gak
• sktime.dists_kernels.indep
• sktime.dists_kernels.lcss
• sktime.dists_kernels.lucky
• sktime.dists_kernels.scipy_dist
• sktime.dists_kernels.signature_kernel
• sktime.exceptions
• sktime.forecasting.adapters._hcrystalball
• sktime.forecasting.arch._statsforecast_arch
• sktime.forecasting.arch._uarch
• sktime.forecasting.ardl
• sktime.forecasting.arima._pmdarima
• sktime.forecasting.arima._statsmodels
• sktime.forecasting.auto_reg
• sktime.forecasting.base._base
• sktime.forecasting.base._fh
• sktime.forecasting.bats
• sktime.forecasting.compose._bagging
• sktime.forecasting.compose._column_ensemble
• sktime.forecasting.compose._ensemble
• sktime.forecasting.compose._fallback
• sktime.forecasting.compose._fhplex
• sktime.forecasting.compose._grouped
• sktime.forecasting.compose._hierarchy_ensemble
• sktime.forecasting.compose._ignore_x
• sktime.forecasting.compose._multiplexer
• sktime.forecasting.compose._pipeline
• sktime.forecasting.compose._reduce
• sktime.forecasting.compose._skforecast_reduce
• sktime.forecasting.compose._stack
• sktime.forecasting.compose._transform_select_forecaster
• sktime.forecasting.conditional_invertible_neural_network
• sktime.forecasting.conformal
• sktime.forecasting.croston
• sktime.forecasting.darts
• sktime.forecasting.dummy
• sktime.forecasting.dynamic_factor
• sktime.forecasting.enbpi
• sktime.forecasting.ets
• sktime.forecasting.exp_smoothing
• sktime.forecasting.fbprophet
• sktime.forecasting.hf_transformers_forecaster
• sktime.forecasting.ltsf
• sktime.forecasting.model_evaluation._functions
• sktime.forecasting.model_selection._tune
• sktime.forecasting.naive
• sktime.forecasting.neuralforecast
• sktime.forecasting.online_learning._online_ensemble
• sktime.forecasting.online_learning._prediction_weighted_ensembler
• sktime.forecasting.prophetverse
• sktime.forecasting.pykan_forecaster
• sktime.forecasting.pytorchforecasting
• sktime.forecasting.reconcile
• sktime.forecasting.sarimax
• sktime.forecasting.squaring_residuals
• sktime.forecasting.statsforecast
• sktime.forecasting.stream._update
• sktime.forecasting.structural
• sktime.forecasting.tbats
• sktime.forecasting.theta
• sktime.forecasting.timesfm_forecaster
• sktime.forecasting.trend._curve_fit_forecaster
• sktime.forecasting.trend._polynomial_trend_forecaster
• sktime.forecasting.trend._pwl_trend_forecaster
• sktime.forecasting.trend._stl_forecaster
• sktime.forecasting.trend._trend_forecaster
• sktime.forecasting.ttm
• sktime.forecasting.var
• sktime.forecasting.var_reduce
• sktime.forecasting.varmax
• sktime.param_est.compose._func_fitter
• sktime.param_est.compose._pipeline
• sktime.param_est.fixed
• sktime.param_est.plugin._forecaster
• sktime.param_est.plugin._transformer
• sktime.param_est.seasonality
• sktime.param_est.stationarity._arch
• sktime.param_est.stationarity._statsmodels
• sktime.performance_metrics.annotation.metrics
• sktime.performance_metrics.forecasting._classes
• sktime.performance_metrics.forecasting._functions
• sktime.performance_metrics.forecasting.probabilistic._classes
• sktime.pipeline._make_pipeline
• sktime.pipeline._sklearn_to_sktime
• sktime.pipeline.pipeline
• sktime.registry._craft
• sktime.registry._lookup
• sktime.registry._tags
• sktime.regression.base
• sktime.regression.compose._ensemble
• sktime.regression.compose._multiplexer
• sktime.regression.compose._pipeline
• sktime.regression.deep_learning.base
• sktime.regression.deep_learning.cnn
• sktime.regression.deep_learning.cntc
• sktime.regression.deep_learning.fcn
• sktime.regression.deep_learning.inceptiontime
• sktime.regression.deep_learning.lstmfcn
• sktime.regression.deep_learning.macnn
• sktime.regression.deep_learning.mcdcnn
• sktime.regression.deep_learning.mlp
• sktime.regression.deep_learning.resnet
• sktime.regression.deep_learning.rnn
• sktime.regression.deep_learning.tapnet
• sktime.regression.distance_based._time_series_neighbors
• sktime.regression.dummy._dummy
• sktime.regression.interval_based._tsf
• sktime.regression.kernel_based._rocket_regressor
• sktime.regression.kernel_based._svr_tslearn
• sktime.regression.model_selection._tune
• sktime.series_as_features.model_selection._split
• sktime.split.compose._repeat
• sktime.split.cutoff
• sktime.split.expandingcutoff
• sktime.split.expandinggreedy
• sktime.split.expandingwindow
• sktime.split.instance
• sktime.split.sameloc
• sktime.split.singlewindow
• sktime.split.slidingwindow
• sktime.split.temporal_train_test_split
• sktime.split.testplustrain
• sktime.transformations.bootstrap._mbb
• sktime.transformations.bootstrap._splitterboot
• sktime.transformations.compose._column
• sktime.transformations.compose._featureunion
• sktime.transformations.compose._fitintransform
• sktime.transformations.compose._grouped
• sktime.transformations.compose._id
• sktime.transformations.compose._invert
• sktime.transformations.compose._ixtox
• sktime.transformations.compose._logger
• sktime.transformations.compose._multiplex
• sktime.transformations.compose._optional
• sktime.transformations.compose._pipeline
• sktime.transformations.compose._transformif
• sktime.transformations.compose._ytox
• sktime.transformations.hierarchical.aggregate
• sktime.transformations.hierarchical.reconcile
• sktime.transformations.merger
• sktime.transformations.panel.catch22
• sktime.transformations.panel.catch22wrapper
• sktime.transformations.panel.channel_selection
• sktime.transformations.panel.compose
• sktime.transformations.panel.dictionary_based._paa
• sktime.transformations.panel.dictionary_based._sax
• sktime.transformations.panel.dictionary_based._sfa
• sktime.transformations.panel.dwt
• sktime.transformations.panel.hog1d
• sktime.transformations.panel.interpolate
• sktime.transformations.panel.matrix_profile
• sktime.transformations.panel.padder
• sktime.transformations.panel.pca
• sktime.transformations.panel.reduce
• sktime.transformations.panel.rocket._minirocket
• sktime.transformations.panel.rocket._minirocket_multivariate
• sktime.transformations.panel.rocket._minirocket_multivariate_variable
• sktime.transformations.panel.rocket._rocket
• sktime.transformations.panel.segment
• sktime.transformations.panel.shapelet_transform._shapelet_transform
• sktime.transformations.panel.shapelet_transform._shapelet_transform_pyts
• sktime.transformations.panel.signature_based._signature_method
• sktime.transformations.panel.slope
• sktime.transformations.panel.summarize._extract
• sktime.transformations.panel.truncation
• sktime.transformations.panel.tsfresh
• sktime.transformations.series.acf
• sktime.transformations.series.adapt
• sktime.transformations.series.adi_cv
• sktime.transformations.series.augmenter
• sktime.transformations.series.binning
• sktime.transformations.series.bkfilter
• sktime.transformations.series.bollinger
• sktime.transformations.series.boxcox
• sktime.transformations.series.cffilter
• sktime.transformations.series.clasp
• sktime.transformations.series.clear_sky
• sktime.transformations.series.cos
• sktime.transformations.series.date
• sktime.transformations.series.detrend._deseasonalize
• sktime.transformations.series.detrend._detrend
• sktime.transformations.series.detrend.mstl
• sktime.transformations.series.difference
• sktime.transformations.series.dilation_mapping
• sktime.transformations.series.dropna
• sktime.transformations.series.exponent
• sktime.transformations.series.feature_selection
• sktime.transformations.series.filter
• sktime.transformations.series.fourier
• sktime.transformations.series.func_transform
• sktime.transformations.series.holiday._holidayfeats
• sktime.transformations.series.holiday.country_holidays
• sktime.transformations.series.holiday.financial_holidays
• sktime.transformations.series.hpfilter
• sktime.transformations.series.hurst
• sktime.transformations.series.impute
• sktime.transformations.series.kalman_filter
• sktime.transformations.series.kinematic
• sktime.transformations.series.lag
• sktime.transformations.series.matrix_profile
• sktime.transformations.series.outlier_detection
• sktime.transformations.series.paa
• sktime.transformations.series.peak
• sktime.transformations.series.sax
• sktime.transformations.series.scaledasinh
• sktime.transformations.series.scaledlogit
• sktime.transformations.series.subsequence_extraction
• sktime.transformations.series.subset
• sktime.transformations.series.summarize
• sktime.transformations.series.temporian
• sktime.transformations.series.theta
• sktime.transformations.series.time_since
• sktime.transformations.series.vmd
• sktime.utils.estimator_checks
• sktime.utils.mlflow_sktime
• sktime.utils.plotting