索引

A

accept_transformer (darts.dataprocessing.encoders.encoder_base.SingleEncoder property) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder property) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder property) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder property) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder property) add() (darts.dataprocessing.dtw.window.CRWindow 方法) (darts.dataprocessing.dtw.window.Itakura 方法) (darts.dataprocessing.dtw.window.SakoeChiba 方法) add_datetime_attribute() (darts.timeseries.TimeSeries 方法) add_holidays() (darts.timeseries.TimeSeries 方法) add_module() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) add_note() (darts.datasets.dataset_loaders.DatasetLoadingException 方法) add_range() (darts.dataprocessing.dtw.window.CRWindow 方法) (darts.dataprocessing.dtw.window.Itakura 方法) (darts.dataprocessing.dtw.window.SakoeChiba 方法) add_seasonality() (darts.models.forecasting.prophet_model.Prophet 方法) add_static_covariates_to_lagged_data() (在 darts.utils.data.tabularization 模块中) ADDITIVE (darts.utils.utils.ModelMode 属性) (darts.utils.utils.SeasonalityMode 属性) ae() (在 darts.metrics.metrics 模块中) affine (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 属性) Aggregator (darts.ad.aggregators.aggregators 中的类) AirPassengersDataset (darts.datasets 中的类) ALIGNED (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) all() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) all_gather() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) all_values() (darts.timeseries.TimeSeries 方法) allow_zero_length_dataloader_with_multiple_devices (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性)

AndAggregator (darts.ad.aggregators.and_aggregator 中的类) AnomalyScorer (darts.ad.scorers.scorers 中的类) any() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) ape() (在 darts.metrics.metrics 模块中) append() (darts.timeseries.TimeSeries 方法) append_values() (darts.timeseries.TimeSeries 方法) apply() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) apply_component_mask() (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 静态方法) (darts.dataprocessing.transformers.boxcox.BoxCox 静态方法) (darts.dataprocessing.transformers.diff.Diff 静态方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 静态方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 静态方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 静态方法) (darts.dataprocessing.transformers.mappers.Mapper 静态方法) (darts.dataprocessing.transformers.midas.MIDAS 静态方法) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller 静态方法) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 静态方法) (darts.dataprocessing.transformers.scaler.Scaler 静态方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 静态方法) (darts.dataprocessing.transformers.window_transformer.WindowTransformer 静态方法) argmax() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) argmin() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) argpartition() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) args (darts.datasets.dataset_loaders.DatasetLoadingException 属性) argsort() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) ARIMA (darts.models.forecasting.arima 中的类) arre() (在 darts.metrics.metrics 模块中) ase() (在 darts.metrics.metrics 模块中) astype() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) AusBeerDataset (darts.datasets 中的类) AustralianTourismDataset (darts.datasets 中的类) AutoARIMA (darts.models.forecasting.auto_arima 中的类) automatic_optimization (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) autoregressive_timeseries() (在 darts.utils.timeseries_generation 模块中)

B

backtest() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) backward() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) BAR_FORMAT (darts.utils.callbacks.TFMProgressBar 属性) base (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) base_component_name (darts.dataprocessing.encoders.encoder_base.CovariatesIndexGenerator property) (darts.dataprocessing.encoders.encoder_base.FutureCovariatesIndexGenerator property) (darts.dataprocessing.encoders.encoder_base.PastCovariatesIndexGenerator property) (darts.dataprocessing.encoders.encoder_base.SingleEncoder property) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder property) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder property) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder property) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder property)

BaseDataTransformer (darts.dataprocessing.transformers.base_data_transformer 中的类) BATS (darts.models.forecasting.tbats_model 中的类) BEHAVED (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) BernoulliLikelihood (darts.utils.likelihood_models 中的类) BetaLikelihood (darts.utils.likelihood_models 中的类) bfloat16() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) Bilinear (darts.models.components.glu_variants 中的类) BlockRNNModel (darts.models.forecasting.block_rnn_model 中的类) bottom_level_components (darts.timeseries.TimeSeries property) bottom_level_series (darts.timeseries.TimeSeries property) BottomUpReconciliator (darts.dataprocessing.transformers.reconciliation 中的类) BoxCox (darts.dataprocessing.transformers.boxcox 中的类) buffers() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) byteswap() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法)

C

C_CONTIGUOUS (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) call_super_init (darts.models.components.feed_forward.FeedForward 属性) (darts.models.components.glu_variants.Bilinear 属性) (darts.models.components.glu_variants.GEGLU 属性) (darts.models.components.glu_variants.GELU 属性) (darts.models.components.glu_variants.GLU 属性) (darts.models.components.glu_variants.ReGLU 属性) (darts.models.components.glu_variants.ReLU 属性) (darts.models.components.glu_variants.SwiGLU 属性) (darts.models.components.layer_norm_variants.LayerNorm 属性) (darts.models.components.layer_norm_variants.LayerNormNoBias 属性) (darts.models.components.layer_norm_variants.RINorm 属性) (darts.models.components.layer_norm_variants.RMSNorm 属性) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 属性) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 属性) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 属性) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 属性) (darts.utils.losses.MAELoss 属性) (darts.utils.losses.MapeLoss 属性) (darts.utils.losses.SmapeLoss 属性) (darts.utils.torch.MonteCarloDropout 属性) CallableIndexEncoder (darts.dataprocessing.encoders.encoders 中的类) CARRAY (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) CatBoostModel (darts.models.forecasting.catboost_model 中的类) CauchyLikelihood (darts.utils.likelihood_models 中的类) CauchyNLLScorer (darts.ad.scorers.nll_cauchy_scorer 中的类) check_seasonality() (在 darts.utils.statistics 模块中) CHECKPOINT_HYPER_PARAMS_KEY (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 属性) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) CHECKPOINT_HYPER_PARAMS_NAME (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 属性) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) CHECKPOINT_HYPER_PARAMS_TYPE (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 属性) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) children() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) choose() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) clip() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) clip_gradients() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) coefficient_of_variation() (在 darts.metrics.metrics 模块中) column_index() (darts.dataprocessing.dtw.window.CRWindow 方法) (darts.dataprocessing.dtw.window.Itakura 方法) (darts.dataprocessing.dtw.window.NoWindow 方法) (darts.dataprocessing.dtw.window.SakoeChiba 方法) (darts.dataprocessing.dtw.window.Window 方法) column_length() (darts.dataprocessing.dtw.window.CRWindow 方法) (darts.dataprocessing.dtw.window.Itakura 方法) (darts.dataprocessing.dtw.window.NoWindow 方法) (darts.dataprocessing.dtw.window.SakoeChiba 方法) (darts.dataprocessing.dtw.window.Window 方法) column_lengths() (darts.dataprocessing.dtw.window.CRWindow 方法) (darts.dataprocessing.dtw.window.Itakura 方法) (darts.dataprocessing.dtw.window.NoWindow 方法) (darts.dataprocessing.dtw.window.SakoeChiba 方法) (darts.dataprocessing.dtw.window.Window 方法) column_ranges (darts.dataprocessing.dtw.window.CRWindow 属性) (darts.dataprocessing.dtw.window.Itakura 属性) (darts.dataprocessing.dtw.window.SakoeChiba 属性) columns (darts.timeseries.TimeSeries property) compile() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) component_masking() (在 darts.dataprocessing.transformers.base_data_transformer 模块中) ComponentBasedExplainabilityResult (darts.explainability.explainability_result 中的类) components (darts.dataprocessing.encoders.encoder_base.SingleEncoder property) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder property) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder property) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder property) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.SequentialEncoder property) (darts.timeseries.TimeSeries property) compress() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) compute_loss() (darts.utils.likelihood_models.BernoulliLikelihood 方法) (darts.utils.likelihood_models.BetaLikelihood 方法) (darts.utils.likelihood_models.CauchyLikelihood 方法) (darts.utils.likelihood_models.ContinuousBernoulliLikelihood 方法) (darts.utils.likelihood_models.DirichletLikelihood 方法) (darts.utils.likelihood_models.ExponentialLikelihood 方法) (darts.utils.likelihood_models.GammaLikelihood 方法) (darts.utils.likelihood_models.GaussianLikelihood 方法) (darts.utils.likelihood_models.GeometricLikelihood 方法) (darts.utils.likelihood_models.GumbelLikelihood 方法) (darts.utils.likelihood_models.HalfNormalLikelihood 方法) (darts.utils.likelihood_models.LaplaceLikelihood 方法) (darts.utils.likelihood_models.Likelihood 方法) (darts.utils.likelihood_models.LogNormalLikelihood 方法) (darts.utils.likelihood_models.NegativeBinomialLikelihood 方法) (darts.utils.likelihood_models.PoissonLikelihood 方法) (darts.utils.likelihood_models.QuantileRegression 方法) (darts.utils.likelihood_models.WeibullLikelihood 方法)

concatenate() (darts.timeseries.TimeSeries 方法) (在 darts.timeseries 模块中) configure_callbacks() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) configure_gradient_clipping() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) configure_model() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) configure_optimizers() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) configure_sharded_model() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) configure_torch_metrics() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 静态方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 静态方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 静态方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 静态方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 静态方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 静态方法) conj() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) conjugate() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) considers_static_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) constant_timeseries() (在 darts.utils.timeseries_generation 模块中) ContinuousBernoulliLikelihood (darts.utils.likelihood_models 中的类) copy() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) cost (darts.dataprocessing.dtw.dtw.DTWAlignment 属性), [1] CostMatrix (darts.dataprocessing.dtw.cost_matrix 中的类) CovariatesIndexGenerator (darts.dataprocessing.encoders.encoder_base 中的类) CovariateType (darts.utils.data.utils 中的类) cpu() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) create_lagged_component_names() (在 darts.utils.data.tabularization 模块中) create_lagged_data() (在 darts.utils.data.tabularization 模块中) create_lagged_prediction_data() (在 darts.utils.data.tabularization 模块中) create_lagged_training_data() (在 darts.utils.data.tabularization 模块中) create_normal_samples() (在 darts.models.components.statsforecast_utils 模块中) Croston (darts.models.forecasting.croston 中的类) CRWindow (darts.dataprocessing.dtw.window 中的类) ctypes (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) cuda() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) cumprod() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) cumsum() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) current_epoch (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) CustomBlockRNNModule (darts.models.forecasting.block_rnn_model 中的类) CustomFeedForwardDecoderLayer (darts.models.components.transformer 中的类) CustomFeedForwardEncoderLayer (darts.models.components.transformer 中的类) CustomRNNModule (darts.models.forecasting.rnn_model 中的类) CyclicTemporalEncoder (darts.dataprocessing.encoders.encoders 中的类)

D

darts 模块 darts.ad 模块 darts.ad.aggregators 模块 darts.ad.aggregators.aggregators 模块 darts.ad.aggregators.and_aggregator 模块 darts.ad.aggregators.ensemble_sklearn_aggregator 模块 darts.ad.aggregators.or_aggregator 模块 darts.ad.anomaly_model 模块 darts.ad.anomaly_model.anomaly_model 模块 darts.ad.anomaly_model.filtering_am 模块 darts.ad.anomaly_model.forecasting_am 模块 darts.ad.detectors 模块 darts.ad.detectors.detectors 模块 darts.ad.detectors.quantile_detector 模块 darts.ad.detectors.threshold_detector 模块 darts.ad.scorers 模块 darts.ad.scorers.difference_scorer 模块 darts.ad.scorers.kmeans_scorer 模块 darts.ad.scorers.nll_cauchy_scorer 模块 darts.ad.scorers.nll_exponential_scorer 模块 darts.ad.scorers.nll_gamma_scorer 模块 darts.ad.scorers.nll_gaussian_scorer 模块 darts.ad.scorers.nll_laplace_scorer 模块 darts.ad.scorers.nll_poisson_scorer 模块 darts.ad.scorers.norm_scorer 模块 darts.ad.scorers.pyod_scorer 模块 darts.ad.scorers.scorers 模块 darts.ad.scorers.wasserstein_scorer 模块 darts.ad.utils 模块 darts.dataprocessing 模块 darts.dataprocessing.dtw 模块 darts.dataprocessing.dtw.cost_matrix 模块 darts.dataprocessing.dtw.dtw 模块 darts.dataprocessing.dtw.window 模块 darts.dataprocessing.encoders 模块 darts.dataprocessing.encoders.encoder_base 模块 darts.dataprocessing.encoders.encoders 模块 darts.dataprocessing.pipeline 模块 darts.dataprocessing.transformers 模块 darts.dataprocessing.transformers.base_data_transformer 模块 darts.dataprocessing.transformers.boxcox 模块 darts.dataprocessing.transformers.diff 模块 darts.dataprocessing.transformers.fittable_data_transformer 模块 darts.dataprocessing.transformers.invertible_data_transformer 模块 darts.dataprocessing.transformers.mappers 模块 darts.dataprocessing.transformers.midas 模块 darts.dataprocessing.transformers.missing_values_filler 模块 darts.dataprocessing.transformers.reconciliation 模块 darts.dataprocessing.transformers.scaler 模块 darts.dataprocessing.transformers.static_covariates_transformer 模块 darts.dataprocessing.transformers.window_transformer 模块 darts.datasets 模块 darts.datasets.dataset_loaders 模块 darts.explainability 模块 darts.explainability.explainability 模块 darts.explainability.explainability_result 模块 darts.explainability.shap_explainer 模块 darts.explainability.tft_explainer 模块 darts.explainability.utils 模块 darts.metrics 模块 darts.metrics.metrics 模块 darts.models 模块 darts.models.components 模块 darts.models.components.feed_forward 模块 darts.models.components.glu_variants 模块 darts.models.components.layer_norm_variants 模块 darts.models.components.statsforecast_utils 模块 darts.models.components.transformer 模块 darts.models.filtering 模块 darts.models.filtering.filtering_model 模块 darts.models.filtering.gaussian_process_filter 模块 darts.models.filtering.kalman_filter 模块 darts.models.filtering.moving_average_filter 模块 darts.models.forecasting 模块 darts.models.forecasting.arima 模块 darts.models.forecasting.auto_arima 模块 darts.models.forecasting.baselines 模块 darts.models.forecasting.catboost_model 模块 darts.models.forecasting.croston 模块 darts.models.forecasting.dlinear 模块 darts.models.forecasting.ensemble_model 模块 darts.models.forecasting.exponential_smoothing 模块 darts.models.forecasting.fft 模块 darts.models.forecasting.forecasting_model 模块 darts.models.forecasting.global_baseline_models 模块 darts.models.forecasting.kalman_forecaster 模块 darts.models.forecasting.lgbm 模块 darts.models.forecasting.linear_regression_model 模块 darts.models.forecasting.nbeats 模块 darts.models.forecasting.nhits 模块 darts.models.forecasting.nlinear 模块 darts.models.forecasting.pl_forecasting_module 模块 darts.models.forecasting.prophet_model 模块 darts.models.forecasting.random_forest 模块 darts.models.forecasting.regression_ensemble_model 模块 darts.models.forecasting.regression_model 模块

darts.models.forecasting.sf_auto_arima 模块 darts.models.forecasting.sf_auto_ces 模块 darts.models.forecasting.sf_auto_ets 模块 darts.models.forecasting.sf_auto_theta 模块 darts.models.forecasting.tbats_model 模块 darts.models.forecasting.tcn_model 模块 darts.models.forecasting.tft_model 模块 darts.models.forecasting.tft_submodels 模块 darts.models.forecasting.theta 模块 darts.models.forecasting.tide_model 模块 darts.models.forecasting.torch_forecasting_model 模块 darts.models.forecasting.transformer_model 模块 darts.models.forecasting.tsmixer_model 模块 darts.models.forecasting.varima 模块 darts.models.forecasting.xgboost 模块 darts.models.utils 模块 darts.timeseries 模块 darts.utils 模块 darts.utils.callbacks 模块 darts.utils.data 模块 darts.utils.data.horizon_based_dataset 模块 darts.utils.data.inference_dataset 模块 darts.utils.data.sequential_dataset 模块 darts.utils.data.shifted_dataset 模块 darts.utils.data.tabularization 模块 darts.utils.data.training_dataset 模块 darts.utils.data.utils 模块 darts.utils.historical_forecasts 模块 darts.utils.historical_forecasts.optimized_historical_forecasts_regression 模块 darts.utils.historical_forecasts.optimized_historical_forecasts_torch 模块 darts.utils.historical_forecasts.utils 模块 darts.utils.likelihood_models 模块 darts.utils.losses 模块 darts.utils.missing_values 模块 darts.utils.model_selection 模块 darts.utils.multioutput 模块 darts.utils.statistics 模块 darts.utils.timeseries_generation 模块 darts.utils.torch 模块 darts.utils.ts_utils 模块 darts.utils.utils 模块 data (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) data_array() (darts.timeseries.TimeSeries 方法) DatasetLoader (darts.datasets.dataset_loaders 中的类) DatasetLoaderCSV (darts.datasets.dataset_loaders 中的类) DatasetLoaderMetadata (darts.datasets.dataset_loaders 中的类) DatasetLoadingException datetime_attribute_timeseries() (在 darts.utils.timeseries_generation 模块中) DatetimeAttributeEncoder (darts.dataprocessing.encoders.encoders 中的类) DenseCostMatrix (darts.dataprocessing.dtw.cost_matrix 中的类) detect() (darts.ad.detectors.detectors.Detector 方法) (darts.ad.detectors.detectors.FittableDetector 方法) (darts.ad.detectors.quantile_detector.QuantileDetector 方法) (darts.ad.detectors.threshold_detector.ThresholdDetector 方法) Detector (darts.ad.detectors.detectors 中的类) device (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) device_mesh (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) diagonal() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) Diff (darts.dataprocessing.transformers.diff 中的类) diff() (darts.timeseries.TimeSeries 方法) DifferenceScorer (darts.ad.scorers.difference_scorer 中的类) DirichletLikelihood (darts.utils.likelihood_models 中的类) disable() (darts.utils.callbacks.TFMProgressBar 方法) distance() (darts.dataprocessing.dtw.dtw.DTWAlignment 方法) DLinearModel (darts.models.forecasting.dlinear 中的类) dot() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) double() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) drop_after() (darts.timeseries.TimeSeries 方法) drop_after_index() (在 darts.utils.utils 模块中) drop_before() (darts.timeseries.TimeSeries 方法) drop_before_index() (在 darts.utils.utils 模块中) drop_columns() (darts.timeseries.TimeSeries 方法) dtw() (在 darts.dataprocessing.dtw.dtw 模块中) dtw_metric() (在 darts.metrics.metrics 模块中) DTWAlignment (darts.dataprocessing.dtw.dtw 中的类) dtype (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) (darts.timeseries.TimeSeries property) DualCovariatesInferenceDataset (darts.utils.data.inference_dataset 中的类) DualCovariatesSequentialDataset (darts.utils.data.sequential_dataset 中的类) DualCovariatesShiftedDataset (darts.utils.data.shifted_dataset 中的类) DualCovariatesTrainingDataset (darts.utils.data.training_dataset 中的类) dump() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) dump_patches (darts.models.components.feed_forward.FeedForward 属性) (darts.models.components.glu_variants.Bilinear 属性) (darts.models.components.glu_variants.GEGLU 属性) (darts.models.components.glu_variants.GELU 属性) (darts.models.components.glu_variants.GLU 属性) (darts.models.components.glu_variants.ReGLU 属性) (darts.models.components.glu_variants.ReLU 属性) (darts.models.components.glu_variants.SwiGLU 属性) (darts.models.components.layer_norm_variants.LayerNorm 属性) (darts.models.components.layer_norm_variants.LayerNormNoBias 属性) (darts.models.components.layer_norm_variants.RINorm 属性) (darts.models.components.layer_norm_variants.RMSNorm 属性) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 属性) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 属性) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 属性) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 属性) (darts.utils.losses.MAELoss 属性) (darts.utils.losses.MapeLoss 属性) (darts.utils.losses.SmapeLoss 属性) (darts.utils.torch.MonteCarloDropout 属性) dumps() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) duration (darts.timeseries.TimeSeries property)

E

ElectricityConsumptionZurichDataset (darts.datasets 中的类) ElectricityDataset (darts.datasets 中的类) elementwise_affine (darts.models.components.layer_norm_variants.LayerNorm 属性) (darts.models.components.layer_norm_variants.LayerNormNoBias 属性) enable() (darts.utils.callbacks.TFMProgressBar 方法) encode_inference() (darts.dataprocessing.encoders.encoder_base.Encoder 方法) (darts.dataprocessing.encoders.encoder_base.SingleEncoder 方法) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder 方法) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder 方法) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.SequentialEncoder 方法) encode_train() (darts.dataprocessing.encoders.encoder_base.Encoder 方法) (darts.dataprocessing.encoders.encoder_base.SingleEncoder 方法) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder 方法) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder 方法) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.SequentialEncoder 方法) encode_train_inference() (darts.dataprocessing.encoders.encoder_base.Encoder 方法) (darts.dataprocessing.encoders.encoder_base.SingleEncoder 方法) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder 方法) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder 方法) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder 方法) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder 方法) (darts.dataprocessing.encoders.encoders.SequentialEncoder 方法) Encoder (darts.dataprocessing.encoders.encoder_base 中的类) encoder_map (darts.dataprocessing.encoders.encoders.SequentialEncoder property) encoders (darts.dataprocessing.encoders.encoders.SequentialEncoder property) encoding_n_components (darts.dataprocessing.encoders.encoder_base.SingleEncoder property) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder property) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder property) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder property) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.SequentialEncoder property) end_time() (darts.timeseries.TimeSeries 方法) EnergyDataset (darts.datasets 中的类) ensemble() (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) EnsembleModel (darts.models.forecasting.ensemble_model 中的类) EnsembleSklearnAggregator (darts.ad.aggregators.ensemble_sklearn_aggregator 中的类) epochs_trained (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) eps (darts.models.components.layer_norm_variants.LayerNorm 属性) (darts.models.components.layer_norm_variants.LayerNormNoBias 属性) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 属性) err() (在 darts.metrics.metrics 模块中) ETTh1Dataset (darts.datasets 中的类) ETTh2Dataset (darts.datasets 中的类) ETTm1Dataset (darts.datasets 中的类) ETTm2Dataset (darts.datasets 中的类) eval() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

eval_metric() (darts.ad.aggregators.aggregators.Aggregator 方法) (darts.ad.aggregators.aggregators.FittableAggregator 方法) (darts.ad.aggregators.and_aggregator.AndAggregator 方法) (darts.ad.aggregators.ensemble_sklearn_aggregator.EnsembleSklearnAggregator 方法) (darts.ad.aggregators.or_aggregator.OrAggregator 方法) (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel 方法) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel 方法) (darts.ad.detectors.detectors.Detector 方法) (darts.ad.detectors.detectors.FittableDetector 方法) (darts.ad.detectors.quantile_detector.QuantileDetector 方法) (darts.ad.detectors.threshold_detector.ThresholdDetector 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) eval_metric_from_binary_prediction() (在 darts.ad.utils 模块中) eval_metric_from_prediction() (darts.ad.scorers.difference_scorer.DifferenceScorer 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.nll_cauchy_scorer.CauchyNLLScorer 方法) (darts.ad.scorers.nll_exponential_scorer.ExponentialNLLScorer 方法) (darts.ad.scorers.nll_gamma_scorer.GammaNLLScorer 方法) (darts.ad.scorers.nll_gaussian_scorer.GaussianNLLScorer 方法) (darts.ad.scorers.nll_laplace_scorer.LaplaceNLLScorer 方法) (darts.ad.scorers.nll_poisson_scorer.PoissonNLLScorer 方法) (darts.ad.scorers.norm_scorer.NormScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.AnomalyScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.NLLScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) eval_metric_from_scores() (在 darts.ad.utils 模块中) example_input_array (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) ExchangeRateDataset (darts.datasets 中的类) expand_arr() (在 darts.utils.utils 模块中) explain() (darts.explainability.shap_explainer.ShapExplainer 方法) (darts.explainability.tft_explainer.TFTExplainer 方法) EXPONENTIAL (darts.utils.utils.TrendMode 属性) ExponentialLikelihood (darts.utils.likelihood_models 中的类) ExponentialNLLScorer (darts.ad.scorers.nll_exponential_scorer 中的类) ExponentialSmoothing (darts.models.forecasting.exponential_smoothing 中的类) extra_repr() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) extract_subseries() (在 darts.utils.missing_values 模块中) extract_trend_and_seasonality() (在 darts.utils.statistics 模块中) extreme_lags (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property)

F

F_CONTIGUOUS (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) fabric (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) FARRAY (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) FeedForward (darts.models.components.feed_forward 中的类) FFT (darts.models.forecasting.fft 中的类) fill() (darts.dataprocessing.dtw.cost_matrix.CostMatrix 方法) (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.dataprocessing.dtw.cost_matrix.SparseCostMatrix 方法) fill_missing_values() (在 darts.utils.missing_values 模块中) filter() (darts.models.filtering.filtering_model.FilteringModel 方法) (darts.models.filtering.gaussian_process_filter.GaussianProcessFilter 方法) (darts.models.filtering.kalman_filter.KalmanFilter 方法) (darts.models.filtering.moving_average_filter.MovingAverageFilter 方法) FilteringAnomalyModel (darts.ad.anomaly_model.filtering_am 中的类) FilteringModel (darts.models.filtering.filtering_model 中的类) find_list_index() (darts.utils.data.inference_dataset.GenericInferenceDataset 静态方法) first_prediction_index (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.rnn_model.RNNModel property) first_value() (darts.timeseries.TimeSeries 方法) first_values() (darts.timeseries.TimeSeries 方法) fit() (darts.ad.aggregators.aggregators.FittableAggregator 方法) (darts.ad.aggregators.ensemble_sklearn_aggregator.EnsembleSklearnAggregator 方法) (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel 方法) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel 方法) (darts.ad.detectors.detectors.FittableDetector 方法) (darts.ad.detectors.quantile_detector.QuantileDetector 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) (darts.dataprocessing.pipeline.Pipeline 方法) (darts.dataprocessing.transformers.boxcox.BoxCox 方法) (darts.dataprocessing.transformers.diff.Diff 方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 方法) (darts.dataprocessing.transformers.midas.MIDAS 方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 方法) (darts.dataprocessing.transformers.scaler.Scaler 方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 方法) (darts.models.filtering.kalman_filter.KalmanFilter 方法) (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) (darts.utils.multioutput.MultiOutputRegressor 方法) fit_called (darts.dataprocessing.encoders.encoder_base.Encoder property) (darts.dataprocessing.encoders.encoder_base.SequentialEncoderTransformer property) (darts.dataprocessing.encoders.encoder_base.SingleEncoder property) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder property) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder property) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder property) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.SequentialEncoder property) fit_detect() (darts.ad.detectors.detectors.FittableDetector 方法) (darts.ad.detectors.quantile_detector.QuantileDetector 方法) fit_from_dataset() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法)

fit_from_prediction() (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) fit_transform() (darts.dataprocessing.pipeline.Pipeline 方法) (darts.dataprocessing.transformers.boxcox.BoxCox 方法) (darts.dataprocessing.transformers.diff.Diff 方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 方法) (darts.dataprocessing.transformers.midas.MIDAS 方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 方法) (darts.dataprocessing.transformers.scaler.Scaler 方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 方法) FittableAggregator (darts.ad.aggregators.aggregators 中的类) FittableAnomalyScorer (darts.ad.scorers.scorers 中的类) FittableDataTransformer (darts.dataprocessing.transformers.fittable_data_transformer 中的类) FittableDetector (darts.ad.detectors.detectors 中的类) flags (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) flat (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) flatten() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) float() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) FNC (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) FORC (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) force_plot_from_ts() (darts.explainability.shap_explainer.ShapExplainer 方法) ForecastingAnomalyModel (darts.ad.anomaly_model.forecasting_am 中的类) format_time (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) forward() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.block_rnn_model.CustomBlockRNNModule 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.rnn_model.CustomRNNModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) FourTheta (darts.models.forecasting.theta 中的类) freeze() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) freq (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) (darts.timeseries.TimeSeries property) freq_str (darts.timeseries.TimeSeries property) from_csv() (darts.timeseries.TimeSeries 类方法) from_dataframe() (darts.timeseries.TimeSeries 类方法) from_group_dataframe() (darts.timeseries.TimeSeries 类方法) from_json() (darts.timeseries.TimeSeries 类方法) from_pickle() (darts.timeseries.TimeSeries 类方法) from_series() (darts.timeseries.TimeSeries 类方法) from_times_and_values() (darts.timeseries.TimeSeries 类方法) from_values() (darts.timeseries.TimeSeries 类方法) from_xarray() (darts.timeseries.TimeSeries 类方法) FUTURE (darts.utils.data.utils.CovariateType 属性) future_components (darts.dataprocessing.encoders.encoders.SequentialEncoder property) future_encoders (darts.dataprocessing.encoders.encoders.SequentialEncoder property) FUTURE_PAST (darts.utils.data.utils.CovariateType 属性) future_transformer (darts.dataprocessing.encoders.encoders.SequentialEncoder property) FutureCallableIndexEncoder (darts.dataprocessing.encoders.encoders 中的类) FutureCovariatesIndexGenerator (darts.dataprocessing.encoders.encoder_base 中的类) FutureCovariatesInferenceDataset (darts.utils.data.inference_dataset 中的类) FutureCovariatesSequentialDataset (darts.utils.data.sequential_dataset 中的类) FutureCovariatesShiftedDataset (darts.utils.data.shifted_dataset 中的类) FutureCovariatesTrainingDataset (darts.utils.data.training_dataset 中的类) FutureCyclicEncoder (darts.dataprocessing.encoders.encoders 中的类) FutureDatetimeAttributeEncoder (darts.dataprocessing.encoders.encoders 中的类) FutureIntegerIndexEncoder (darts.dataprocessing.encoders.encoders 中的类)

G

GammaLikelihood (darts.utils.likelihood_models 中的类) GammaNLLScorer (darts.ad.scorers.nll_gamma_scorer 中的类) gaps() (darts.timeseries.TimeSeries 方法) GasRateCO2Dataset (darts.datasets 中的类) gaussian_timeseries() (在 darts.utils.timeseries_generation 模块中) GaussianLikelihood (darts.utils.likelihood_models 中的类) GaussianNLLScorer (darts.ad.scorers.nll_gaussian_scorer 中的类) GaussianProcessFilter (darts.models.filtering.gaussian_process_filter 中的类) GEGLU (darts.models.components.glu_variants 中的类) GELU (darts.models.components.glu_variants 中的类) generate_fit_encodings() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) generate_fit_predict_encodings() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) generate_index() (在 darts.utils.utils 模块中) generate_inference_idx() (darts.dataprocessing.encoders.encoder_base.CovariatesIndexGenerator 方法) (darts.dataprocessing.encoders.encoder_base.FutureCovariatesIndexGenerator 方法) (darts.dataprocessing.encoders.encoder_base.PastCovariatesIndexGenerator 方法) generate_predict_encodings() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) generate_train_idx() (darts.dataprocessing.encoders.encoder_base.CovariatesIndexGenerator 方法) (darts.dataprocessing.encoders.encoder_base.FutureCovariatesIndexGenerator 方法) (darts.dataprocessing.encoders.encoder_base.PastCovariatesIndexGenerator 方法) generate_train_inference_idx() (darts.dataprocessing.encoders.encoder_base.CovariatesIndexGenerator 方法) (darts.dataprocessing.encoders.encoder_base.FutureCovariatesIndexGenerator 方法) (darts.dataprocessing.encoders.encoder_base.PastCovariatesIndexGenerator 方法) GenericInferenceDataset (darts.utils.data.inference_dataset 中的类) GenericShiftedDataset (darts.utils.data.shifted_dataset 中的类) GeometricLikelihood (darts.utils.likelihood_models 中的类) get_attention() (darts.explainability.explainability_result.TFTExplainabilityResult 方法) get_buffer() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

get_component_names() (在 darts.explainability.utils 模块中) get_decoder_importance() (darts.explainability.explainability_result.TFTExplainabilityResult 方法) get_embedding_size() (在 darts.models.forecasting.tft_submodels 模块中) get_encoder_importance() (darts.explainability.explainability_result.TFTExplainabilityResult 方法) get_estimator() (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.xgboost.XGBModel 方法) get_explanation() (darts.explainability.explainability_result.ComponentBasedExplainabilityResult 方法) (darts.explainability.explainability_result.HorizonBasedExplainabilityResult 方法) (darts.explainability.explainability_result.ShapExplainabilityResult 方法) (darts.explainability.explainability_result.TFTExplainabilityResult 方法) get_extra_state() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) get_feature_importances() (darts.explainability.explainability_result.TFTExplainabilityResult 方法) get_feature_values() (darts.explainability.explainability_result.ShapExplainabilityResult 方法) get_index_at_point() (darts.timeseries.TimeSeries 方法) get_matrices() (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 静态方法) get_metadata_routing() (darts.utils.multioutput.MultiOutputRegressor 方法) get_metrics() (darts.utils.callbacks.TFMProgressBar 方法) get_multioutput_estimator() (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.xgboost.XGBModel 方法) get_parameter() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) get_params() (darts.utils.multioutput.MultiOutputRegressor 方法) get_projection_matrix() (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 静态方法) get_series_seq_type() (在 darts.utils.ts_utils 模块中) get_shap_explanation_object() (darts.explainability.explainability_result.ShapExplainabilityResult 方法) get_shared_times() (在 darts.utils.data.tabularization 模块中) get_shared_times_bounds() (在 darts.utils.data.tabularization 模块中) get_single_series() (在 darts.utils.ts_utils 模块中) get_static_covariates_importance() (darts.explainability.explainability_result.TFTExplainabilityResult 方法) get_submodule() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) get_timestamp_at_point() (darts.timeseries.TimeSeries 方法) getfield() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) global_rank (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) global_step (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) GlobalNaiveAggregate (darts.models.forecasting.global_baseline_models 中的类) GlobalNaiveDrift (darts.models.forecasting.global_baseline_models 中的类) GlobalNaiveSeasonal (darts.models.forecasting.global_baseline_models 中的类) GLU (darts.models.components.glu_variants 中的类) granger_causality_tests() (在 darts.utils.statistics 模块中) gridsearch() (darts.models.forecasting.arima.ARIMA 类方法) (darts.models.forecasting.auto_arima.AutoARIMA 类方法) (darts.models.forecasting.baselines.NaiveDrift 类方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 类方法) (darts.models.forecasting.baselines.NaiveMean 类方法) (darts.models.forecasting.baselines.NaiveMovingAverage 类方法) (darts.models.forecasting.baselines.NaiveSeasonal 类方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 类方法) (darts.models.forecasting.catboost_model.CatBoostModel 类方法) (darts.models.forecasting.croston.Croston 类方法) (darts.models.forecasting.dlinear.DLinearModel 类方法) (darts.models.forecasting.ensemble_model.EnsembleModel 类方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 类方法) (darts.models.forecasting.fft.FFT 类方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 类方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 类方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 类方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 类方法) (darts.models.forecasting.lgbm.LightGBMModel 类方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 类方法) (darts.models.forecasting.nbeats.NBEATSModel 类方法) (darts.models.forecasting.nhits.NHiTSModel 类方法) (darts.models.forecasting.nlinear.NLinearModel 类方法) (darts.models.forecasting.prophet_model.Prophet 类方法) (darts.models.forecasting.random_forest.RandomForest 类方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 类方法) (darts.models.forecasting.regression_model.RegressionModel 类方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 类方法) (darts.models.forecasting.rnn_model.RNNModel 类方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 类方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 类方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 类方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 类方法) (darts.models.forecasting.tbats_model.BATS 类方法) (darts.models.forecasting.tbats_model.TBATS 类方法) (darts.models.forecasting.tcn_model.TCNModel 类方法) (darts.models.forecasting.tft_model.TFTModel 类方法) (darts.models.forecasting.theta.FourTheta 类方法) (darts.models.forecasting.theta.Theta 类方法) (darts.models.forecasting.tide_model.TiDEModel 类方法) (darts.models.forecasting.transformer_model.TransformerModel 类方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 类方法) (darts.models.forecasting.varima.VARIMA 类方法) (darts.models.forecasting.xgboost.XGBModel 类方法) gtz() (在 darts.dataprocessing.dtw.window 模块中) GumbelLikelihood (darts.utils.likelihood_models 中的类)

H

half() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) HalfNormalLikelihood (darts.utils.likelihood_models 中的类) has_dataloader_changed() (darts.utils.callbacks.TFMProgressBar 方法) has_datetime_index (darts.timeseries.TimeSeries property) has_hierarchy (darts.timeseries.TimeSeries property) has_range_index (darts.timeseries.TimeSeries property) has_same_time_as() (darts.timeseries.TimeSeries 方法) has_static_covariates (darts.timeseries.TimeSeries property) hash (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) head() (darts.timeseries.TimeSeries 方法) header_time (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) HeartRateDataset (darts.datasets 中的类) hierarchy (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 属性), [1] (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 属性), [1] (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 属性), [1], [2] (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 属性), [1] (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 属性), [1] (darts.timeseries.TimeSeries property) high_threshold (darts.ad.detectors.quantile_detector.QuantileDetector property) (darts.ad.detectors.threshold_detector.ThresholdDetector property) HISTORIC_FUTURE (darts.utils.data.utils.CovariateType 属性) historical_forecasts() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法)

holidays_timeseries() (在 darts.utils.timeseries_generation 模块中) HorizonBasedDataset (darts.utils.data.horizon_based_dataset 中的类) HorizonBasedExplainabilityResult (darts.explainability.explainability_result 中的类) hparams (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) hparams_initial (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property)

I

IceCreamHeaterDataset (darts.datasets 中的类) ILINetDataset (darts.datasets 中的类) imag (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) InferenceDataset (darts.utils.data.inference_dataset 中的类) init_predict_tqdm() (darts.utils.callbacks.TFMProgressBar 方法) init_sanity_tqdm() (darts.utils.callbacks.TFMProgressBar 方法) init_size() (darts.dataprocessing.dtw.window.CRWindow 方法) (darts.dataprocessing.dtw.window.Itakura 方法) (darts.dataprocessing.dtw.window.NoWindow 方法) (darts.dataprocessing.dtw.window.SakoeChiba 方法) (darts.dataprocessing.dtw.window.Window 方法) init_test_tqdm() (darts.utils.callbacks.TFMProgressBar 方法) init_train_tqdm() (darts.utils.callbacks.TFMProgressBar 方法) init_validation_tqdm() (darts.utils.callbacks.TFMProgressBar 方法) initialize_encoders() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) inplace (darts.utils.torch.MonteCarloDropout 属性) input_chunk_length (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) IntegerIndexEncoder (darts.dataprocessing.encoders.encoders 中的类) inverse() (darts.models.components.layer_norm_variants.RINorm 方法) inverse_transform() (darts.dataprocessing.pipeline.Pipeline 方法) (darts.dataprocessing.transformers.boxcox.BoxCox 方法) (darts.dataprocessing.transformers.diff.Diff 方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 方法) (darts.dataprocessing.transformers.midas.MIDAS 方法) (darts.dataprocessing.transformers.scaler.Scaler 方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 方法) invertible() (darts.dataprocessing.pipeline.Pipeline 方法) InvertibleDataTransformer (darts.dataprocessing.transformers.invertible_data_transformer 中的类) InvertibleMapper (darts.dataprocessing.transformers.mappers 中的类) io_processor() (在 darts.models.forecasting.pl_forecasting_module 模块中) ipu() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

is_deterministic (darts.timeseries.TimeSeries property) is_disabled (darts.utils.callbacks.TFMProgressBar property) is_enabled (darts.utils.callbacks.TFMProgressBar property) is_probabilistic (darts.ad.scorers.difference_scorer.DifferenceScorer property) (darts.ad.scorers.kmeans_scorer.KMeansScorer property) (darts.ad.scorers.nll_cauchy_scorer.CauchyNLLScorer property) (darts.ad.scorers.nll_exponential_scorer.ExponentialNLLScorer property) (darts.ad.scorers.nll_gamma_scorer.GammaNLLScorer property) (darts.ad.scorers.nll_gaussian_scorer.GaussianNLLScorer property) (darts.ad.scorers.nll_laplace_scorer.LaplaceNLLScorer property) (darts.ad.scorers.nll_poisson_scorer.PoissonNLLScorer property) (darts.ad.scorers.norm_scorer.NormScorer property) (darts.ad.scorers.pyod_scorer.PyODScorer property) (darts.ad.scorers.scorers.AnomalyScorer property) (darts.ad.scorers.scorers.FittableAnomalyScorer property) (darts.ad.scorers.scorers.NLLScorer property) (darts.ad.scorers.scorers.WindowedAnomalyScorer property) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer property) (darts.timeseries.TimeSeries property) is_stochastic (darts.timeseries.TimeSeries property) is_trainable (darts.ad.scorers.difference_scorer.DifferenceScorer property) (darts.ad.scorers.kmeans_scorer.KMeansScorer property) (darts.ad.scorers.nll_cauchy_scorer.CauchyNLLScorer property) (darts.ad.scorers.nll_exponential_scorer.ExponentialNLLScorer property) (darts.ad.scorers.nll_gamma_scorer.GammaNLLScorer property) (darts.ad.scorers.nll_gaussian_scorer.GaussianNLLScorer property) (darts.ad.scorers.nll_laplace_scorer.LaplaceNLLScorer property) (darts.ad.scorers.nll_poisson_scorer.PoissonNLLScorer property) (darts.ad.scorers.norm_scorer.NormScorer property) (darts.ad.scorers.pyod_scorer.PyODScorer property) (darts.ad.scorers.scorers.AnomalyScorer property) (darts.ad.scorers.scorers.FittableAnomalyScorer property) (darts.ad.scorers.scorers.NLLScorer property) (darts.ad.scorers.scorers.WindowedAnomalyScorer property) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer property) is_univariate (darts.ad.scorers.difference_scorer.DifferenceScorer property) (darts.ad.scorers.kmeans_scorer.KMeansScorer property) (darts.ad.scorers.nll_cauchy_scorer.CauchyNLLScorer property) (darts.ad.scorers.nll_exponential_scorer.ExponentialNLLScorer property) (darts.ad.scorers.nll_gamma_scorer.GammaNLLScorer property) (darts.ad.scorers.nll_gaussian_scorer.GaussianNLLScorer property) (darts.ad.scorers.nll_laplace_scorer.LaplaceNLLScorer property) (darts.ad.scorers.nll_poisson_scorer.PoissonNLLScorer property) (darts.ad.scorers.norm_scorer.NormScorer property) (darts.ad.scorers.pyod_scorer.PyODScorer property) (darts.ad.scorers.scorers.AnomalyScorer property) (darts.ad.scorers.scorers.FittableAnomalyScorer property) (darts.ad.scorers.scorers.NLLScorer property) (darts.ad.scorers.scorers.WindowedAnomalyScorer property) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer property) (darts.timeseries.TimeSeries property) is_within_range() (darts.timeseries.TimeSeries 方法) Itakura (darts.dataprocessing.dtw.window 中的类) item() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) itemset() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) itemsize (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性)

K

KalmanFilter (darts.models.filtering.kalman_filter 中的类) KalmanForecaster (darts.models.forecasting.kalman_forecaster 中的类)

KMeansScorer (darts.ad.scorers.kmeans_scorer 中的类) kurtosis() (darts.timeseries.TimeSeries 方法)

L

lagged_feature_names (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.xgboost.XGBModel property) lagged_label_names (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.xgboost.XGBModel property) LaplaceLikelihood (darts.utils.likelihood_models 中的类) LaplaceNLLScorer (darts.ad.scorers.nll_laplace_scorer 中的类) last_value() (darts.timeseries.TimeSeries 方法) last_values() (darts.timeseries.TimeSeries 方法) LayerNorm (darts.models.components.layer_norm_variants 中的类) LayerNormNoBias (darts.models.components.layer_norm_variants 中的类) length (darts.dataprocessing.dtw.window.CRWindow 属性) (darts.dataprocessing.dtw.window.Itakura 属性) (darts.dataprocessing.dtw.window.SakoeChiba 属性) LightGBMModel (darts.models.forecasting.lgbm 中的类) likelihood (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) Likelihood (darts.utils.likelihood_models 中的类) likelihood_components_names() (darts.utils.likelihood_models.BernoulliLikelihood 方法) (darts.utils.likelihood_models.BetaLikelihood 方法) (darts.utils.likelihood_models.CauchyLikelihood 方法) (darts.utils.likelihood_models.ContinuousBernoulliLikelihood 方法) (darts.utils.likelihood_models.DirichletLikelihood 方法) (darts.utils.likelihood_models.ExponentialLikelihood 方法) (darts.utils.likelihood_models.GammaLikelihood 方法) (darts.utils.likelihood_models.GaussianLikelihood 方法) (darts.utils.likelihood_models.GeometricLikelihood 方法) (darts.utils.likelihood_models.GumbelLikelihood 方法) (darts.utils.likelihood_models.HalfNormalLikelihood 方法) (darts.utils.likelihood_models.LaplaceLikelihood 方法) (darts.utils.likelihood_models.Likelihood 方法) (darts.utils.likelihood_models.LogNormalLikelihood 方法) (darts.utils.likelihood_models.NegativeBinomialLikelihood 方法) (darts.utils.likelihood_models.PoissonLikelihood 方法) (darts.utils.likelihood_models.QuantileRegression 方法) (darts.utils.likelihood_models.WeibullLikelihood 方法) LINEAR (darts.utils.utils.TrendMode 属性) linear_timeseries() (在 darts.utils.timeseries_generation 模块中) LinearRegressionModel (darts.models.forecasting.linear_regression_model 中的类) load() (darts.datasets.AirPassengersDataset 方法) (darts.datasets.AusBeerDataset 方法) (darts.datasets.AustralianTourismDataset 方法) (darts.datasets.dataset_loaders.DatasetLoader 方法) (darts.datasets.dataset_loaders.DatasetLoaderCSV 方法) (darts.datasets.ElectricityConsumptionZurichDataset 方法) (darts.datasets.ElectricityDataset 方法) (darts.datasets.EnergyDataset 方法) (darts.datasets.ETTh1Dataset 方法) (darts.datasets.ETTh2Dataset 方法) (darts.datasets.ETTm1Dataset 方法) (darts.datasets.ETTm2Dataset 方法) (darts.datasets.ExchangeRateDataset 方法) (darts.datasets.GasRateCO2Dataset 方法) (darts.datasets.HeartRateDataset 方法) (darts.datasets.IceCreamHeaterDataset 方法) (darts.datasets.ILINetDataset 方法) (darts.datasets.MonthlyMilkDataset 方法) (darts.datasets.MonthlyMilkIncompleteDataset 方法) (darts.datasets.SunspotsDataset 方法) (darts.datasets.TaxiNewYorkDataset 方法) (darts.datasets.TaylorDataset 方法) (darts.datasets.TemperatureDataset 方法) (darts.datasets.TrafficDataset 方法) (darts.datasets.UberTLCDataset 方法) (darts.datasets.USGasolineDataset 方法) (darts.datasets.WeatherDataset 方法) (darts.datasets.WineDataset 方法) (darts.datasets.WoolyDataset 方法) (darts.models.forecasting.arima.ARIMA 静态方法) (darts.models.forecasting.auto_arima.AutoARIMA 静态方法) (darts.models.forecasting.baselines.NaiveDrift 静态方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 静态方法) (darts.models.forecasting.baselines.NaiveMean 静态方法) (darts.models.forecasting.baselines.NaiveMovingAverage 静态方法) (darts.models.forecasting.baselines.NaiveSeasonal 静态方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 静态方法) (darts.models.forecasting.catboost_model.CatBoostModel 静态方法) (darts.models.forecasting.croston.Croston 静态方法) (darts.models.forecasting.dlinear.DLinearModel 静态方法) (darts.models.forecasting.ensemble_model.EnsembleModel 静态方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 静态方法) (darts.models.forecasting.fft.FFT 静态方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 静态方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 静态方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 静态方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 静态方法) (darts.models.forecasting.lgbm.LightGBMModel 静态方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 静态方法) (darts.models.forecasting.nbeats.NBEATSModel 静态方法) (darts.models.forecasting.nhits.NHiTSModel 静态方法) (darts.models.forecasting.nlinear.NLinearModel 静态方法) (darts.models.forecasting.prophet_model.Prophet 静态方法) (darts.models.forecasting.random_forest.RandomForest 静态方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 静态方法) (darts.models.forecasting.regression_model.RegressionModel 静态方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 静态方法) (darts.models.forecasting.rnn_model.RNNModel 静态方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 静态方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 静态方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 静态方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 静态方法) (darts.models.forecasting.tbats_model.BATS 静态方法) (darts.models.forecasting.tbats_model.TBATS 静态方法) (darts.models.forecasting.tcn_model.TCNModel 静态方法) (darts.models.forecasting.tft_model.TFTModel 静态方法) (darts.models.forecasting.theta.FourTheta 静态方法) (darts.models.forecasting.theta.Theta 静态方法) (darts.models.forecasting.tide_model.TiDEModel 静态方法) (darts.models.forecasting.transformer_model.TransformerModel 静态方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 静态方法) (darts.models.forecasting.varima.VARIMA 静态方法) (darts.models.forecasting.xgboost.XGBModel 静态方法) load_from_checkpoint() (darts.models.forecasting.block_rnn_model.BlockRNNModel 静态方法) (darts.models.forecasting.dlinear.DLinearModel 静态方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 静态方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 静态方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 静态方法) (darts.models.forecasting.nbeats.NBEATSModel 静态方法) (darts.models.forecasting.nhits.NHiTSModel 静态方法) (darts.models.forecasting.nlinear.NLinearModel 静态方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.rnn_model.RNNModel 静态方法) (darts.models.forecasting.tcn_model.TCNModel 静态方法) (darts.models.forecasting.tft_model.TFTModel 静态方法) (darts.models.forecasting.tide_model.TiDEModel 静态方法) (darts.models.forecasting.transformer_model.TransformerModel 静态方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 静态方法)

load_state_dict() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.callbacks.TFMProgressBar 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) load_weights() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) load_weights_from_checkpoint() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) local_rank (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) log() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) log_dict() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) logger (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) loggers (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) LogNormalLikelihood (darts.utils.likelihood_models 中的类) longest_contiguous_slice() (darts.timeseries.TimeSeries 方法) low_threshold (darts.ad.detectors.quantile_detector.QuantileDetector property) (darts.ad.detectors.threshold_detector.ThresholdDetector property) lr_find() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) lr_scheduler_step() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) lr_schedulers() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法)

M

m (darts.dataprocessing.dtw.cost_matrix.CostMatrix 属性) (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) (darts.dataprocessing.dtw.cost_matrix.SparseCostMatrix 属性) (darts.dataprocessing.dtw.dtw.DTWAlignment 属性), [1] (darts.dataprocessing.dtw.window.CRWindow 属性) (darts.dataprocessing.dtw.window.Itakura 属性) (darts.dataprocessing.dtw.window.NoWindow 属性) (darts.dataprocessing.dtw.window.SakoeChiba 属性) (darts.dataprocessing.dtw.window.Window 属性) mae() (在 darts.metrics.metrics 模块中) MAELoss (darts.utils.losses 中的类) manual_backward() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) map() (darts.timeseries.TimeSeries 方法) mape() (在 darts.metrics.metrics 模块中) MapeLoss (darts.utils.losses 中的类) Mapper (darts.dataprocessing.transformers.mappers 中的类) marre() (在 darts.metrics.metrics 模块中) mase() (在 darts.metrics.metrics 模块中) max() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) mc_dropout_enabled (darts.utils.torch.MonteCarloDropout property) mean() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) mean_distance() (darts.dataprocessing.dtw.dtw.DTWAlignment 方法) median() (darts.timeseries.TimeSeries 方法) merr() (在 darts.metrics.metrics 模块中) MIDAS (darts.dataprocessing.transformers.midas 中的类) min() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) min_train_samples (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) min_train_series_length (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.rnn_model.RNNModel property) MinTReconciliator (darts.dataprocessing.transformers.reconciliation 中的类) missing_values_ratio() (在 darts.utils.missing_values 模块中) MissingValuesFiller (darts.dataprocessing.transformers.missing_values_filler 中的类) MixedCovariatesInferenceDataset (darts.utils.data.inference_dataset 中的类) MixedCovariatesSequentialDataset (darts.utils.data.sequential_dataset 中的类) MixedCovariatesShiftedDataset (darts.utils.data.shifted_dataset 中的类) MixedCovariatesTrainingDataset (darts.utils.data.training_dataset 中的类) model (darts.explainability.shap_explainer.ShapExplainer 属性) (darts.explainability.tft_explainer.TFTExplainer 属性) model_created (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property)

model_params (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) ModelMeta (darts.models.forecasting.forecasting_model 中的类) ModelMode (darts.utils.utils 中的类) modules() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) momentum (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 属性) MonteCarloDropout (darts.utils.torch 中的类) MonthlyMilkDataset (darts.datasets 中的类) MonthlyMilkIncompleteDataset (darts.datasets 中的类) MovingAverageFilter (darts.models.filtering.moving_average_filter 中的类) mql() (在 darts.metrics.metrics 模块中) mro() (darts.models.forecasting.forecasting_model.ModelMeta 方法) mse() (在 darts.metrics.metrics 模块中) msse() (在 darts.metrics.metrics 模块中) multi_ts_support() (在 darts.metrics.metrics 模块中) MultiOutputRegressor (darts.utils.multioutput 中的类) MULTIPLICATIVE (darts.utils.utils.ModelMode 属性) (darts.utils.utils.SeasonalityMode 属性) multivariate (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) multivariate_support() (在 darts.metrics.metrics 模块中)

N

n (darts.dataprocessing.dtw.cost_matrix.CostMatrix 属性) (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) (darts.dataprocessing.dtw.cost_matrix.SparseCostMatrix 属性) (darts.dataprocessing.dtw.dtw.DTWAlignment 属性), [1] (darts.dataprocessing.dtw.window.CRWindow 属性) (darts.dataprocessing.dtw.window.Itakura 属性) (darts.dataprocessing.dtw.window.NoWindow 属性) (darts.dataprocessing.dtw.window.SakoeChiba 属性) (darts.dataprocessing.dtw.window.Window 属性) n_components (darts.timeseries.TimeSeries property) n_samples (darts.timeseries.TimeSeries property) n_steps_between() (在 darts.utils.utils 模块中) n_timesteps (darts.timeseries.TimeSeries property) NaiveDrift (darts.models.forecasting.baselines 中的类) NaiveEnsembleModel (darts.models.forecasting.baselines 中的类) NaiveMean (darts.models.forecasting.baselines 中的类) NaiveMovingAverage (darts.models.forecasting.baselines 中的类) NaiveSeasonal (darts.models.forecasting.baselines 中的类) name (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer property) (darts.dataprocessing.transformers.boxcox.BoxCox property) (darts.dataprocessing.transformers.diff.Diff property) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer property) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer property) (darts.dataprocessing.transformers.mappers.InvertibleMapper property) (darts.dataprocessing.transformers.mappers.Mapper property) (darts.dataprocessing.transformers.midas.MIDAS property) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller property) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator property) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator property) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator property) (darts.dataprocessing.transformers.scaler.Scaler property) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer property) (darts.dataprocessing.transformers.window_transformer.WindowTransformer property) (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) named_buffers() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) named_children() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) named_modules() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

named_parameters() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) NBEATSModel (darts.models.forecasting.nbeats 中的类) nbytes (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) ndim (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) NegativeBinomialLikelihood (darts.utils.likelihood_models 中的类) newbyteorder() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) NHiTSModel (darts.models.forecasting.nhits 中的类) NLinearModel (darts.models.forecasting.nlinear 中的类) NLLScorer (darts.ad.scorers.scorers 中的类) NONE (darts.utils.data.utils.CovariateType 属性) (darts.utils.ts_utils.SeriesType 属性) (darts.utils.utils.ModelMode 属性) (darts.utils.utils.SeasonalityMode 属性) nonzero() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) normalized_shape (darts.models.components.layer_norm_variants.LayerNorm 属性) (darts.models.components.layer_norm_variants.LayerNormNoBias 属性) NormScorer (darts.ad.scorers.norm_scorer 中的类) NotImportedModule (darts.models.utils 中的类) NoWindow (darts.dataprocessing.dtw.window 中的类) num_features (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 属性) num_parameters (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.xgboost.XGBModel property) (darts.utils.likelihood_models.BernoulliLikelihood property) (darts.utils.likelihood_models.BetaLikelihood property) (darts.utils.likelihood_models.CauchyLikelihood property) (darts.utils.likelihood_models.ContinuousBernoulliLikelihood property) (darts.utils.likelihood_models.DirichletLikelihood property) (darts.utils.likelihood_models.ExponentialLikelihood property) (darts.utils.likelihood_models.GammaLikelihood property) (darts.utils.likelihood_models.GaussianLikelihood property) (darts.utils.likelihood_models.GeometricLikelihood property) (darts.utils.likelihood_models.GumbelLikelihood property) (darts.utils.likelihood_models.HalfNormalLikelihood property) (darts.utils.likelihood_models.LaplaceLikelihood property) (darts.utils.likelihood_models.Likelihood property) (darts.utils.likelihood_models.LogNormalLikelihood property) (darts.utils.likelihood_models.NegativeBinomialLikelihood property) (darts.utils.likelihood_models.PoissonLikelihood property) (darts.utils.likelihood_models.QuantileRegression property) (darts.utils.likelihood_models.WeibullLikelihood property)

O

on_after_backward() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_after_batch_transfer() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) on_before_backward() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_before_batch_transfer() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) on_before_optimizer_step() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_before_zero_grad() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_exception() (darts.utils.callbacks.TFMProgressBar 方法) on_fit_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_fit_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_gpu (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) on_load_checkpoint() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_predict_batch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_predict_batch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_predict_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_predict_epoch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_predict_epoch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_predict_model_eval() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) on_predict_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_sanity_check_end() (darts.utils.callbacks.TFMProgressBar 方法) on_sanity_check_start() 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(darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_test_batch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_test_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_test_epoch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_test_epoch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_test_model_eval() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) on_test_model_train() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) on_test_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_train_batch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_train_batch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_train_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法)

on_train_epoch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_train_epoch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_train_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_validation_batch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_validation_batch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_validation_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_validation_epoch_end() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) on_validation_epoch_start() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) 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(darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) optimizers() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) OrAggregator (darts.ad.aggregators.or_aggregator 中的类) output_chunk_length (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) output_chunk_shift (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) OWNDATA (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性)

P

p (darts.utils.torch.MonteCarloDropout 属性) parameters() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) partial_fit() (darts.utils.multioutput.MultiOutputRegressor 方法) partition() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) PAST (darts.utils.data.utils.CovariateType 属性) past_components (darts.dataprocessing.encoders.encoders.SequentialEncoder property) past_encoders (darts.dataprocessing.encoders.encoders.SequentialEncoder property) past_transformer (darts.dataprocessing.encoders.encoders.SequentialEncoder property) PastCallableIndexEncoder (darts.dataprocessing.encoders.encoders 中的类) PastCovariatesIndexGenerator (darts.dataprocessing.encoders.encoder_base 中的类) PastCovariatesInferenceDataset (darts.utils.data.inference_dataset 中的类) PastCovariatesSequentialDataset (darts.utils.data.sequential_dataset 中的类) PastCovariatesShiftedDataset (darts.utils.data.shifted_dataset 中的类) PastCovariatesTrainingDataset (darts.utils.data.training_dataset 中的类) PastCyclicEncoder (darts.dataprocessing.encoders.encoders 中的类) PastDatetimeAttributeEncoder (darts.dataprocessing.encoders.encoders 中的类) PastIntegerIndexEncoder (darts.dataprocessing.encoders.encoders 中的类) path() (darts.dataprocessing.dtw.dtw.DTWAlignment 方法) pd_dataframe() (darts.timeseries.TimeSeries 方法) pd_series() (darts.timeseries.TimeSeries 方法) Pipeline (darts.dataprocessing.pipeline 中的类) PLDualCovariatesModule (darts.models.forecasting.pl_forecasting_module 中的类) PLForecastingModule (darts.models.forecasting.pl_forecasting_module 中的类) PLFutureCovariatesModule (darts.models.forecasting.pl_forecasting_module 中的类) PLMixedCovariatesModule (darts.models.forecasting.pl_forecasting_module 中的类) plot() (darts.dataprocessing.dtw.dtw.DTWAlignment 方法) (darts.timeseries.TimeSeries 方法) plot_acf() (在 darts.utils.statistics 模块中) plot_alignment() (darts.dataprocessing.dtw.dtw.DTWAlignment 方法) plot_attention() (darts.explainability.tft_explainer.TFTExplainer 方法) plot_ccf() (在 darts.utils.statistics 模块中) plot_hist() (在 darts.utils.statistics 模块中) plot_pacf() (在 darts.utils.statistics 模块中) plot_residuals_analysis() (在 darts.utils.statistics 模块中) plot_variable_selection() (darts.explainability.tft_explainer.TFTExplainer 方法) PLPastCovariatesModule (darts.models.forecasting.pl_forecasting_module 中的类) PLSplitCovariatesModule (darts.models.forecasting.pl_forecasting_module 中的类) PoissonLikelihood (darts.utils.likelihood_models 中的类) PoissonNLLScorer (darts.ad.scorers.nll_poisson_scorer 中的类) pre_process_csv_fn (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) pre_process_zipped_csv_fn (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) pred_batch_size (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) pred_mc_dropout (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) pred_n (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) pred_n_jobs (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) pred_num_samples (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) pred_roll_size (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) predict() (darts.ad.aggregators.aggregators.Aggregator 方法) (darts.ad.aggregators.aggregators.FittableAggregator 方法) (darts.ad.aggregators.and_aggregator.AndAggregator 方法) (darts.ad.aggregators.ensemble_sklearn_aggregator.EnsembleSklearnAggregator 方法) (darts.ad.aggregators.or_aggregator.OrAggregator 方法) (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) (darts.utils.multioutput.MultiOutputRegressor 方法)

predict_dataloader() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) predict_description (darts.utils.callbacks.TFMProgressBar property) predict_from_dataset() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) predict_likelihood_parameters (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) predict_likelihood_parameters() (darts.utils.likelihood_models.BernoulliLikelihood 方法) (darts.utils.likelihood_models.BetaLikelihood 方法) (darts.utils.likelihood_models.CauchyLikelihood 方法) (darts.utils.likelihood_models.ContinuousBernoulliLikelihood 方法) (darts.utils.likelihood_models.DirichletLikelihood 方法) (darts.utils.likelihood_models.ExponentialLikelihood 方法) (darts.utils.likelihood_models.GammaLikelihood 方法) (darts.utils.likelihood_models.GaussianLikelihood 方法) (darts.utils.likelihood_models.GeometricLikelihood 方法) (darts.utils.likelihood_models.GumbelLikelihood 方法) (darts.utils.likelihood_models.HalfNormalLikelihood 方法) (darts.utils.likelihood_models.LaplaceLikelihood 方法) (darts.utils.likelihood_models.Likelihood 方法) (darts.utils.likelihood_models.LogNormalLikelihood 方法) (darts.utils.likelihood_models.NegativeBinomialLikelihood 方法) (darts.utils.likelihood_models.PoissonLikelihood 方法) (darts.utils.likelihood_models.QuantileRegression 方法) (darts.utils.likelihood_models.WeibullLikelihood 方法) predict_progress_bar (darts.utils.callbacks.TFMProgressBar property) predict_raw() (darts.models.forecasting.prophet_model.Prophet 方法) predict_series() (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel 方法) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel 方法) predict_step() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) prepare_data() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) prepare_data_per_node (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) prepend() (darts.timeseries.TimeSeries 方法) prepend_values() (darts.timeseries.TimeSeries 方法) print() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) process_horizons_and_targets() (在 darts.explainability.utils 模块中) process_input() (在 darts.explainability.utils 模块中) process_position (darts.utils.callbacks.TFMProgressBar property) prod() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) Prophet (darts.models.forecasting.prophet_model 中的类) ptp() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) put() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) PyODScorer (darts.ad.scorers.pyod_scorer 中的类)

Q

ql() (在 darts.metrics.metrics 模块中) qr() (在 darts.metrics.metrics 模块中) quantile() (darts.timeseries.TimeSeries 方法) quantile_df() (darts.timeseries.TimeSeries 方法)

quantile_timeseries() (darts.timeseries.TimeSeries 方法) QuantileDetector (darts.ad.detectors.quantile_detector 中的类) QuantileRegression (darts.utils.likelihood_models 中的类) quantiles_df() (darts.timeseries.TimeSeries 方法)

R

r2_score() (在 darts.metrics.metrics 模块中) random_component_values() (darts.timeseries.TimeSeries 方法) random_method() (在 darts.utils.torch 模块中) random_walk_timeseries() (在 darts.utils.timeseries_generation 模块中) RandomForest (darts.models.forecasting.random_forest 中的类) ravel() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) real (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) refresh_rate (darts.utils.callbacks.TFMProgressBar property) register() (darts.models.forecasting.forecasting_model.ModelMeta 方法) register_backward_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_buffer() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_forward_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_forward_pre_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_full_backward_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_full_backward_pre_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_load_state_dict_post_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_module() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

register_parameter() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) register_state_dict_pre_hook() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) ReGLU (darts.models.components.glu_variants 中的类) RegressionEnsembleModel (darts.models.forecasting.regression_ensemble_model 中的类) RegressionModel (darts.models.forecasting.regression_model 中的类) RegressionModelWithCategoricalCovariates (darts.models.forecasting.regression_model 中的类) ReLU (darts.models.components.glu_variants 中的类) remove_from_series() (在 darts.utils.statistics 模块中) remove_seasonality() (在 darts.utils.statistics 模块中) remove_trend() (在 darts.utils.statistics 模块中) repeat() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) requires_fit (darts.dataprocessing.encoders.encoder_base.Encoder property) (darts.dataprocessing.encoders.encoder_base.SingleEncoder property) (darts.dataprocessing.encoders.encoders.CallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.CyclicTemporalEncoder property) (darts.dataprocessing.encoders.encoders.DatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.FutureCyclicEncoder property) (darts.dataprocessing.encoders.encoders.FutureDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.FutureIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.IntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCallableIndexEncoder property) (darts.dataprocessing.encoders.encoders.PastCyclicEncoder property) (darts.dataprocessing.encoders.encoders.PastDatetimeAttributeEncoder property) (darts.dataprocessing.encoders.encoders.PastIntegerIndexEncoder property) (darts.dataprocessing.encoders.encoders.SequentialEncoder property) requires_grad_() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) resample() (darts.timeseries.TimeSeries 方法) rescale_with_value() (darts.timeseries.TimeSeries 方法) reset_dataloader_idx_tracker() (darts.utils.callbacks.TFMProgressBar 方法) reset_model() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) reset_parameters() (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) reset_running_stats() (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) reshape() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) residuals() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) resize() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) retain_period_common_to_all() (在 darts.utils.ts_utils 模块中) RINorm (darts.models.components.layer_norm_variants 中的类) rmse() (在 darts.metrics.metrics 模块中) rmsle() (在 darts.metrics.metrics 模块中) RMSNorm (darts.models.components.layer_norm_variants 中的类) rmsse() (在 darts.metrics.metrics 模块中) RNNModel (darts.models.forecasting.rnn_model 中的类) round() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法)

S

SakoeChiba (darts.dataprocessing.dtw.window 中的类) sample() (darts.utils.likelihood_models.BernoulliLikelihood 方法) (darts.utils.likelihood_models.BetaLikelihood 方法) (darts.utils.likelihood_models.CauchyLikelihood 方法) (darts.utils.likelihood_models.ContinuousBernoulliLikelihood 方法) (darts.utils.likelihood_models.DirichletLikelihood 方法) (darts.utils.likelihood_models.ExponentialLikelihood 方法) (darts.utils.likelihood_models.GammaLikelihood 方法) (darts.utils.likelihood_models.GaussianLikelihood 方法) (darts.utils.likelihood_models.GeometricLikelihood 方法) (darts.utils.likelihood_models.GumbelLikelihood 方法) (darts.utils.likelihood_models.HalfNormalLikelihood 方法) (darts.utils.likelihood_models.LaplaceLikelihood 方法) (darts.utils.likelihood_models.Likelihood 方法) (darts.utils.likelihood_models.LogNormalLikelihood 方法) (darts.utils.likelihood_models.NegativeBinomialLikelihood 方法) (darts.utils.likelihood_models.PoissonLikelihood 方法) (darts.utils.likelihood_models.QuantileRegression 方法) (darts.utils.likelihood_models.WeibullLikelihood 方法) sanity_check_description (darts.utils.callbacks.TFMProgressBar property) sape() (在 darts.metrics.metrics 模块中) save() (darts.models.forecasting.arima.ARIMA 方法) (darts.models.forecasting.auto_arima.AutoARIMA 方法) (darts.models.forecasting.baselines.NaiveDrift 方法) (darts.models.forecasting.baselines.NaiveEnsembleModel 方法) (darts.models.forecasting.baselines.NaiveMean 方法) (darts.models.forecasting.baselines.NaiveMovingAverage 方法) (darts.models.forecasting.baselines.NaiveSeasonal 方法) (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.catboost_model.CatBoostModel 方法) (darts.models.forecasting.croston.Croston 方法) (darts.models.forecasting.dlinear.DLinearModel 方法) (darts.models.forecasting.ensemble_model.EnsembleModel 方法) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing 方法) (darts.models.forecasting.fft.FFT 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) (darts.models.forecasting.kalman_forecaster.KalmanForecaster 方法) (darts.models.forecasting.lgbm.LightGBMModel 方法) (darts.models.forecasting.linear_regression_model.LinearRegressionModel 方法) (darts.models.forecasting.nbeats.NBEATSModel 方法) (darts.models.forecasting.nhits.NHiTSModel 方法) (darts.models.forecasting.nlinear.NLinearModel 方法) (darts.models.forecasting.prophet_model.Prophet 方法) (darts.models.forecasting.random_forest.RandomForest 方法) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel 方法) (darts.models.forecasting.regression_model.RegressionModel 方法) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA 方法) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES 方法) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS 方法) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta 方法) (darts.models.forecasting.tbats_model.BATS 方法) (darts.models.forecasting.tbats_model.TBATS 方法) (darts.models.forecasting.tcn_model.TCNModel 方法) (darts.models.forecasting.tft_model.TFTModel 方法) (darts.models.forecasting.theta.FourTheta 方法) (darts.models.forecasting.theta.Theta 方法) (darts.models.forecasting.tide_model.TiDEModel 方法) (darts.models.forecasting.transformer_model.TransformerModel 方法) (darts.models.forecasting.tsmixer_model.TSMixerModel 方法) (darts.models.forecasting.varima.VARIMA 方法) (darts.models.forecasting.xgboost.XGBModel 方法) save_hyperparameters() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) Scaler (darts.dataprocessing.transformers.scaler 中的类) score() (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel 方法) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) (darts.utils.multioutput.MultiOutputRegressor 方法) score_from_prediction() (darts.ad.scorers.difference_scorer.DifferenceScorer 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.nll_cauchy_scorer.CauchyNLLScorer 方法) (darts.ad.scorers.nll_exponential_scorer.ExponentialNLLScorer 方法) (darts.ad.scorers.nll_gamma_scorer.GammaNLLScorer 方法) (darts.ad.scorers.nll_gaussian_scorer.GaussianNLLScorer 方法) (darts.ad.scorers.nll_laplace_scorer.LaplaceNLLScorer 方法) (darts.ad.scorers.nll_poisson_scorer.PoissonNLLScorer 方法) (darts.ad.scorers.norm_scorer.NormScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.AnomalyScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.NLLScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) scorers_are_trainable (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel property) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel property) scorers_are_univariate (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel property) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel property) se() (在 darts.metrics.metrics 模块中) searchsorted() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) SeasonalityMode (darts.utils.utils 中的类) select_best_model() (darts.models.forecasting.theta.FourTheta 静态方法) SEQ (darts.utils.ts_utils.SeriesType 属性) seq2series() (在 darts.utils.ts_utils 模块中) SEQ_SEQ (darts.utils.ts_utils.SeriesType 属性) SequentialEncoder (darts.dataprocessing.encoders.encoders 中的类) SequentialEncoderTransformer (darts.dataprocessing.encoders.encoder_base 中的类) series1 (darts.dataprocessing.dtw.dtw.DTWAlignment 属性), [1] series2 (darts.dataprocessing.dtw.dtw.DTWAlignment 属性), [1] series2seq() (在 darts.utils.ts_utils 模块中) SeriesType (darts.utils.ts_utils 中的类) set_extra_state() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) set_fit_request() (darts.utils.multioutput.MultiOutputRegressor 方法) set_mc_dropout() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) set_n_jobs() (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 方法) (darts.dataprocessing.transformers.boxcox.BoxCox 方法) (darts.dataprocessing.transformers.diff.Diff 方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 方法) (darts.dataprocessing.transformers.mappers.Mapper 方法) (darts.dataprocessing.transformers.midas.MIDAS 方法) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller 方法) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 方法) (darts.dataprocessing.transformers.scaler.Scaler 方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 方法) (darts.dataprocessing.transformers.window_transformer.WindowTransformer 方法) set_params() (darts.utils.multioutput.MultiOutputRegressor 方法) set_partial_fit_request() (darts.utils.multioutput.MultiOutputRegressor 方法) set_predict_parameters() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) set_score_request() (darts.utils.multioutput.MultiOutputRegressor 方法) set_verbose() (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 方法) (darts.dataprocessing.transformers.boxcox.BoxCox 方法) (darts.dataprocessing.transformers.diff.Diff 方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 方法) (darts.dataprocessing.transformers.mappers.Mapper 方法) (darts.dataprocessing.transformers.midas.MIDAS 方法) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller 方法) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 方法) (darts.dataprocessing.transformers.scaler.Scaler 方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 方法) (darts.dataprocessing.transformers.window_transformer.WindowTransformer 方法) setfield() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) setflags() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) setup() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.utils.callbacks.TFMProgressBar 方法) shape (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) ShapExplainabilityResult (darts.explainability.explainability_result 中的类) ShapExplainer (darts.explainability.shap_explainer 中的类) share_memory() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) shift() (darts.timeseries.TimeSeries 方法) show_anomalies() (darts.ad.anomaly_model.filtering_am.FilteringAnomalyModel 方法) (darts.ad.anomaly_model.forecasting_am.ForecastingAnomalyModel 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) show_anomalies_from_prediction() (darts.ad.scorers.difference_scorer.DifferenceScorer 方法) (darts.ad.scorers.kmeans_scorer.KMeansScorer 方法) (darts.ad.scorers.nll_cauchy_scorer.CauchyNLLScorer 方法) (darts.ad.scorers.nll_exponential_scorer.ExponentialNLLScorer 方法) (darts.ad.scorers.nll_gamma_scorer.GammaNLLScorer 方法) (darts.ad.scorers.nll_gaussian_scorer.GaussianNLLScorer 方法) (darts.ad.scorers.nll_laplace_scorer.LaplaceNLLScorer 方法) (darts.ad.scorers.nll_poisson_scorer.PoissonNLLScorer 方法) (darts.ad.scorers.norm_scorer.NormScorer 方法) (darts.ad.scorers.pyod_scorer.PyODScorer 方法) (darts.ad.scorers.scorers.AnomalyScorer 方法) (darts.ad.scorers.scorers.FittableAnomalyScorer 方法) (darts.ad.scorers.scorers.NLLScorer 方法) (darts.ad.scorers.scorers.WindowedAnomalyScorer 方法) (darts.ad.scorers.wasserstein_scorer.WassersteinScorer 方法) show_anomalies_from_scores() (在 darts.ad.utils 模块中) simplified_name() (darts.utils.likelihood_models.BernoulliLikelihood 方法) (darts.utils.likelihood_models.BetaLikelihood 方法) (darts.utils.likelihood_models.CauchyLikelihood 方法) (darts.utils.likelihood_models.ContinuousBernoulliLikelihood 方法) (darts.utils.likelihood_models.DirichletLikelihood 方法) (darts.utils.likelihood_models.ExponentialLikelihood 方法) (darts.utils.likelihood_models.GammaLikelihood 方法) (darts.utils.likelihood_models.GaussianLikelihood 方法) (darts.utils.likelihood_models.GeometricLikelihood 方法) (darts.utils.likelihood_models.GumbelLikelihood 方法) (darts.utils.likelihood_models.HalfNormalLikelihood 方法) (darts.utils.likelihood_models.LaplaceLikelihood 方法) (darts.utils.likelihood_models.Likelihood 方法) (darts.utils.likelihood_models.LogNormalLikelihood 方法) (darts.utils.likelihood_models.NegativeBinomialLikelihood 方法) (darts.utils.likelihood_models.PoissonLikelihood 方法) (darts.utils.likelihood_models.QuantileRegression 方法) (darts.utils.likelihood_models.WeibullLikelihood 方法) sine_timeseries() (在 darts.utils.timeseries_generation 模块中) SINGLE (darts.utils.ts_utils.SeriesType 属性) SingleEncoder (darts.dataprocessing.encoders.encoder_base 中的类) size (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) skew() (darts.timeseries.TimeSeries 方法) sle() (在 darts.metrics.metrics 模块中) slice() (darts.timeseries.TimeSeries 方法) slice_index() (在 darts.utils.utils 模块中) slice_intersect() (darts.timeseries.TimeSeries 方法) slice_intersect_times() (darts.timeseries.TimeSeries 方法) slice_intersect_values() (darts.timeseries.TimeSeries 方法) slice_n_points_after() (darts.timeseries.TimeSeries 方法) slice_n_points_before() (darts.timeseries.TimeSeries 方法) smape() (在 darts.metrics.metrics 模块中) SmapeLoss (darts.utils.losses 中的类) sort() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) SparseCostMatrix (darts.dataprocessing.dtw.cost_matrix 中的类) split_after() (darts.timeseries.TimeSeries 方法) split_before() (darts.timeseries.TimeSeries 方法) SplitCovariatesInferenceDataset (darts.utils.data.inference_dataset 中的类) SplitCovariatesSequentialDataset (darts.utils.data.sequential_dataset 中的类) SplitCovariatesShiftedDataset (darts.utils.data.shifted_dataset 中的类) SplitCovariatesTrainingDataset (darts.utils.data.training_dataset 中的类) squeeze() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) sse() (在 darts.metrics.metrics 模块中) stack() (darts.timeseries.TimeSeries 方法) stack_samples() (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 静态方法) (darts.dataprocessing.transformers.boxcox.BoxCox 静态方法) (darts.dataprocessing.transformers.diff.Diff 静态方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 静态方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 静态方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 静态方法) (darts.dataprocessing.transformers.mappers.Mapper 静态方法) (darts.dataprocessing.transformers.midas.MIDAS 静态方法) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller 静态方法) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 静态方法) (darts.dataprocessing.transformers.scaler.Scaler 静态方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 静态方法) (darts.dataprocessing.transformers.window_transformer.WindowTransformer 静态方法) start_time() (darts.timeseries.TimeSeries 方法) state_dict() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.callbacks.TFMProgressBar 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法) state_key (darts.utils.callbacks.TFMProgressBar property) static_covariates (darts.timeseries.TimeSeries property) static_covariates_values() (darts.timeseries.TimeSeries 方法) StaticCovariatesTransformer (darts.dataprocessing.transformers.static_covariates_transformer 中的类) stationarity_test_adf() (在 darts.utils.statistics 模块中) stationarity_test_kpss() (在 darts.utils.statistics 模块中) stationarity_tests() (在 darts.utils.statistics 模块中) StatsForecastAutoARIMA (darts.models.forecasting.sf_auto_arima 中的类) StatsForecastAutoCES (darts.models.forecasting.sf_auto_ces 中的类) StatsForecastAutoETS (darts.models.forecasting.sf_auto_ets 中的类) StatsForecastAutoTheta (darts.models.forecasting.sf_auto_theta 中的类) std() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) strict_loading (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) strided_moving_window() (在 darts.utils.data.tabularization 模块中) strides (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) strip() (darts.timeseries.TimeSeries 方法) sum() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) summary_plot() (darts.explainability.shap_explainer.ShapExplainer 方法) SunspotsDataset (darts.datasets 中的类) supports_future_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel 属性) (darts.models.forecasting.nhits.NHiTSModel 属性) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel 属性) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel 属性) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property)

supports_likelihood_parameter_prediction (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_likelihood_parameter_prediction() (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) supports_multivariate (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_optimized_historical_forecasts (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_past_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_probabilistic_prediction (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule property) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule property) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_probabilistic_prediction() (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift 方法) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal 方法) supports_sample_weight (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_static_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_transferrable_series_prediction (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) supports_val_set (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.xgboost.XGBModel property) swapaxes() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) SwiGLU (darts.models.components.glu_variants 中的类)

T

T (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) T_destination (darts.models.components.feed_forward.FeedForward 属性) (darts.models.components.glu_variants.Bilinear 属性) (darts.models.components.glu_variants.GEGLU 属性) (darts.models.components.glu_variants.GELU 属性) (darts.models.components.glu_variants.GLU 属性) (darts.models.components.glu_variants.ReGLU 属性) (darts.models.components.glu_variants.ReLU 属性) (darts.models.components.glu_variants.SwiGLU 属性) (darts.models.components.layer_norm_variants.LayerNorm 属性) (darts.models.components.layer_norm_variants.LayerNormNoBias 属性) (darts.models.components.layer_norm_variants.RINorm 属性) (darts.models.components.layer_norm_variants.RMSNorm 属性) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 属性) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 属性) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 属性) 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(darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

U

UberTLCDataset (darts.datasets 中的类) unapply_component_mask() (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 静态方法) (darts.dataprocessing.transformers.boxcox.BoxCox 静态方法) (darts.dataprocessing.transformers.diff.Diff 静态方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 静态方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 静态方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 静态方法) (darts.dataprocessing.transformers.mappers.Mapper 静态方法) (darts.dataprocessing.transformers.midas.MIDAS 静态方法) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller 静态方法) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 静态方法) (darts.dataprocessing.transformers.scaler.Scaler 静态方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 静态方法) (darts.dataprocessing.transformers.window_transformer.WindowTransformer 静态方法) unfreeze() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) univariate_component() (darts.timeseries.TimeSeries 方法) univariate_values() (darts.timeseries.TimeSeries 方法) unpack_sf_dict() (在 darts.models.components.statsforecast_utils 模块中) unstack_samples() (darts.dataprocessing.transformers.base_data_transformer.BaseDataTransformer 静态方法) (darts.dataprocessing.transformers.boxcox.BoxCox 静态方法) (darts.dataprocessing.transformers.diff.Diff 静态方法) (darts.dataprocessing.transformers.fittable_data_transformer.FittableDataTransformer 静态方法) (darts.dataprocessing.transformers.invertible_data_transformer.InvertibleDataTransformer 静态方法) (darts.dataprocessing.transformers.mappers.InvertibleMapper 静态方法) (darts.dataprocessing.transformers.mappers.Mapper 静态方法) (darts.dataprocessing.transformers.midas.MIDAS 静态方法) (darts.dataprocessing.transformers.missing_values_filler.MissingValuesFiller 静态方法) (darts.dataprocessing.transformers.reconciliation.BottomUpReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.MinTReconciliator 静态方法) (darts.dataprocessing.transformers.reconciliation.TopDownReconciliator 静态方法) (darts.dataprocessing.transformers.scaler.Scaler 静态方法) (darts.dataprocessing.transformers.static_covariates_transformer.StaticCovariatesTransformer 静态方法) (darts.dataprocessing.transformers.window_transformer.WindowTransformer 静态方法) untoggle_optimizer() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) untrained_model() (darts.models.forecasting.block_rnn_model.BlockRNNModel 方法) (darts.models.forecasting.rnn_model.RNNModel 方法) uri (darts.datasets.dataset_loaders.DatasetLoaderMetadata 属性) usable (darts.models.utils.NotImportedModule 属性) uses_future_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property)

uses_past_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) uses_static_covariates (darts.models.forecasting.arima.ARIMA property) (darts.models.forecasting.auto_arima.AutoARIMA property) (darts.models.forecasting.baselines.NaiveDrift property) (darts.models.forecasting.baselines.NaiveEnsembleModel property) (darts.models.forecasting.baselines.NaiveMean property) (darts.models.forecasting.baselines.NaiveMovingAverage property) (darts.models.forecasting.baselines.NaiveSeasonal property) (darts.models.forecasting.block_rnn_model.BlockRNNModel property) (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.croston.Croston property) (darts.models.forecasting.dlinear.DLinearModel property) (darts.models.forecasting.ensemble_model.EnsembleModel property) (darts.models.forecasting.exponential_smoothing.ExponentialSmoothing property) (darts.models.forecasting.fft.FFT property) (darts.models.forecasting.global_baseline_models.GlobalNaiveAggregate property) (darts.models.forecasting.global_baseline_models.GlobalNaiveDrift property) (darts.models.forecasting.global_baseline_models.GlobalNaiveSeasonal property) (darts.models.forecasting.kalman_forecaster.KalmanForecaster property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.nbeats.NBEATSModel property) (darts.models.forecasting.nhits.NHiTSModel property) (darts.models.forecasting.nlinear.NLinearModel property) (darts.models.forecasting.prophet_model.Prophet property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_ensemble_model.RegressionEnsembleModel property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.rnn_model.RNNModel property) (darts.models.forecasting.sf_auto_arima.StatsForecastAutoARIMA property) (darts.models.forecasting.sf_auto_ces.StatsForecastAutoCES property) (darts.models.forecasting.sf_auto_ets.StatsForecastAutoETS property) (darts.models.forecasting.sf_auto_theta.StatsForecastAutoTheta property) (darts.models.forecasting.tbats_model.BATS property) (darts.models.forecasting.tbats_model.TBATS property) (darts.models.forecasting.tcn_model.TCNModel property) (darts.models.forecasting.tft_model.TFTModel property) (darts.models.forecasting.theta.FourTheta property) (darts.models.forecasting.theta.Theta property) (darts.models.forecasting.tide_model.TiDEModel property) (darts.models.forecasting.transformer_model.TransformerModel property) (darts.models.forecasting.tsmixer_model.TSMixerModel property) (darts.models.forecasting.varima.VARIMA property) (darts.models.forecasting.xgboost.XGBModel property) USGasolineDataset (darts.datasets 中的类)

V

val_criterion_reduction (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 属性) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 属性) val_dataloader() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) val_progress_bar (darts.utils.callbacks.TFMProgressBar property) val_set_params (darts.models.forecasting.catboost_model.CatBoostModel property) (darts.models.forecasting.lgbm.LightGBMModel property) (darts.models.forecasting.linear_regression_model.LinearRegressionModel property) (darts.models.forecasting.random_forest.RandomForest property) (darts.models.forecasting.regression_model.RegressionModel property) (darts.models.forecasting.regression_model.RegressionModelWithCategoricalCovariates property) (darts.models.forecasting.xgboost.XGBModel property)

validation_description (darts.utils.callbacks.TFMProgressBar property) validation_step() (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) values() (darts.timeseries.TimeSeries 方法) var() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法) (darts.timeseries.TimeSeries 方法) VARIMA (darts.models.forecasting.varima 中的类) view() (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 方法)

W

warped() (darts.dataprocessing.dtw.dtw.DTWAlignment 方法) WassersteinScorer (darts.ad.scorers.wasserstein_scorer 中的类) WeatherDataset (darts.datasets 中的类) WeibullLikelihood (darts.utils.likelihood_models 中的类) width (darts.timeseries.TimeSeries property) Window (darts.dataprocessing.dtw.window 中的类) window_transform() (darts.timeseries.TimeSeries 方法) WindowedAnomalyScorer (darts.ad.scorers.scorers 中的类) WindowTransformer (darts.dataprocessing.transformers.window_transformer 中的类)

WineDataset (darts.datasets 中的类) with_columns_renamed() (darts.timeseries.TimeSeries 方法) with_hierarchy() (darts.timeseries.TimeSeries 方法) with_static_covariates() (darts.timeseries.TimeSeries 方法) with_times_and_values() (darts.timeseries.TimeSeries 方法) with_traceback() (darts.datasets.dataset_loaders.DatasetLoadingException 方法) with_values() (darts.timeseries.TimeSeries 方法) WoolyDataset (darts.datasets 中的类) WRITEABLE (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性) WRITEBACKIFCOPY (darts.dataprocessing.dtw.cost_matrix.DenseCostMatrix 属性)

X

xgb_quantile_loss() (在 darts.models.forecasting.xgboost 模块中) XGBModel (darts.models.forecasting.xgboost 中的类) xpu() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

Z

zero_grad() (darts.models.components.feed_forward.FeedForward 方法) (darts.models.components.glu_variants.Bilinear 方法) (darts.models.components.glu_variants.GEGLU 方法) (darts.models.components.glu_variants.GELU 方法) (darts.models.components.glu_variants.GLU 方法) (darts.models.components.glu_variants.ReGLU 方法) (darts.models.components.glu_variants.ReLU 方法) (darts.models.components.glu_variants.SwiGLU 方法) (darts.models.components.layer_norm_variants.LayerNorm 方法) (darts.models.components.layer_norm_variants.LayerNormNoBias 方法) (darts.models.components.layer_norm_variants.RINorm 方法) (darts.models.components.layer_norm_variants.RMSNorm 方法) (darts.models.components.transformer.CustomFeedForwardDecoderLayer 方法) (darts.models.components.transformer.CustomFeedForwardEncoderLayer 方法) (darts.models.forecasting.pl_forecasting_module.PLDualCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLForecastingModule 方法) (darts.models.forecasting.pl_forecasting_module.PLFutureCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLMixedCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLPastCovariatesModule 方法) (darts.models.forecasting.pl_forecasting_module.PLSplitCovariatesModule 方法) (darts.models.forecasting.tsmixer_model.TimeBatchNorm2d 方法) (darts.utils.losses.MAELoss 方法) (darts.utils.losses.MapeLoss 方法) (darts.utils.losses.SmapeLoss 方法) (darts.utils.torch.MonteCarloDropout 方法)

模

模块 darts darts.ad darts.ad.aggregators darts.ad.aggregators.aggregators darts.ad.aggregators.and_aggregator darts.ad.aggregators.ensemble_sklearn_aggregator darts.ad.aggregators.or_aggregator darts.ad.anomaly_model darts.ad.anomaly_model.anomaly_model darts.ad.anomaly_model.filtering_am darts.ad.anomaly_model.forecasting_am darts.ad.detectors darts.ad.detectors.detectors darts.ad.detectors.quantile_detector darts.ad.detectors.threshold_detector darts.ad.scorers darts.ad.scorers.difference_scorer darts.ad.scorers.kmeans_scorer darts.ad.scorers.nll_cauchy_scorer darts.ad.scorers.nll_exponential_scorer darts.ad.scorers.nll_gamma_scorer darts.ad.scorers.nll_gaussian_scorer darts.ad.scorers.nll_laplace_scorer darts.ad.scorers.nll_poisson_scorer darts.ad.scorers.norm_scorer darts.ad.scorers.pyod_scorer darts.ad.scorers.scorers darts.ad.scorers.wasserstein_scorer darts.ad.utils darts.dataprocessing darts.dataprocessing.dtw darts.dataprocessing.dtw.cost_matrix darts.dataprocessing.dtw.dtw darts.dataprocessing.dtw.window darts.dataprocessing.encoders darts.dataprocessing.encoders.encoder_base darts.dataprocessing.encoders.encoders darts.dataprocessing.pipeline darts.dataprocessing.transformers darts.dataprocessing.transformers.base_data_transformer darts.dataprocessing.transformers.boxcox darts.dataprocessing.transformers.diff darts.dataprocessing.transformers.fittable_data_transformer darts.dataprocessing.transformers.invertible_data_transformer darts.dataprocessing.transformers.mappers darts.dataprocessing.transformers.midas darts.dataprocessing.transformers.missing_values_filler darts.dataprocessing.transformers.reconciliation darts.dataprocessing.transformers.scaler darts.dataprocessing.transformers.static_covariates_transformer darts.dataprocessing.transformers.window_transformer darts.datasets darts.datasets.dataset_loaders darts.explainability darts.explainability.explainability darts.explainability.explainability_result darts.explainability.shap_explainer darts.explainability.tft_explainer darts.explainability.utils darts.metrics darts.metrics.metrics darts.models darts.models.components darts.models.components.feed_forward darts.models.components.glu_variants darts.models.components.layer_norm_variants darts.models.components.statsforecast_utils darts.models.components.transformer darts.models.filtering darts.models.filtering.filtering_model darts.models.filtering.gaussian_process_filter darts.models.filtering.kalman_filter darts.models.filtering.moving_average_filter darts.models.forecasting darts.models.forecasting.arima darts.models.forecasting.auto_arima darts.models.forecasting.baselines darts.models.forecasting.catboost_model darts.models.forecasting.croston darts.models.forecasting.dlinear darts.models.forecasting.ensemble_model darts.models.forecasting.exponential_smoothing darts.models.forecasting.fft darts.models.forecasting.forecasting_model darts.models.forecasting.global_baseline_models darts.models.forecasting.kalman_forecaster darts.models.forecasting.lgbm darts.models.forecasting.linear_regression_model darts.models.forecasting.nbeats darts.models.forecasting.nhits darts.models.forecasting.nlinear darts.models.forecasting.pl_forecasting_module darts.models.forecasting.prophet_model darts.models.forecasting.random_forest darts.models.forecasting.regression_ensemble_model darts.models.forecasting.regression_model darts.models.forecasting.sf_auto_arima darts.models.forecasting.sf_auto_ces darts.models.forecasting.sf_auto_ets darts.models.forecasting.sf_auto_theta darts.models.forecasting.tbats_model darts.models.forecasting.tcn_model darts.models.forecasting.tft_model darts.models.forecasting.tft_submodels darts.models.forecasting.theta darts.models.forecasting.tide_model darts.models.forecasting.torch_forecasting_model darts.models.forecasting.transformer_model darts.models.forecasting.tsmixer_model darts.models.forecasting.varima darts.models.forecasting.xgboost darts.models.utils darts.timeseries darts.utils darts.utils.callbacks darts.utils.data darts.utils.data.horizon_based_dataset darts.utils.data.inference_dataset darts.utils.data.sequential_dataset darts.utils.data.shifted_dataset darts.utils.data.tabularization darts.utils.data.training_dataset darts.utils.data.utils darts.utils.historical_forecasts darts.utils.historical_forecasts.optimized_historical_forecasts_regression darts.utils.historical_forecasts.optimized_historical_forecasts_torch darts.utils.historical_forecasts.utils darts.utils.likelihood_models darts.utils.losses darts.utils.missing_values darts.utils.model_selection darts.utils.multioutput darts.utils.statistics darts.utils.timeseries_generation darts.utils.torch darts.utils.ts_utils darts.utils.utils