temporal_fusion_transformer

The temporal fusion transformer is a powerful predictive model for forecasting timeseries

Classes

TemporalFusionTransformer(hidden_size, …)

Temporal Fusion Transformer for forecasting timeseries - use its from_dataset() method if possible.

Modules

pytorch_forecasting.models.temporal_fusion_transformer.sub_modules	Implementation of nn.Modules for temporal fusion transformer.
pytorch_forecasting.models.temporal_fusion_transformer.tuning	Hyperparameters can be efficiently tuned with optuna.

RecurrentNetwork TemporalFusionTransformer