autoformer#

Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

Classes

AutoFormer([predict_sequence_length, config])

AutoFormer model

AutoFormerConfig([kernel_size, hidden_size, ...])

Configuration class to store the configuration of a [AutoFormer]

Decoder(*args, **kwargs)

Decoder for Autoformer architecture.

DecoderLayer(*args, **kwargs)

Decoder Layer for Autoformer architecture.

Encoder(*args, **kwargs)

Encoder for Autoformer architecture.

EncoderLayer(*args, **kwargs)

Encoder Layer for Autoformer architecture.