WaveNet

class tfts.models.wavenet.WaveNet(predict_sequence_length: int = 1, config: WaveNetConfig | None = None)

Bases: BaseModel

WaveNet model for time series

Initializes the WaveNet model.

Parameters:

• predict_sequence_length – Length of the prediction sequence.

• config – Configuration object containing model parameters.

Inherited-members:

Methods

build_model(inputs)
compute_output_shape(input_shape)
get_config()
load_pretrained_weights(weights_dir)
predict(x, **kwargs)
save_model(weights_dir)
save_pretrained(save_directory[, ...])
save_weights(weights_path)
summary()
to_model()