nbeats_layer#

Layer for nbeats

Functions

generic_model(theta, t_b, t_f)

Generate the generic backcast and forecast using linear projections.

seasonality_model(theta, t_b, t_f, ...)

Generate the seasonality backcast and forecast using Fourier basis functions.

trend_model(theta, t_b, t_f, polynomial_size)

Generate the trend backcast and forecast using polynomial basis functions.

Classes

GenericBlock(*args, **kwargs)

Generic block that learns arbitrary patterns in time series data.

SeasonalityBlock(*args, **kwargs)

Seasonality block

TrendBlock(*args, **kwargs)

Trend block that learns trend patterns using polynomial basis functions.