timeseria.models.forecasters

Forecasting models.

Classes

Forecaster()

A generic forecasting model.

AARIMAForecaster()

A forecasting model based on Auto-ARIMA.

ARIMAForecaster([p, d, q])

A forecasting model based on ARIMA.

LSTMForecaster([window, features, neurons, ...])

A forecasting model based on a LSTM neural network.

PeriodicAverageForecaster([window])

A forecasting model based on periodic averages, offsetted with respect to a given window.

ProphetForecaster()

A forecasting model based on Prophet.

LinearRegressionForecaster([window, features])

A forecasting model based on linear regression.