tigercontrol.utils.enso

tigercontrol.utils.enso(input_signals, include_month, output_signals, history, timeline)

Description: Transforms the ctrl_indices dataset into a format suitable for online learning.

Parameters:

• input_signals (list of strings) – signals used for prediction
• include_month (boolean) – True if the month should be used as a feature, False otherwise
• output_signals (list of strings) – signals we are trying to predict
• history (int) – number of past observations used for prediction
• timeline (int/list of ints) – the forecasting timeline(s)

Returns:

Input Observations y (numpy.ndarray): Labels

Return type:

X (numpy.ndarray)