Predictor

class enflow.models.predictor.Predictor

Bases: Model, ABC

load_data()

Load data used for training the predictor.

This is a recommended method, but not mandatory. Subclasses may override it.

create_features()

Create features from the loaded data used for training the predictor. Load data used for training sthe predictor.

This is a recommended method, but not mandatory. Subclasses may override it.

train()

Train the predictor from the training data.

This is a recommended method, but not mandatory. Subclasses may override it.

abstract predict(input)

Make a prediction based on the input data.

This is a mandatory method that must be implemented by subclasses

Parameters:

input: Data on which prediction is to be made.

Returns:

prediction: The output of the model.

copy(name=None)

Create a copy of the predictor.