prevision_quantum_nn.applications.regression_application

regression application module provides with the class for regression applications

Module Contents

Classes

RegressionApplication Regression Application.
class prevision_quantum_nn.applications.regression_application.RegressionApplication(prefix='qnn', preprocessing_params=None, model_params=None, postprocessing_params=None)

Bases: prevision_quantum_nn.applications.application.Application

Regression Application.

model

(QuantumNeuralNetwork):model to be trained to solve the application

preprocessor

preprocessor to be used to solve the application

Type:Preprocessor
postprocessor

postprocessor to be used to solve the application

Type:Postprocessor
build(self)

build the application according to dataset characteristics

solve(self, dataset)

Solves the problem given a certain dataset.

Parameters:dataset (DataSet) – dataset to be solved with this application