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