growing_inputs.h

Go to the documentation of this file.

//   OpenNN: Open Neural Networks Library
//   www.opennn.net
//
//   G R O W I N G   I N P U T S   C L A S S   H E A D E R
//
//   Artificial Intelligence Techniques SL
//   artelnics@artelnics.com
 
#pragma once
 
#include "inputs_selection.h"
 
namespace opennn
{

class GrowingInputs final : public InputsSelection
{
 
public:

    GrowingInputs(TrainingStrategy* = nullptr);

    Index get_minimum_inputs_number() const override;

    Index get_maximum_inputs_number() const override;

    void set_default();

    void set_maximum_inputs_number(const Index);

    void set_minimum_inputs_number(const Index);

    void set_maximum_correlation(const float);

    void set_minimum_correlation(const float);

    InputsSelectionResults perform_input_selection() override;

    void from_JSON(const JsonDocument&) override;

    void to_JSON(JsonWriter&) const override;
 
private:
 
    Index minimum_inputs_number = 1;
    Index maximum_inputs_number = 1;
 
    float minimum_correlation = 0;
    float maximum_correlation = 0;
 
};
 
}
 
// OpenNN: Open Neural Networks Library.
// Copyright(C) 2005-2026 Artificial Intelligence Techniques, SL.
// Licensed under the GNU Lesser General Public License v2.1 or later.