growing_inputs.h

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// SPDX-License-Identifier: AGPL-3.0-only
// Copyright (C) 2026 Artificial Intelligence Techniques, S.L. and Roberto López González
 
#pragma once
 
#include "opennn/model_selection/input_selection.h"
 
namespace opennn
{
 
class GrowingInputs final : public InputSelection
{
 
public:
 
    explicit GrowingInputs(Training* = nullptr);
 
    Index get_minimum_inputs_number() const override { return minimum_inputs_number; }
    Index get_maximum_inputs_number() const override { return maximum_inputs_number; }
 
    void set_default();
 
    void set_maximum_inputs_number(const Index);
    void set_minimum_inputs_number(const Index new_minimum_inputs_number) { minimum_inputs_number = new_minimum_inputs_number; }
 
    void set_warm_start(bool new_warm_start) { warm_start = new_warm_start; }
 
    InputSelectionResult 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;
 
    bool warm_start = true;
 
};
 
}