#pragma once

#include <math.h>
#include <vector>

#include <string>

namespace NeuralNetwork {
namespace BasisFunction {
	class BasisFunction {
		public:
			virtual ~BasisFunction() {}
			virtual float operator()(const std::vector<float>& weights, const std::vector<float>& input)=0;

			/**
			 * @brief Function returns clone of object
			 */
			virtual BasisFunction* clone() const = 0;

			/**
			 * @brief This is a virtual function for storing Basis function
			 * @returns json describing function
			 */
			virtual std::string stringify() const =0;
	};
}
}