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using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;

namespace ConsoleApplication1
{
    abstract class Neuron
    {
        private static Random random = new Random();
        protected List<double> weights;
        public List<double> Inputs { get; set; }
        public Func<double, double> ActivationFunction { get; set; }
        public abstract void Train(double eps, List<List<double>> trainSet);
        protected void InitWeights(double startRange, double endRange)
        {
            for (int i = 0; i < weights.Count; i++)
            {
                weights[i] =
                    random.NextDouble() * (endRange - startRange) + startRange;
            }
        }
        public double Output { get { return CalculatedOutput(); } }
        private double CalculatedOutput()
        {
            return Inputs.Zip(weights, (x, weights) => x * weights).Sum();
        }
    }
    class Program
    {
        static void Main(string[] args)
        {

        }
    }
}