ahmadali-jamali

#introduction:

'''
         Solve the Equation with tornoment selection methods in genetic algorithm
            The Equation : x1 + x2 + x3 + x4 + ..... xn = b
               Ahmadali Jamali student of algorithm and complexity 39912330152004
                
                    01.23.2022 Teheran

ahmadali-jamali

#........................Genetic Algorithm VS BackProPagation..........................#


#..................................Introduction........................................#
'''

                 Genetic Algorithm VS Backpropagation
                     Comparing GA with SBP in Artificial Neural Network in terms of CPU Time

ahmadali-jamali

#...............DCNN...................#

#...............inrto..................#

'''
  image convolution
   with kernel and
    transformation without
     using any library

ahmadali-jamali

#...............DCNN...................#

#...............inrto..................#

'''
           image processing project
             Convolution neuralnetwork
              convolution_pooling_dropOut_deconvolution_unpoolin
                Ahmadali Jamali
                 02.15.2022

ahmadali-jamali

#................SOM...................#

#...............inrto..................#

'''
        image processing project
         Segmentation
          image with SOM neural network
           denoised by wavelet translation

ahmadali-jamali

#---------------------------
#library

import numpy as np
import pandas as pd
from numpy import argmax
import matplotlib.pyplot as plt
import math
import statistics