Сообщения katemisik

не получаеться добавить списки «Signle list » в список «Listy», ошибка в петле?

Форум — General

import numpy as np from pprint import pprint import collections from itertools import chain import pandas as pd from itertools import islice import time from itertools import zip_longest

CATEGORIES = [«0»,«1»,«2»,«3»,«4»,«5»,«6»,«7»,«8»,«9»,«A»,«B»,«C»,«D»,«E»,«F»,«G»,«H»,«I»,«J»,«K»,«L»,«M»,«N»,«O»,«P»,«R»,«S»,«T»,«U»,«V»,«W»,«X»,«Y»,«Z»] KR8877J = [[0.002,0.006,0.004,0.045,0.002,0.017,0.006,0.077,0.001,0.035,0.042,0.005,0.004,0.039,0.001,0.002,0.001,0.008,0.058,0.352,0.002,0.007,0.017,0.004,0.007,0.007,0.007,0.004,0.005,0.009,0.089,0.036,0.053,0.041,0.004]etc

seq = (KR8877J, KR8877J_1, KR8877J_2, KR8877J_3, KR8877J_4, KR8877J_5, KR8877J_6) seq2 = (KR8R544_1, KR8R544_2, KR8R544_3, KR8R544_4, KR8R544_5) seq3 = (KR508WW_1, KR508WW_2, KR508WW_3, KR508WW_4, KR508WW_5, KR508WW_6, KR508WW_7, KR508WW_8)

if name == «main»:

max_index = 0
max_list_from_all_plates = []

threshold = 0.05

for single_lp in seq:
    maximum_plate_prob = []
    possible_plate_prob = []
    max_list = []
    
    for sign in single_lp:
        high_indexes = []
        for prob_id in range(0,len(sign)):
            if threshold<sign[prob_id]:
                high_indexes.append([sign[prob_id], prob_id, CATEGORIES[prob_id]])
        max_list.append(high_indexes)
    max_list_from_all_plates.append(max_list)
    
    lista = []



    for single_lp in max_list_from_all_plates: 
        suma = 0#bylo ok tylko dla maximum
        listy = []
        
        lists = []
       
        for sign in single_lp:
            #suma = 0


            #print(sign)
            Highest_score=0
            biglist = []

            for b in range(0,len(sign)):

                n = sign[b]
                b = 0
                b += b

                if n[0]>Highest_score:
                    Highest_score=n[0]

                    sum = 0
                    for i in n[2]:

                        if i == (len(n)-1):
                            sum = 0

                            for i in n:
                               
                                sum += float(Highest_score)
            listy.extend(lists)

            suma += Highest_score

         
            lists.append([Highest_score, i])
            listy.append(lists)
        lista.append(suma)

    print("SINGLE LISTS", lists)
    print("SUMA", suma)
    print("Test", lists)


print("Lista sum", lista)
print("Test", listy)

ma = max(lista)
print("mak", ma)
mi = min(lista)

def mergeSort(lista): if len(lista) > 1: mid = len(lista) // 2 left = lista[:mid] right = lista[mid:]

    mergeSort(left)
    mergeSort(right)

    i = 0
    j = 0
    k = 0
    
    while i < len(left) and j < len(right):
        if left[i] < right[j]:
          lista[k] = left[i]
          i += 1
        else:
            lista[k] = right[j]
            j += 1
        k += 1

    while i < len(left):
        lista[k] = left[i]
        i += 1
        k += 1

    while j < len(right):
        lista[k]=right[j]
        j += 1
        k += 1

mergeSort(lista) print(«list», lista)

вместо вывода [[0.389, ‘J’], [0.348, ‘J’], [0.499, ‘7’], [0.369, ‘8’], [0.365, ‘8’], [0.289, ‘R’], [0.342, ‘K’]] [[0.384, ‘J’], [0.387, ‘J’], [0.282, ‘7’], [0.239, ‘8’], [0.25, ‘8’], [0.256, ‘R’], [0.357, ‘K’]] [[0.391, ‘J’], [0.379, ‘J’], [0.458, ‘7’], [0.235, ‘8’], [0.289, ‘8’], [0.275, ‘R’], [0.378, ‘K’]]

[[0.401, ‘J’], [0.462, ‘7’], [0.422, ‘J’], [0.287, ‘8’], [0.271, ‘8’], [0.286, ‘R’], [0.377, ‘K’]]

[[0.382, ‘J’], [0.35, ‘J’], [0.517, ‘7’], [0.36, ‘8’], [0.259, ‘8’], [0.331, ‘R’], [0.36, ‘K’]]

[[0.391, ‘J’], [0.366, ‘J’], [0.299, ‘7’], [0.234, ‘8’], [0.269, ‘8’], [0.239, ‘R’], [0.3, ‘K’]]

у меня отдельные списки нп: Test [[0.352, ‘J’], [0.36, ‘J’], [0.627, ‘7’], [0.412, ‘8’], [0.258, ‘8’], [0.317, ‘R’], [0.383, ‘K’]] Test [[0.389, ‘J’], [0.348, ‘J’], [0.499, ‘7’], [0.369, ‘8’], [0.365, ‘8’], [0.289, ‘R’], [0.342, ‘K’]]

Test [[0.384, ‘J’], [0.387, ‘J’], [0.282, ‘7’], [0.239, ‘8’], [0.25, ‘8’], [0.256, ‘R’], [0.357, ‘K’]]

Test [[0.391, ‘J’], [0.379, ‘J’], [0.458, ‘7’], [0.235, ‘8’], [0.289, ‘8’], [0.275, ‘R’], [0.378, ‘K’]]

Test [[0.401, ‘J’], [0.462, ‘7’], [0.422, ‘J’], [0.287, ‘8’], [0.271, ‘8’], [0.286, ‘R’], [0.377, ‘K’]]

Test [[0.382, ‘J’], [0.35, ‘J’], [0.517, ‘7’], [0.36, ‘8’], [0.259, ‘8’], [0.331, ‘R’], [0.36, ‘K’]]

Test [[0.391, ‘J’], [0.366, ‘J’], [0.299, ‘7’], [0.234, ‘8’], [0.269, ‘8’], [0.239, ‘R’], [0.3, ‘K’]]

Заранее спасибо!

python

~~katemisik~~
(05.03.21 09:22:28 MSK)

3 комментария

Есть ли хорошие аналоги фотошоп? я имею ввиду с нормальным интерфейсом и тд. Гимп отпадает...

Форум — Multimedia

Подскажите хорошую програму для редакции фото, если возможно професиональную и бесплатную

photoshop

~~katemisik~~
(03.03.21 10:11:03 MSK)

113 комментариев (стр. 2 3)

Как найти максимумы в списке списков используя lists, [], len, append, [index] и подобные простые решения, спасибо!

Форум — Development


import numpy as np
from pprint import pprint
import collections 
from itertools import chain
import pandas as pd
from itertools import islice

CATEGORIES = ["0","1","2","3","4","5","6","7","8","9","A","B","C","D","E","F","G","H","I","J","K","L","M","N","O","P","R","S","T","U","V","W","X","Y","Z"]
KR8877J = [[0.002,0.006,0.004,0.045,0.002,0.017,0.006,0.077,0.001,0.035,0.042,0.005,0.004,0.039,0.001,0.002,0.001,0.008,0.058,0.352,0.002,0.007,0.017,0.004,0.007,0.007,0.007,0.004,0.005,0.009,0.089,0.036,0.053,0.041,0.004],
[0.003,0.007,0.005,0.075,0.001,0.020,0.006,0.044,0.002,0.035,0.026,0.004,0.004,0.033,0.001,0.001,0.003,0.008,0.049,0.360,0.002,0.007,0.021,0.005,0.009,0.003,0.008,0.007,0.003,0.014,0.092,0.048,0.058,0.031,0.004],
[0.002,0.000,0.025,0.012,0.006,0.002,0.001,0.627,0.006,0.021,0.022,0.008,0.004,0.006,0.004,0.033,0.000,0.006,0.011,0.009,0.002,0.002,0.009,0.000,0.002,0.040,0.007,0.005,0.015,0.000,0.035,0.001,0.008,0.015,0.053],
[0.056,0.008,0.023,0.038,0.015,0.007,0.050,0.006,0.412,0.004,0.005,0.027,0.011,0.005,0.021,0.007,0.073,0.024,0.012,0.005,0.013,0.005,0.027,0.003,0.015,0.001,0.005,0.074,0.002,0.022,0.005,0.011,0.002,0.001,0.006],
[0.025,0.011,0.025,0.034,0.018,0.027,0.090,0.008,0.258,0.006,0.007,0.026,0.016,0.008,0.026,0.011,0.079,0.030,0.026,0.008,0.018,0.011,0.033,0.003,0.016,0.001,0.003,0.106,0.004,0.021,0.012,0.013,0.003,0.005,0.014],
[0.048,0.027,0.019,0.002,0.028,0.002,0.008,0.017,0.041,0.014,0.012,0.022,0.031,0.005,0.045,0.100,0.004,0.031,0.033,0.002,0.029,0.006,0.021,0.032,0.008,0.038,0.317,0.007,0.017,0.004,0.018,0.005,0.003,0.004,0.002],
[0.013,0.002,0.002,0.000,0.164,0.001,0.060,0.004,0.006,0.002,0.018,0.003,0.035,0.002,0.008,0.008,0.001,0.008,0.028,0.005,0.383,0.013,0.063,0.010,0.004,0.002,0.014,0.016,0.002,0.005,0.048,0.011,0.028,0.017,0.012]]
KR8877J_1 = [[0.004,0.007,0.005,0.042,0.002,0.014,0.011,0.054,0.002,0.032,0.051,0.005,0.005,0.044,0.001,0.002,0.002,0.008,0.056,0.389,0.003,0.008,0.023,0.005,0.009,0.005,0.009,0.006,0.004,0.010,0.070,0.029,0.049,0.031,0.005],
[0.005,0.005,0.005,0.034,0.002,0.006,0.005,0.083,0.002,0.062,0.053,0.004,0.006,0.039,0.001,0.002,0.001,0.008,0.055,0.348,0.002,0.005,0.020,0.005,0.011,0.011,0.018,0.004,0.005,0.008,0.086,0.018,0.055,0.020,0.004],
[0.001,0.001,0.024,0.009,0.013,0.003,0.002,0.499,0.006,0.011,0.022,0.011,0.007,0.006,0.006,0.048,0.000,0.008,0.013,0.009,0.004,0.002,0.007,0.000,0.002,0.053,0.009,0.007,0.030,0.000,0.030,0.001,0.009,0.021,0.123],
[0.039,0.008,0.029,0.041,0.013,0.008,0.054,0.005,0.369,0.004,0.005,0.023,0.011,0.005,0.020,0.005,0.100,0.022,0.012,0.005,0.012,0.007,0.028,0.002,0.015,0.000,0.003,0.102,0.001,0.021,0.006,0.012,0.002,0.002,0.007],
[0.031,0.007,0.018,0.032,0.015,0.017,0.075,0.008,0.365,0.005,0.005,0.028,0.015,0.005,0.022,0.011,0.075,0.027,0.014,0.005,0.020,0.006,0.025,0.002,0.014,0.001,0.004,0.099,0.003,0.016,0.008,0.009,0.002,0.002,0.010],
[0.046,0.022,0.022,0.002,0.031,0.003,0.008,0.022,0.047,0.011,0.010,0.039,0.035,0.005,0.048,0.110,0.002,0.028,0.031,0.003,0.029,0.006,0.016,0.022,0.007,0.059,0.289,0.005,0.016,0.003,0.013,0.004,0.002,0.004,0.003],
[0.019,0.004,0.002,0.000,0.134,0.004,0.088,0.006,0.004,0.003,0.016,0.007,0.037,0.004,0.016,0.014,0.002,0.014,0.026,0.005,0.342,0.019,0.049,0.024,0.004,0.003,0.021,0.009,0.005,0.009,0.049,0.012,0.017,0.026,0.006]]
KR8877J_2 = [[0.002,0.005,0.005,0.046,0.002,0.014,0.008,0.073,0.002,0.023,0.042,0.004,0.007,0.027,0.001,0.003,0.001,0.006,0.047,0.384,0.005,0.006,0.015,0.003,0.006,0.004,0.011,0.006,0.006,0.005,0.088,0.027,0.066,0.040,0.010],
[0.002,0.005,0.005,0.039,0.002,0.009,0.005,0.089,0.001,0.036,0.043,0.004,0.006,0.026,0.001,0.002,0.001,0.006,0.051,0.387,0.003,0.005,0.014,0.003,0.007,0.007,0.014,0.004,0.007,0.005,0.090,0.022,0.064,0.030,0.006],
[0.002,0.001,0.014,0.011,0.020,0.005,0.004,0.282,0.005,0.012,0.022,0.011,0.009,0.010,0.008,0.041,0.000,0.017,0.030,0.019,0.009,0.003,0.009,0.000,0.004,0.053,0.010,0.016,0.049,0.000,0.043,0.002,0.017,0.037,0.224],
[0.028,0.015,0.029,0.039,0.023,0.020,0.097,0.008,0.239,0.004,0.009,0.021,0.019,0.008,0.017,0.008,0.082,0.023,0.025,0.012,0.020,0.010,0.037,0.003,0.016,0.001,0.003,0.110,0.003,0.019,0.012,0.014,0.004,0.005,0.015],
[0.037,0.013,0.035,0.053,0.025,0.022,0.057,0.017,0.250,0.005,0.009,0.037,0.025,0.008,0.029,0.013,0.057,0.029,0.029,0.009,0.015,0.009,0.027,0.002,0.020,0.002,0.006,0.092,0.006,0.012,0.011,0.011,0.003,0.004,0.021],
[0.036,0.022,0.024,0.003,0.022,0.004,0.011,0.019,0.069,0.014,0.011,0.035,0.045,0.006,0.057,0.096,0.004,0.037,0.030,0.004,0.039,0.007,0.021,0.018,0.010,0.031,0.256,0.013,0.018,0.003,0.018,0.005,0.004,0.006,0.004],
[0.015,0.003,0.002,0.000,0.174,0.004,0.085,0.008,0.005,0.002,0.015,0.008,0.028,0.003,0.013,0.016,0.001,0.015,0.029,0.004,0.357,0.013,0.043,0.017,0.003,0.003,0.017,0.010,0.004,0.007,0.037,0.013,0.015,0.020,0.010]]
KR8877J_3 = [[0.005,0.006,0.006,0.055,0.002,0.017,0.009,0.076,0.003,0.035,0.032,0.007,0.005,0.050,0.001,0.002,0.002,0.011,0.050,0.391,0.002,0.005,0.018,0.003,0.012,0.009,0.009,0.005,0.005,0.012,0.068,0.032,0.032,0.017,0.006],
[0.009,0.005,0.007,0.064,0.002,0.022,0.009,0.040,0.003,0.030,0.026,0.010,0.006,0.069,0.001,0.001,0.004,0.011,0.040,0.379,0.002,0.009,0.021,0.005,0.017,0.007,0.009,0.005,0.003,0.034,0.063,0.035,0.029,0.017,0.006],
[0.001,0.001,0.014,0.011,0.011,0.004,0.003,0.458,0.004,0.012,0.023,0.010,0.007,0.009,0.006,0.039,0.000,0.012,0.016,0.014,0.005,0.003,0.007,0.000,0.002,0.052,0.008,0.009,0.039,0.000,0.036,0.001,0.013,0.032,0.139],
[0.042,0.012,0.023,0.029,0.043,0.015,0.111,0.010,0.235,0.004,0.009,0.036,0.023,0.010,0.018,0.010,0.039,0.029,0.024,0.012,0.025,0.009,0.041,0.003,0.019,0.002,0.005,0.084,0.004,0.018,0.013,0.012,0.004,0.005,0.023],
[0.030,0.008,0.017,0.033,0.011,0.020,0.103,0.009,0.289,0.004,0.006,0.030,0.022,0.007,0.021,0.011,0.108,0.031,0.013,0.008,0.020,0.006,0.023,0.002,0.018,0.001,0.004,0.102,0.005,0.012,0.007,0.007,0.002,0.003,0.009],
[0.034,0.024,0.018,0.003,0.025,0.005,0.008,0.025,0.053,0.010,0.008,0.045,0.036,0.006,0.050,0.119,0.002,0.035,0.028,0.003,0.029,0.005,0.014,0.017,0.007,0.060,0.275,0.006,0.019,0.002,0.013,0.004,0.003,0.006,0.005],
[0.016,0.004,0.002,0.000,0.130,0.003,0.080,0.005,0.004,0.003,0.017,0.005,0.038,0.002,0.015,0.014,0.002,0.011,0.027,0.004,0.378,0.016,0.051,0.019,0.004,0.002,0.020,0.012,0.004,0.006,0.040,0.013,0.023,0.020,0.008]]
KR8877J_4 = [[0.006,0.004,0.007,0.052,0.002,0.012,0.005,0.066,0.002,0.043,0.036,0.007,0.007,0.051,0.001,0.001,0.002,0.008,0.037,0.401,0.002,0.008,0.017,0.004,0.013,0.010,0.014,0.004,0.004,0.016,0.077,0.021,0.038,0.018,0.006],
[0.001,0.001,0.012,0.008,0.013,0.004,0.002,0.462,0.004,0.011,0.022,0.008,0.006,0.006,0.006,0.052,0.000,0.012,0.018,0.012,0.005,0.002,0.007,0.000,0.002,0.046,0.009,0.009,0.040,0.000,0.039,0.002,0.012,0.031,0.136],
[0.004,0.003,0.007,0.042,0.001,0.008,0.005,0.060,0.002,0.062,0.050,0.005,0.004,0.053,0.000,0.001,0.002,0.006,0.033,0.422,0.001,0.008,0.017,0.004,0.011,0.007,0.010,0.003,0.002,0.013,0.065,0.024,0.045,0.017,0.003],
[0.029,0.015,0.032,0.058,0.018,0.013,0.067,0.012,0.287,0.006,0.010,0.025,0.016,0.007,0.017,0.009,0.059,0.023,0.026,0.011,0.016,0.006,0.033,0.003,0.017,0.001,0.006,0.118,0.004,0.014,0.009,0.012,0.004,0.003,0.012],
[0.056,0.011,0.024,0.034,0.027,0.015,0.065,0.013,0.271,0.006,0.007,0.062,0.028,0.013,0.026,0.014,0.030,0.039,0.027,0.011,0.019,0.006,0.031,0.003,0.027,0.005,0.009,0.061,0.006,0.014,0.011,0.006,0.002,0.004,0.016],
[0.041,0.020,0.022,0.002,0.019,0.004,0.007,0.024,0.046,0.016,0.008,0.051,0.036,0.006,0.051,0.109,0.002,0.030,0.027,0.003,0.024,0.005,0.015,0.017,0.008,0.067,0.286,0.005,0.015,0.003,0.014,0.003,0.002,0.005,0.003],
[0.014,0.003,0.002,0.000,0.106,0.007,0.079,0.007,0.004,0.003,0.014,0.010,0.041,0.004,0.013,0.011,0.001,0.014,0.031,0.007,0.377,0.022,0.049,0.017,0.004,0.003,0.014,0.009,0.004,0.009,0.050,0.013,0.016,0.034,0.008]]
KR8877J_5 = [[0.008,0.004,0.008,0.064,0.001,0.018,0.009,0.041,0.003,0.043,0.035,0.008,0.005,0.076,0.001,0.001,0.004,0.009,0.037,0.382,0.001,0.011,0.024,0.005,0.015,0.006,0.007,0.005,0.002,0.030,0.057,0.031,0.029,0.017,0.004],
[0.002,0.004,0.004,0.044,0.001,0.012,0.005,0.068,0.001,0.043,0.052,0.003,0.005,0.030,0.001,0.002,0.001,0.007,0.041,0.350,0.003,0.007,0.019,0.005,0.007,0.004,0.011,0.005,0.003,0.007,0.099,0.035,0.076,0.038,0.004],
[0.001,0.001,0.015,0.011,0.009,0.004,0.002,0.517,0.004,0.012,0.028,0.007,0.005,0.007,0.005,0.035,0.000,0.011,0.014,0.012,0.005,0.003,0.010,0.000,0.002,0.030,0.006,0.009,0.029,0.000,0.039,0.002,0.016,0.034,0.114],
[0.026,0.010,0.036,0.064,0.011,0.009,0.052,0.010,0.360,0.004,0.007,0.022,0.015,0.005,0.017,0.006,0.067,0.019,0.017,0.008,0.013,0.006,0.026,0.002,0.015,0.001,0.004,0.121,0.003,0.011,0.006,0.010,0.003,0.002,0.011],
[0.044,0.017,0.027,0.037,0.024,0.016,0.079,0.010,0.259,0.006,0.009,0.032,0.023,0.009,0.022,0.012,0.064,0.031,0.026,0.010,0.019,0.007,0.034,0.004,0.021,0.002,0.007,0.086,0.005,0.018,0.011,0.011,0.003,0.003,0.011],
[0.033,0.013,0.021,0.002,0.014,0.003,0.006,0.023,0.033,0.015,0.009,0.048,0.040,0.007,0.056,0.098,0.002,0.032,0.023,0.003,0.023,0.006,0.013,0.015,0.009,0.069,0.331,0.005,0.018,0.002,0.012,0.003,0.002,0.005,0.003],
[0.017,0.004,0.002,0.000,0.096,0.008,0.095,0.007,0.004,0.003,0.013,0.012,0.045,0.006,0.017,0.013,0.002,0.016,0.029,0.007,0.360,0.023,0.045,0.023,0.005,0.004,0.018,0.008,0.005,0.010,0.042,0.011,0.013,0.032,0.007]]
KR8877J_6 = [[0.007,0.004,0.007,0.082,0.002,0.023,0.009,0.029,0.003,0.024,0.024,0.008,0.006,0.062,0.001,0.001,0.005,0.009,0.032,0.391,0.002,0.012,0.020,0.005,0.016,0.004,0.006,0.006,0.002,0.037,0.061,0.041,0.033,0.019,0.006],
[0.004,0.004,0.008,0.078,0.001,0.013,0.005,0.059,0.002,0.044,0.041,0.006,0.005,0.052,0.001,0.001,0.002,0.008,0.036,0.366,0.001,0.010,0.015,0.003,0.011,0.008,0.008,0.005,0.004,0.015,0.074,0.035,0.045,0.023,0.007],
[0.001,0.001,0.013,0.010,0.015,0.006,0.004,0.299,0.004,0.011,0.021,0.011,0.009,0.010,0.009,0.044,0.000,0.021,0.023,0.017,0.008,0.004,0.007,0.000,0.003,0.056,0.008,0.014,0.056,0.000,0.040,0.002,0.016,0.039,0.217],
[0.021,0.011,0.022,0.060,0.018,0.026,0.090,0.014,0.234,0.005,0.011,0.025,0.016,0.009,0.015,0.011,0.052,0.030,0.029,0.015,0.019,0.007,0.030,0.003,0.016,0.001,0.003,0.134,0.006,0.013,0.011,0.014,0.004,0.005,0.020],
[0.031,0.012,0.027,0.036,0.023,0.020,0.053,0.018,0.269,0.006,0.008,0.029,0.036,0.007,0.029,0.021,0.046,0.030,0.028,0.009,0.023,0.007,0.027,0.003,0.020,0.002,0.010,0.098,0.010,0.009,0.016,0.009,0.004,0.005,0.018],
[0.036,0.019,0.017,0.002,0.027,0.004,0.009,0.027,0.063,0.012,0.008,0.045,0.035,0.006,0.050,0.140,0.002,0.036,0.030,0.003,0.031,0.004,0.017,0.016,0.007,0.055,0.239,0.007,0.018,0.002,0.014,0.004,0.003,0.006,0.004],
[0.018,0.004,0.002,0.000,0.186,0.004,0.107,0.005,0.005,0.003,0.010,0.008,0.041,0.004,0.017,0.018,0.001,0.012,0.034,0.004,0.300,0.014,0.036,0.018,0.004,0.004,0.020,0.010,0.005,0.008,0.049,0.009,0.011,0.020,0.008]]

KR508WW_1 = [[0.006,0.022,0.004,0.041,0.023,0.045,0.008,0.062,0.008,0.005,0.019,0.008,0.003,0.005,0.004,0.021,0.002,0.055,0.037,0.029,0.019,0.004,0.025,0.022,0.003,0.005,0.017,0.014,0.007,0.012,0.038,0.303,0.078,0.030,0.018],[0.007,0.043,0.002,0.003,0.034,0.016,0.018,0.005,0.003,0.005,0.018,0.002,0.007,0.002,0.012,0.016,0.005,0.046,0.046,0.008,0.108,0.013,0.055,0.121,0.002,0.001,0.022,0.016,0.003,0.013,0.040,0.198,0.057,0.050,0.004],[0.037,0.016,0.016,0.006,0.056,0.013,0.073,0.014,0.030,0.016,0.027,0.009,0.034,0.011,0.029,0.015,0.018,0.033,0.059,0.018,0.080,0.030,0.057,0.021,0.019,0.004,0.017,0.045,0.009,0.020,0.043,0.045,0.039,0.020,0.021],[0.001,0.004,0.004,0.045,0.001,0.505,0.058,0.008,0.006,0.002,0.002,0.022,0.011,0.022,0.052,0.009,0.020,0.018,0.028,0.022,0.009,0.007,0.002,0.001,0.005,0.001,0.001,0.055,0.017,0.002,0.007,0.006,0.002,0.029,0.013],[0.031,0.023,0.019,0.004,0.011,0.006,0.011,0.020,0.041,0.016,0.016,0.030,0.045,0.006,0.043,0.063,0.006,0.033,0.025,0.007,0.048,0.007,0.019,0.039,0.008,0.015,0.341,0.012,0.011,0.003,0.015,0.009,0.007,0.006,0.003],[0.004,0.031,0.002,0.004,0.089,0.008,0.033,0.009,0.002,0.004,0.021,0.003,0.018,0.003,0.006,0.011,0.001,0.013,0.088,0.025,0.153,0.015,0.032,0.017,0.005,0.002,0.019,0.024,0.020,0.003,0.073,0.057,0.103,0.082,0.019]]
KR508WW_2 = [[0.024,0.037,0.003,0.003,0.114,0.036,0.056,0.010,0.014,0.005,0.017,0.025,0.005,0.010,0.010,0.028,0.004,0.123,0.088,0.011,0.021,0.011,0.032,0.049,0.004,0.009,0.011,0.013,0.006,0.052,0.027,0.117,0.007,0.009,0.008],[0.020,0.005,0.020,0.037,0.010,0.019,0.068,0.010,0.346,0.006,0.005,0.025,0.016,0.006,0.023,0.014,0.061,0.028,0.019,0.009,0.018,0.006,0.027,0.002,0.014,0.001,0.004,0.129,0.004,0.013,0.009,0.009,0.002,0.003,0.013],[0.024,0.023,0.007,0.008,0.081,0.018,0.070,0.007,0.008,0.007,0.016,0.031,0.017,0.063,0.004,0.003,0.003,0.053,0.084,0.104,0.019,0.026,0.056,0.005,0.056,0.018,0.006,0.015,0.014,0.028,0.046,0.012,0.013,0.035,0.020],[0.001,0.005,0.003,0.038,0.002,0.527,0.075,0.007,0.007,0.003,0.002,0.031,0.009,0.025,0.032,0.007,0.021,0.019,0.024,0.028,0.008,0.007,0.003,0.002,0.006,0.001,0.001,0.044,0.010,0.003,0.007,0.007,0.002,0.022,0.011],[0.031,0.013,0.018,0.002,0.012,0.003,0.007,0.028,0.022,0.021,0.019,0.035,0.036,0.009,0.044,0.086,0.002,0.034,0.029,0.005,0.028,0.007,0.015,0.026,0.008,0.066,0.338,0.005,0.019,0.002,0.014,0.004,0.004,0.006,0.002],[0.008,0.002,0.002,0.001,0.090,0.002,0.036,0.007,0.003,0.002,0.024,0.003,0.036,0.003,0.006,0.009,0.001,0.011,0.031,0.011,0.448,0.010,0.054,0.008,0.004,0.002,0.018,0.015,0.004,0.003,0.049,0.011,0.046,0.031,0.014]]
KR508WW_3 = [[0.012,0.059,0.002,0.007,0.019,0.034,0.011,0.007,0.006,0.004,0.009,0.008,0.003,0.003,0.006,0.013,0.004,0.072,0.032,0.013,0.015,0.007,0.012,0.102,0.002,0.004,0.025,0.006,0.003,0.029,0.013,0.427,0.020,0.007,0.004],[0.009,0.072,0.003,0.007,0.035,0.035,0.007,0.015,0.011,0.005,0.006,0.007,0.007,0.002,0.013,0.061,0.003,0.081,0.074,0.007,0.020,0.005,0.016,0.051,0.002,0.008,0.053,0.012,0.010,0.016,0.048,0.254,0.018,0.018,0.010],[0.024,0.006,0.023,0.039,0.014,0.031,0.098,0.011,0.270,0.005,0.007,0.028,0.020,0.008,0.023,0.013,0.071,0.027,0.023,0.010,0.019,0.009,0.026,0.002,0.016,0.001,0.003,0.112,0.005,0.015,0.009,0.010,0.002,0.004,0.016],[0.279,0.011,0.042,0.008,0.009,0.002,0.024,0.005,0.046,0.028,0.012,0.013,0.063,0.017,0.015,0.004,0.106,0.013,0.019,0.012,0.006,0.015,0.037,0.011,0.086,0.008,0.030,0.010,0.003,0.049,0.010,0.003,0.002,0.001,0.002],[0.001,0.004,0.003,0.085,0.001,0.557,0.023,0.007,0.004,0.004,0.002,0.017,0.005,0.032,0.029,0.005,0.025,0.022,0.028,0.028,0.003,0.006,0.002,0.002,0.005,0.001,0.001,0.037,0.009,0.003,0.009,0.011,0.003,0.022,0.006],[0.044,0.025,0.023,0.002,0.025,0.004,0.006,0.024,0.056,0.014,0.008,0.045,0.029,0.006,0.053,0.116,0.003,0.036,0.025,0.002,0.022,0.005,0.019,0.019,0.007,0.062,0.270,0.005,0.013,0.003,0.013,0.004,0.002,0.005,0.003],[0.014,0.001,0.003,0.000,0.086,0.002,0.052,0.009,0.007,0.003,0.020,0.006,0.039,0.004,0.009,0.010,0.001,0.014,0.022,0.009,0.430,0.015,0.059,0.007,0.005,0.003,0.015,0.015,0.003,0.005,0.049,0.011,0.027,0.022,0.021]]
KR508WW_4 = [[0.005,0.060,0.001,0.009,0.015,0.060,0.006,0.010,0.005,0.003,0.005,0.005,0.003,0.002,0.005,0.025,0.003,0.059,0.042,0.008,0.011,0.004,0.007,0.056,0.001,0.003,0.019,0.007,0.004,0.020,0.021,0.486,0.017,0.009,0.006],[0.016,0.069,0.004,0.004,0.089,0.021,0.017,0.011,0.016,0.005,0.008,0.009,0.011,0.002,0.018,0.070,0.003,0.069,0.067,0.005,0.048,0.006,0.030,0.065,0.002,0.008,0.053,0.013,0.008,0.020,0.040,0.151,0.016,0.017,0.010],[0.041,0.006,0.028,0.030,0.015,0.008,0.070,0.007,0.399,0.004,0.006,0.027,0.015,0.006,0.018,0.007,0.068,0.024,0.013,0.005,0.013,0.006,0.033,0.002,0.015,0.001,0.003,0.085,0.002,0.017,0.005,0.008,0.001,0.002,0.008],[0.315,0.009,0.027,0.008,0.009,0.002,0.011,0.004,0.032,0.039,0.006,0.010,0.063,0.022,0.010,0.003,0.058,0.012,0.024,0.016,0.005,0.010,0.022,0.008,0.137,0.017,0.043,0.008,0.004,0.047,0.012,0.002,0.002,0.001,0.002],[0.001,0.010,0.003,0.105,0.001,0.457,0.016,0.020,0.003,0.011,0.005,0.016,0.005,0.036,0.015,0.009,0.013,0.020,0.062,0.048,0.003,0.006,0.002,0.004,0.006,0.003,0.003,0.020,0.016,0.004,0.020,0.019,0.006,0.027,0.005],[0.034,0.016,0.018,0.002,0.016,0.004,0.006,0.028,0.034,0.014,0.009,0.049,0.033,0.007,0.051,0.115,0.002,0.035,0.024,0.003,0.023,0.005,0.013,0.019,0.007,0.072,0.312,0.004,0.016,0.002,0.011,0.003,0.002,0.005,0.003],[0.011,0.002,0.003,0.001,0.103,0.002,0.048,0.006,0.006,0.003,0.024,0.003,0.036,0.003,0.008,0.008,0.001,0.010,0.028,0.008,0.421,0.014,0.063,0.008,0.004,0.002,0.014,0.020,0.003,0.004,0.048,0.011,0.038,0.023,0.015]]
KR508WW_5 = [[0.003,0.029,0.001,0.009,0.008,0.048,0.005,0.007,0.004,0.002,0.003,0.003,0.002,0.001,0.003,0.017,0.002,0.043,0.033,0.010,0.007,0.003,0.004,0.029,0.001,0.002,0.011,0.006,0.003,0.019,0.020,0.635,0.015,0.006,0.007],[0.012,0.091,0.002,0.005,0.052,0.037,0.010,0.009,0.007,0.004,0.006,0.008,0.008,0.003,0.010,0.041,0.002,0.064,0.073,0.009,0.024,0.006,0.017,0.076,0.002,0.008,0.052,0.007,0.006,0.027,0.043,0.239,0.016,0.016,0.008],[0.029,0.011,0.031,0.043,0.018,0.019,0.090,0.008,0.236,0.004,0.010,0.026,0.025,0.011,0.022,0.007,0.065,0.026,0.030,0.012,0.017,0.014,0.032,0.002,0.022,0.001,0.003,0.117,0.005,0.015,0.011,0.010,0.003,0.005,0.019],[0.330,0.006,0.020,0.009,0.007,0.002,0.015,0.004,0.031,0.030,0.009,0.012,0.047,0.029,0.008,0.002,0.058,0.014,0.016,0.019,0.005,0.011,0.024,0.008,0.183,0.012,0.024,0.008,0.003,0.043,0.007,0.002,0.002,0.001,0.002],[0.001,0.004,0.002,0.067,0.001,0.644,0.015,0.007,0.002,0.005,0.002,0.020,0.003,0.031,0.017,0.006,0.009,0.018,0.030,0.027,0.002,0.006,0.001,0.002,0.003,0.001,0.001,0.015,0.005,0.004,0.010,0.014,0.002,0.020,0.004],[0.032,0.022,0.024,0.002,0.018,0.006,0.010,0.027,0.038,0.016,0.012,0.046,0.037,0.007,0.058,0.110,0.003,0.041,0.026,0.005,0.037,0.007,0.019,0.024,0.008,0.046,0.257,0.006,0.017,0.002,0.013,0.006,0.004,0.008,0.004],[0.014,0.003,0.002,0.000,0.087,0.005,0.097,0.007,0.004,0.003,0.017,0.007,0.041,0.004,0.015,0.013,0.002,0.013,0.024,0.006,0.413,0.018,0.046,0.017,0.004,0.002,0.016,0.011,0.005,0.006,0.038,0.010,0.018,0.023,0.008]]
KR508WW_6 = [[0.008,0.069,0.002,0.006,0.029,0.041,0.010,0.008,0.006,0.003,0.006,0.007,0.004,0.002,0.008,0.036,0.002,0.060,0.052,0.009,0.017,0.004,0.010,0.081,0.001,0.006,0.030,0.006,0.005,0.025,0.021,0.397,0.016,0.009,0.007],[0.010,0.087,0.002,0.008,0.019,0.041,0.008,0.006,0.005,0.004,0.006,0.006,0.004,0.003,0.010,0.025,0.004,0.057,0.047,0.010,0.017,0.006,0.010,0.100,0.002,0.005,0.041,0.008,0.006,0.027,0.024,0.357,0.019,0.011,0.004],[0.032,0.009,0.039,0.034,0.019,0.017,0.078,0.014,0.252,0.008,0.010,0.029,0.031,0.011,0.024,0.013,0.052,0.025,0.032,0.012,0.016,0.011,0.041,0.002,0.023,0.002,0.005,0.091,0.006,0.014,0.014,0.008,0.003,0.005,0.018],[0.368,0.005,0.019,0.009,0.010,0.002,0.025,0.004,0.059,0.019,0.007,0.017,0.038,0.025,0.011,0.002,0.068,0.016,0.013,0.012,0.006,0.010,0.029,0.008,0.116,0.010,0.018,0.009,0.002,0.051,0.005,0.003,0.002,0.001,0.002],[0.001,0.004,0.002,0.055,0.001,0.660,0.017,0.005,0.003,0.004,0.001,0.022,0.003,0.025,0.024,0.007,0.011,0.020,0.026,0.020,0.003,0.005,0.001,0.002,0.003,0.001,0.001,0.022,0.006,0.003,0.008,0.011,0.002,0.020,0.005],[0.039,0.015,0.019,0.001,0.027,0.004,0.009,0.028,0.057,0.012,0.007,0.062,0.041,0.006,0.054,0.141,0.002,0.029,0.029,0.003,0.026,0.005,0.015,0.012,0.007,0.082,0.221,0.004,0.016,0.002,0.013,0.002,0.002,0.005,0.005],[0.019,0.003,0.002,0.000,0.203,0.003,0.075,0.007,0.004,0.003,0.017,0.007,0.033,0.003,0.010,0.010,0.001,0.011,0.028,0.004,0.331,0.019,0.050,0.015,0.004,0.003,0.016,0.009,0.003,0.008,0.045,0.011,0.015,0.020,0.009]]
KR508WW_7 = [[0.006,0.080,0.002,0.009,0.017,0.070,0.009,0.011,0.004,0.004,0.006,0.009,0.003,0.003,0.007,0.032,0.002,0.064,0.053,0.013,0.012,0.005,0.007,0.074,0.002,0.010,0.026,0.004,0.007,0.022,0.021,0.368,0.017,0.015,0.006],[0.009,0.081,0.003,0.005,0.035,0.041,0.019,0.008,0.011,0.005,0.006,0.008,0.009,0.003,0.019,0.043,0.004,0.068,0.069,0.009,0.040,0.008,0.020,0.073,0.002,0.005,0.038,0.016,0.008,0.019,0.037,0.227,0.019,0.023,0.009],[0.041,0.007,0.025,0.017,0.026,0.016,0.109,0.009,0.280,0.005,0.007,0.050,0.032,0.010,0.026,0.014,0.035,0.029,0.024,0.010,0.023,0.010,0.034,0.002,0.019,0.003,0.005,0.066,0.004,0.016,0.011,0.008,0.002,0.004,0.018],[0.372,0.008,0.019,0.008,0.010,0.002,0.019,0.004,0.047,0.031,0.006,0.016,0.037,0.025,0.010,0.003,0.053,0.017,0.018,0.013,0.006,0.008,0.029,0.010,0.110,0.013,0.024,0.007,0.002,0.060,0.007,0.003,0.002,0.001,0.002],[0.001,0.006,0.002,0.054,0.001,0.599,0.029,0.008,0.003,0.005,0.003,0.025,0.004,0.031,0.023,0.007,0.011,0.018,0.029,0.029,0.004,0.007,0.002,0.002,0.003,0.001,0.001,0.020,0.007,0.003,0.010,0.011,0.003,0.033,0.005],[0.049,0.016,0.042,0.002,0.017,0.002,0.009,0.019,0.048,0.024,0.015,0.045,0.048,0.008,0.054,0.062,0.003,0.025,0.028,0.005,0.027,0.010,0.021,0.017,0.015,0.055,0.281,0.007,0.014,0.003,0.015,0.003,0.004,0.005,0.003],[0.015,0.002,0.003,0.001,0.109,0.002,0.063,0.007,0.008,0.004,0.021,0.005,0.048,0.004,0.011,0.010,0.002,0.010,0.029,0.008,0.362,0.019,0.065,0.008,0.007,0.002,0.015,0.018,0.005,0.006,0.061,0.008,0.026,0.023,0.013]]
KR508WW_8 = [[0.006,0.070,0.001,0.011,0.013,0.053,0.004,0.010,0.003,0.003,0.005,0.005,0.002,0.002,0.003,0.019,0.001,0.054,0.042,0.014,0.007,0.003,0.006,0.062,0.001,0.006,0.028,0.004,0.004,0.020,0.019,0.484,0.021,0.008,0.005],[0.008,0.057,0.003,0.005,0.143,0.022,0.017,0.020,0.007,0.004,0.017,0.010,0.006,0.003,0.011,0.052,0.001,0.073,0.094,0.008,0.055,0.007,0.034,0.047,0.002,0.009,0.025,0.012,0.012,0.010,0.041,0.098,0.028,0.046,0.015],[0.017,0.012,0.023,0.079,0.011,0.036,0.066,0.023,0.124,0.011,0.010,0.035,0.024,0.021,0.019,0.010,0.033,0.042,0.035,0.039,0.019,0.008,0.033,0.002,0.040,0.003,0.005,0.115,0.015,0.008,0.020,0.009,0.007,0.016,0.028],[0.277,0.007,0.025,0.012,0.007,0.003,0.022,0.004,0.042,0.037,0.009,0.019,0.058,0.034,0.013,0.002,0.052,0.013,0.023,0.024,0.008,0.013,0.026,0.011,0.139,0.011,0.033,0.011,0.003,0.046,0.008,0.003,0.003,0.001,0.002],[0.073,0.013,0.063,0.005,0.048,0.001,0.012,0.040,0.124,0.008,0.022,0.084,0.037,0.008,0.028,0.053,0.002,0.035,0.022,0.005,0.017,0.005,0.024,0.005,0.017,0.064,0.126,0.010,0.021,0.002,0.009,0.002,0.002,0.003,0.008],[0.015,0.002,0.001,0.000,0.361,0.001,0.046,0.015,0.002,0.002,0.025,0.010,0.026,0.004,0.003,0.016,0.000,0.012,0.031,0.007,0.233,0.005,0.043,0.005,0.003,0.011,0.020,0.004,0.006,0.002,0.037,0.005,0.010,0.017,0.017]]

KR8R544_1 = [[0.016,0.012,0.001,0.000,0.722,0.000,0.020,0.004,0.001,0.002,0.011,0.003,0.003,0.002,0.001,0.003,0.000,0.005,0.031,0.006,0.033,0.001,0.031,0.008,0.002,0.005,0.012,0.003,0.001,0.005,0.022,0.007,0.013,0.006,0.007],[0.001,0.004,0.002,0.057,0.001,0.573,0.029,0.005,0.005,0.002,0.002,0.013,0.008,0.014,0.032,0.008,0.032,0.021,0.023,0.021,0.006,0.005,0.002,0.001,0.004,0.000,0.001,0.063,0.012,0.003,0.009,0.013,0.003,0.017,0.008],[0.051,0.023,0.027,0.003,0.052,0.002,0.010,0.018,0.088,0.006,0.014,0.034,0.044,0.004,0.033,0.075,0.003,0.032,0.030,0.004,0.047,0.005,0.019,0.018,0.009,0.029,0.264,0.010,0.014,0.003,0.014,0.005,0.004,0.003,0.005],[0.052,0.009,0.034,0.032,0.025,0.007,0.066,0.009,0.377,0.003,0.009,0.034,0.018,0.006,0.020,0.007,0.048,0.025,0.013,0.006,0.016,0.007,0.034,0.003,0.015,0.001,0.005,0.074,0.003,0.015,0.006,0.009,0.002,0.002,0.011],[0.038,0.021,0.011,0.002,0.017,0.005,0.011,0.017,0.048,0.009,0.007,0.039,0.037,0.005,0.051,0.135,0.004,0.037,0.027,0.003,0.031,0.005,0.014,0.028,0.006,0.034,0.305,0.008,0.016,0.003,0.014,0.005,0.002,0.004,0.002],[0.018,0.003,0.002,0.000,0.154,0.003,0.086,0.006,0.005,0.003,0.015,0.007,0.037,0.004,0.014,0.011,0.001,0.011,0.031,0.005,0.337,0.019,0.050,0.017,0.004,0.003,0.017,0.011,0.004,0.009,0.052,0.011,0.018,0.024,0.008]]
KR8R544_2 = [[0.032,0.019,0.001,0.000,0.627,0.000,0.030,0.004,0.002,0.004,0.015,0.004,0.003,0.004,0.001,0.002,0.000,0.011,0.034,0.009,0.025,0.002,0.049,0.016,0.004,0.010,0.014,0.004,0.001,0.012,0.020,0.010,0.017,0.007,0.005],[0.021,0.025,0.001,0.000,0.612,0.000,0.054,0.004,0.002,0.003,0.014,0.004,0.003,0.004,0.001,0.003,0.000,0.009,0.034,0.009,0.035,0.002,0.046,0.016,0.003,0.005,0.010,0.005,0.001,0.011,0.022,0.014,0.016,0.009,0.005],[0.001,0.008,0.003,0.054,0.001,0.525,0.032,0.009,0.006,0.003,0.002,0.018,0.011,0.020,0.035,0.010,0.028,0.020,0.033,0.028,0.006,0.004,0.002,0.002,0.006,0.001,0.002,0.054,0.019,0.002,0.011,0.011,0.003,0.021,0.007],[0.058,0.022,0.039,0.002,0.046,0.002,0.013,0.016,0.087,0.014,0.019,0.031,0.052,0.005,0.036,0.054,0.004,0.026,0.034,0.004,0.052,0.007,0.031,0.020,0.010,0.020,0.233,0.012,0.010,0.004,0.019,0.004,0.005,0.004,0.004],[0.025,0.012,0.031,0.048,0.013,0.013,0.055,0.012,0.321,0.006,0.008,0.022,0.019,0.006,0.024,0.012,0.056,0.023,0.025,0.009,0.019,0.005,0.029,0.003,0.014,0.001,0.008,0.126,0.005,0.011,0.010,0.011,0.004,0.003,0.011],[0.037,0.032,0.020,0.003,0.029,0.006,0.012,0.021,0.055,0.011,0.010,0.037,0.040,0.007,0.060,0.113,0.004,0.039,0.034,0.003,0.035,0.007,0.019,0.023,0.008,0.040,0.225,0.010,0.022,0.003,0.016,0.006,0.004,0.007,0.004],[0.012,0.002,0.002,0.000,0.110,0.003,0.072,0.005,0.006,0.003,0.018,0.005,0.038,0.003,0.011,0.009,0.001,0.010,0.028,0.006,0.407,0.019,0.056,0.012,0.004,0.002,0.012,0.016,0.003,0.006,0.050,0.011,0.024,0.025,0.010]]
KR8R544_3 = [[0.019,0.019,0.001,0.000,0.720,0.000,0.026,0.003,0.001,0.002,0.011,0.003,0.003,0.002,0.001,0.002,0.000,0.005,0.031,0.007,0.030,0.001,0.025,0.012,0.002,0.007,0.014,0.002,0.001,0.005,0.016,0.005,0.013,0.006,0.004],[0.018,0.026,0.001,0.000,0.623,0.000,0.051,0.004,0.002,0.002,0.011,0.004,0.004,0.003,0.001,0.004,0.000,0.006,0.035,0.010,0.049,0.001,0.033,0.014,0.002,0.006,0.015,0.003,0.002,0.007,0.023,0.010,0.014,0.007,0.007],[0.001,0.003,0.002,0.033,0.001,0.694,0.026,0.005,0.004,0.001,0.001,0.017,0.005,0.013,0.026,0.009,0.017,0.016,0.015,0.015,0.004,0.003,0.001,0.001,0.003,0.001,0.000,0.036,0.010,0.002,0.006,0.007,0.001,0.016,0.006],[0.044,0.021,0.029,0.002,0.039,0.003,0.011,0.025,0.078,0.019,0.012,0.040,0.042,0.007,0.050,0.101,0.002,0.031,0.046,0.004,0.035,0.006,0.027,0.016,0.007,0.044,0.197,0.009,0.014,0.003,0.019,0.003,0.003,0.006,0.005],[0.053,0.021,0.022,0.027,0.043,0.021,0.119,0.016,0.157,0.005,0.014,0.048,0.030,0.015,0.019,0.014,0.034,0.039,0.032,0.017,0.027,0.007,0.043,0.006,0.023,0.004,0.010,0.058,0.007,0.018,0.014,0.010,0.004,0.006,0.015],[0.042,0.024,0.019,0.002,0.023,0.005,0.011,0.022,0.051,0.013,0.010,0.044,0.040,0.006,0.052,0.118,0.003,0.035,0.029,0.003,0.033,0.006,0.019,0.028,0.007,0.041,0.262,0.006,0.015,0.003,0.013,0.004,0.002,0.005,0.003],[0.015,0.002,0.002,0.000,0.105,0.003,0.077,0.006,0.005,0.003,0.019,0.006,0.037,0.004,0.012,0.010,0.002,0.012,0.025,0.006,0.402,0.017,0.054,0.016,0.004,0.002,0.016,0.013,0.004,0.007,0.046,0.011,0.023,0.023,0.009]]
KR8R544_4 = [[0.021,0.018,0.001,0.000,0.646,0.000,0.055,0.003,0.001,0.002,0.014,0.003,0.004,0.002,0.001,0.004,0.000,0.006,0.033,0.006,0.047,0.002,0.036,0.015,0.002,0.005,0.014,0.003,0.001,0.006,0.019,0.007,0.012,0.005,0.004],[0.015,0.020,0.001,0.000,0.574,0.000,0.043,0.005,0.002,0.002,0.013,0.003,0.006,0.002,0.001,0.006,0.000,0.005,0.050,0.010,0.068,0.002,0.042,0.012,0.002,0.005,0.019,0.004,0.002,0.006,0.035,0.010,0.017,0.009,0.009],[0.001,0.006,0.003,0.064,0.001,0.562,0.029,0.010,0.005,0.003,0.003,0.018,0.006,0.021,0.027,0.009,0.021,0.022,0.028,0.027,0.005,0.005,0.002,0.002,0.005,0.001,0.001,0.041,0.013,0.003,0.010,0.012,0.003,0.024,0.007],[0.042,0.020,0.021,0.003,0.017,0.004,0.012,0.020,0.074,0.016,0.010,0.045,0.049,0.007,0.051,0.082,0.004,0.033,0.030,0.005,0.038,0.005,0.018,0.020,0.009,0.030,0.274,0.012,0.014,0.003,0.016,0.004,0.003,0.005,0.004],[0.025,0.006,0.010,0.034,0.011,0.039,0.105,0.014,0.259,0.008,0.005,0.038,0.019,0.012,0.022,0.019,0.056,0.039,0.018,0.013,0.027,0.005,0.032,0.003,0.020,0.002,0.004,0.094,0.007,0.013,0.012,0.006,0.003,0.006,0.012],[0.037,0.027,0.014,0.002,0.027,0.005,0.011,0.018,0.053,0.008,0.008,0.031,0.047,0.005,0.044,0.111,0.004,0.032,0.028,0.003,0.040,0.005,0.014,0.027,0.007,0.032,0.293,0.009,0.019,0.003,0.018,0.006,0.003,0.006,0.003],[0.016,0.002,0.003,0.000,0.144,0.002,0.074,0.006,0.008,0.003,0.015,0.006,0.048,0.003,0.011,0.011,0.001,0.010,0.026,0.006,0.364,0.020,0.051,0.009,0.005,0.002,0.013,0.014,0.003,0.007,0.055,0.010,0.017,0.018,0.015]]
KR8R544_5 = [[0.029,0.023,0.001,0.000,0.651,0.000,0.040,0.006,0.001,0.003,0.016,0.004,0.003,0.003,0.001,0.005,0.000,0.009,0.031,0.006,0.024,0.001,0.045,0.014,0.002,0.013,0.016,0.002,0.002,0.007,0.018,0.006,0.008,0.005,0.003],[0.023,0.017,0.001,0.000,0.704,0.000,0.029,0.003,0.002,0.002,0.010,0.004,0.002,0.003,0.001,0.003,0.000,0.010,0.029,0.006,0.022,0.001,0.029,0.012,0.003,0.009,0.012,0.003,0.002,0.009,0.017,0.008,0.011,0.006,0.005],[0.001,0.002,0.002,0.025,0.001,0.603,0.078,0.005,0.007,0.001,0.001,0.025,0.008,0.015,0.030,0.008,0.019,0.017,0.015,0.016,0.008,0.006,0.002,0.001,0.004,0.000,0.000,0.047,0.009,0.002,0.004,0.005,0.001,0.016,0.013],[0.060,0.024,0.018,0.002,0.028,0.003,0.009,0.013,0.069,0.014,0.006,0.032,0.035,0.005,0.043,0.095,0.004,0.027,0.026,0.003,0.028,0.005,0.020,0.030,0.010,0.039,0.295,0.006,0.011,0.006,0.020,0.005,0.002,0.004,0.002],[0.058,0.010,0.022,0.022,0.042,0.012,0.071,0.016,0.243,0.005,0.009,0.041,0.044,0.013,0.023,0.013,0.028,0.036,0.022,0.012,0.035,0.007,0.032,0.004,0.029,0.005,0.013,0.063,0.008,0.012,0.013,0.006,0.005,0.006,0.020],[0.034,0.023,0.027,0.003,0.021,0.003,0.011,0.016,0.067,0.013,0.008,0.037,0.070,0.006,0.051,0.067,0.004,0.027,0.031,0.006,0.040,0.006,0.016,0.012,0.015,0.032,0.273,0.016,0.021,0.002,0.022,0.004,0.004,0.007,0.005],[0.018,0.003,0.001,0.000,0.500,0.001,0.051,0.004,0.002,0.001,0.013,0.006,0.024,0.002,0.006,0.012,0.000,0.009,0.035,0.003,0.151,0.011,0.035,0.007,0.003,0.004,0.013,0.005,0.003,0.006,0.040,0.006,0.006,0.011,0.007]]

#seq3 = (KR508WW_1, KR508WW_2, KR508WW_3, KR508WW_4, KR508WW_5, KR508WW_6, KR508WW_7, KR508WW_8)
seq = (KR8877J, KR8877J_1, KR8877J_2, KR8877J_3, KR8877J_4, KR8877J_5, KR8877J_6)
seq2 = (KR8R544_1, KR8R544_2, KR8R544_3, KR8R544_4, KR8R544_5)

def checklen():

    for a in seq:
        i = 0

        i = i + 1
        
        if (len(a[0]) == len(a[i])):
            #print("The same len", (a[0], a[i]))
            return print("Len of lists is equal")
        else:
            return print("Len of lists is not equal")

        #print(len(a))
            
def makelist(lst):
    
        lista = []
        for i in lst:
            index = np.argmax(i)
            lista.append(CATEGORIES[index])
        lista.reverse()
        return lista
 
def listaList():
    
    lists = []

    for a in seq:
        #print(makelist(a))
        lists.append(makelist(a))

        words = []
        freqs = []

        for i in lists:
           
            if i not in words: 
                words.append(i) 
                freqs.append(1)

            else:
                index = words.index(i) 
                freqs[index] += 1 
               
    print("Tests is succesfull, words:", (words), "probabilitys:", (freqs))


def listaList2():
    lists2 = []
    for a in seq2:
        #print(makelist(a))
        lists2.append(makelist(a))
        words = []
        freqs = []
        for i in lists2:
            if i not in words: 
                words.append(i) 
                freqs.append(1)
            else:
                index = words.index(i) 
                freqs[index] += 1 
    print("2 Tests is succesfull, words:", (words), "probabilitys:", (freqs))




def partition(nums, low, high):

    pivot = nums[(low + high) // 2]
    i = low - 1
    j = high + 1
    while True:
        i += 1
        while nums[i] < pivot:
            i += 1

        j -= 1
        while nums[j] > pivot:
            j -= 1

        if i >= j:
            return j

        nums[i], nums[j] = nums[j], nums[i]


def quick_sort(nums):

    def _quick_sort(items, low, high):
        if low < high:

            split_index = partition(items, low, high)
            _quick_sort(items, low, split_index)
            _quick_sort(items, split_index + 1, high)

    _quick_sort(nums, 0, len(nums) - 1)




if __name__ == "__main__":

    #checklen()
    #listaList()
    #listaList2()
    #a = 0

    max = -9999999
    max_index = 0
    max_list_from_all_plates = []

    threshold = 0.05
    

    for single_lp in seq:
        maximum_plate_prob = []
        possible_plate_prob = []
        max_list = []
        for sign in single_lp:
            high_indexes = []
            for prob_id in range(0,len(sign)):
                if threshold<sign[prob_id]:
                    high_indexes.append([sign[prob_id], prob_id, CATEGORIES[prob_id]])
            max_list.append(high_indexes)
        max_list_from_all_plates.append(max_list)


    for single_lp in max_list_from_all_plates:
        Highest_score=0

        for sign in single_lp:
            print(sign)

Результат это вероятности каждого символа, то есть для первого знака в первом списке [[0.077, 7, ‘7’], [0.058, 18, ‘I’], [0.352, 19, ‘J’], [0.089, 30, ‘V’], [0.053, 32, ‘X’]] и тд.:

[[0.077, 7, '7'], [0.058, 18, 'I'], [0.352, 19, 'J'], [0.089, 30, 'V'], [0.053, 32, 'X']]
[[0.075, 3, '3'], [0.36, 19, 'J'], [0.092, 30, 'V'], [0.058, 32, 'X']]
[[0.627, 7, '7'], [0.053, 34, 'Z']]
[[0.056, 0, '0'], [0.412, 8, '8'], [0.073, 16, 'G'], [0.074, 27, 'S']]
[[0.09, 6, '6'], [0.258, 8, '8'], [0.079, 16, 'G'], [0.106, 27, 'S']]
[[0.1, 15, 'F'], [0.317, 26, 'R']]
[[0.164, 4, '4'], [0.06, 6, '6'], [0.383, 20, 'K'], [0.063, 22, 'M']]
[[0.054, 7, '7'], [0.051, 10, 'A'], [0.056, 18, 'I'], [0.389, 19, 'J'], [0.07, 30, 'V']]
[[0.083, 7, '7'], [0.062, 9, '9'], [0.053, 10, 'A'], [0.055, 18, 'I'], [0.348, 19, 'J'], [0.086, 30, 'V'], [0.055, 32, 'X']]
[[0.499, 7, '7'], [0.053, 25, 'P'], [0.123, 34, 'Z']]
[[0.054, 6, '6'], [0.369, 8, '8'], [0.1, 16, 'G'], [0.102, 27, 'S']]
[[0.075, 6, '6'], [0.365, 8, '8'], [0.075, 16, 'G'], [0.099, 27, 'S']]
[[0.11, 15, 'F'], [0.059, 25, 'P'], [0.289, 26, 'R']]
[[0.134, 4, '4'], [0.088, 6, '6'], [0.342, 20, 'K']]
[[0.073, 7, '7'], [0.384, 19, 'J'], [0.088, 30, 'V'], [0.066, 32, 'X']]
[[0.089, 7, '7'], [0.051, 18, 'I'], [0.387, 19, 'J'], [0.09, 30, 'V'], [0.064, 32, 'X']]
[[0.282, 7, '7'], [0.053, 25, 'P'], [0.224, 34, 'Z']]
[[0.097, 6, '6'], [0.239, 8, '8'], [0.082, 16, 'G'], [0.11, 27, 'S']]
[[0.053, 3, '3'], [0.057, 6, '6'], [0.25, 8, '8'], [0.057, 16, 'G'], [0.092, 27, 'S']]
[[0.069, 8, '8'], [0.057, 14, 'E'], [0.096, 15, 'F'], [0.256, 26, 'R']]
[[0.174, 4, '4'], [0.085, 6, '6'], [0.357, 20, 'K']]
[[0.055, 3, '3'], [0.076, 7, '7'], [0.391, 19, 'J'], [0.068, 30, 'V']]
[[0.064, 3, '3'], [0.069, 13, 'D'], [0.379, 19, 'J'], [0.063, 30, 'V']]
[[0.458, 7, '7'], [0.052, 25, 'P'], [0.139, 34, 'Z']]
[[0.111, 6, '6'], [0.235, 8, '8'], [0.084, 27, 'S']]
[[0.103, 6, '6'], [0.289, 8, '8'], [0.108, 16, 'G'], [0.102, 27, 'S']]
[[0.053, 8, '8'], [0.119, 15, 'F'], [0.06, 25, 'P'], [0.275, 26, 'R']]
[[0.13, 4, '4'], [0.08, 6, '6'], [0.378, 20, 'K'], [0.051, 22, 'M']]
[[0.052, 3, '3'], [0.066, 7, '7'], [0.051, 13, 'D'], [0.401, 19, 'J'], [0.077, 30, 'V']]
[[0.462, 7, '7'], [0.052, 15, 'F'], [0.136, 34, 'Z']]
[[0.06, 7, '7'], [0.062, 9, '9'], [0.053, 13, 'D'], [0.422, 19, 'J'], [0.065, 30, 'V']]
[[0.058, 3, '3'], [0.067, 6, '6'], [0.287, 8, '8'], [0.059, 16, 'G'], [0.118, 27, 'S']]
[[0.056, 0, '0'], [0.065, 6, '6'], [0.271, 8, '8'], [0.062, 11, 'B'], [0.061, 27, 'S']]
[[0.051, 11, 'B'], [0.051, 14, 'E'], [0.109, 15, 'F'], [0.067, 25, 'P'], [0.286, 26, 'R']]
[[0.106, 4, '4'], [0.079, 6, '6'], [0.377, 20, 'K']]
[[0.064, 3, '3'], [0.076, 13, 'D'], [0.382, 19, 'J'], [0.057, 30, 'V']]
[[0.068, 7, '7'], [0.052, 10, 'A'], [0.35, 19, 'J'], [0.099, 30, 'V'], [0.076, 32, 'X']]
[[0.517, 7, '7'], [0.114, 34, 'Z']]
[[0.064, 3, '3'], [0.052, 6, '6'], [0.36, 8, '8'], [0.067, 16, 'G'], [0.121, 27, 'S']]
[[0.079, 6, '6'], [0.259, 8, '8'], [0.064, 16, 'G'], [0.086, 27, 'S']]
[[0.056, 14, 'E'], [0.098, 15, 'F'], [0.069, 25, 'P'], [0.331, 26, 'R']]
[[0.096, 4, '4'], [0.095, 6, '6'], [0.36, 20, 'K']]
[[0.082, 3, '3'], [0.062, 13, 'D'], [0.391, 19, 'J'], [0.061, 30, 'V']]
[[0.078, 3, '3'], [0.059, 7, '7'], [0.052, 13, 'D'], [0.366, 19, 'J'], [0.074, 30, 'V']]
[[0.299, 7, '7'], [0.056, 25, 'P'], [0.056, 28, 'T'], [0.217, 34, 'Z']]
[[0.06, 3, '3'], [0.09, 6, '6'], [0.234, 8, '8'], [0.052, 16, 'G'], [0.134, 27, 'S']]
[[0.053, 6, '6'], [0.269, 8, '8'], [0.098, 27, 'S']]
[[0.063, 8, '8'], [0.14, 15, 'F'], [0.055, 25, 'P'], [0.239, 26, 'R']]
[[0.186, 4, '4'], [0.107, 6, '6'], [0.3, 20, 'K']]

Очень хочу сделать в процентах. Потому что у каждой буквы есть число которое можно было бы сделать процентным соотношением но я не знаю какой метод использовать, и стараюсь делать простые понятные петли, алгоритмы. Заранее спасибо!

index, python

~~katemisik~~
(12.02.21 15:57:59 MSK)

39 комментариев

Посоветуйте линукс пожалуйста. У меня был убунту и лубунту и какой-то который платный и похож на мак помоему Elementary OS

Форум — Linux-install

Убунту - нет. Думала про кали, хочу попрактиковаться в кибербезопасности. Какой лучше использовать для таких целей(типа взлом вайфай итд). Спасибо! Если кроме функционала будет хороший дизайнв вообще супер, очень нравился елементари, но он помоему теперь платный

linux, взлом

~~katemisik~~
(12.02.21 15:20:35 MSK)

15 комментариев

Не могу вычислить наиболее правдоподобное значение

Форум — General

import numpy as np from pprint import pprint from collections import Counter CATEGORIES = [«0»,«1»,«2»,«3»,«4»,«5»,«6»,«7»,«8»,«9»,«A»,«B»,«C»,«D»,«E»,«F»,«G»,«H»,«I»,«J»,«K»,«L»,«M»,«N»,«O»,«P»,«R»,«S»,«T»,«U»,«V»,«W»,«X»,«Y»,«Z»] import collections KR8877J = [[0.002,0.006,0.004,0.045,0.002,0.017,0.006,0.077,0.001,0.035,0.042,0.005,0.004,0.039,0.001,0.002,0.001,0.008,0.058,0.352,0.002,0.007,0.017,0.004,0.007,0.007,0.007,0.004,0.005,0.009,0.089,0.036,0.053,0.041,0.004], [0.003,0.007,0.005,0.075,0.001,0.020,0.006,0.044,0.002,0.035,0.026,0.004,0.004,0.033,0.001,0.001,0.003,0.008,0.049,0.360,0.002,0.007,0.021,0.005,0.009,0.003,0.008,0.007,0.003,0.014,0.092,0.048,0.058,0.031,0.004], [0.002,0.000,0.025,0.012,0.006,0.002,0.001,0.627,0.006,0.021,0.022,0.008,0.004,0.006,0.004,0.033,0.000,0.006,0.011,0.009,0.002,0.002,0.009,0.000,0.002,0.040,0.007,0.005,0.015,0.000,0.035,0.001,0.008,0.015,0.053], [0.056,0.008,0.023,0.038,0.015,0.007,0.050,0.006,0.412,0.004,0.005,0.027,0.011,0.005,0.021,0.007,0.073,0.024,0.012,0.005,0.013,0.005,0.027,0.003,0.015,0.001,0.005,0.074,0.002,0.022,0.005,0.011,0.002,0.001,0.006], [0.025,0.011,0.025,0.034,0.018,0.027,0.090,0.008,0.258,0.006,0.007,0.026,0.016,0.008,0.026,0.011,0.079,0.030,0.026,0.008,0.018,0.011,0.033,0.003,0.016,0.001,0.003,0.106,0.004,0.021,0.012,0.013,0.003,0.005,0.014], [0.048,0.027,0.019,0.002,0.028,0.002,0.008,0.017,0.041,0.014,0.012,0.022,0.031,0.005,0.045,0.100,0.004,0.031,0.033,0.002,0.029,0.006,0.021,0.032,0.008,0.038,0.317,0.007,0.017,0.004,0.018,0.005,0.003,0.004,0.002], [0.013,0.002,0.002,0.000,0.164,0.001,0.060,0.004,0.006,0.002,0.018,0.003,0.035,0.002,0.008,0.008,0.001,0.008,0.028,0.005,0.383,0.013,0.063,0.010,0.004,0.002,0.014,0.016,0.002,0.005,0.048,0.011,0.028,0.017,0.012]] KR8877J_1 = [[0.004,0.007,0.005,0.042,0.002,0.014,0.011,0.054,0.002,0.032,0.051,0.005,0.005,0.044,0.001,0.002,0.002,0.008,0.056,0.389,0.003,0.008,0.023,0.005,0.009,0.005,0.009,0.006,0.004,0.010,0.070,0.029,0.049,0.031,0.005], [0.005,0.005,0.005,0.034,0.002,0.006,0.005,0.083,0.002,0.062,0.053,0.004,0.006,0.039,0.001,0.002,0.001,0.008,0.055,0.348,0.002,0.005,0.020,0.005,0.011,0.011,0.018,0.004,0.005,0.008,0.086,0.018,0.055,0.020,0.004], [0.001,0.001,0.024,0.009,0.013,0.003,0.002,0.499,0.006,0.011,0.022,0.011,0.007,0.006,0.006,0.048,0.000,0.008,0.013,0.009,0.004,0.002,0.007,0.000,0.002,0.053,0.009,0.007,0.030,0.000,0.030,0.001,0.009,0.021,0.123], [0.039,0.008,0.029,0.041,0.013,0.008,0.054,0.005,0.369,0.004,0.005,0.023,0.011,0.005,0.020,0.005,0.100,0.022,0.012,0.005,0.012,0.007,0.028,0.002,0.015,0.000,0.003,0.102,0.001,0.021,0.006,0.012,0.002,0.002,0.007], [0.031,0.007,0.018,0.032,0.015,0.017,0.075,0.008,0.365,0.005,0.005,0.028,0.015,0.005,0.022,0.011,0.075,0.027,0.014,0.005,0.020,0.006,0.025,0.002,0.014,0.001,0.004,0.099,0.003,0.016,0.008,0.009,0.002,0.002,0.010], [0.046,0.022,0.022,0.002,0.031,0.003,0.008,0.022,0.047,0.011,0.010,0.039,0.035,0.005,0.048,0.110,0.002,0.028,0.031,0.003,0.029,0.006,0.016,0.022,0.007,0.059,0.289,0.005,0.016,0.003,0.013,0.004,0.002,0.004,0.003], [0.019,0.004,0.002,0.000,0.134,0.004,0.088,0.006,0.004,0.003,0.016,0.007,0.037,0.004,0.016,0.014,0.002,0.014,0.026,0.005,0.342,0.019,0.049,0.024,0.004,0.003,0.021,0.009,0.005,0.009,0.049,0.012,0.017,0.026,0.006]] KR8877J_2 = [[0.002,0.005,0.005,0.046,0.002,0.014,0.008,0.073,0.002,0.023,0.042,0.004,0.007,0.027,0.001,0.003,0.001,0.006,0.047,0.384,0.005,0.006,0.015,0.003,0.006,0.004,0.011,0.006,0.006,0.005,0.088,0.027,0.066,0.040,0.010], [0.002,0.005,0.005,0.039,0.002,0.009,0.005,0.089,0.001,0.036,0.043,0.004,0.006,0.026,0.001,0.002,0.001,0.006,0.051,0.387,0.003,0.005,0.014,0.003,0.007,0.007,0.014,0.004,0.007,0.005,0.090,0.022,0.064,0.030,0.006], [0.002,0.001,0.014,0.011,0.020,0.005,0.004,0.282,0.005,0.012,0.022,0.011,0.009,0.010,0.008,0.041,0.000,0.017,0.030,0.019,0.009,0.003,0.009,0.000,0.004,0.053,0.010,0.016,0.049,0.000,0.043,0.002,0.017,0.037,0.224], [0.028,0.015,0.029,0.039,0.023,0.020,0.097,0.008,0.239,0.004,0.009,0.021,0.019,0.008,0.017,0.008,0.082,0.023,0.025,0.012,0.020,0.010,0.037,0.003,0.016,0.001,0.003,0.110,0.003,0.019,0.012,0.014,0.004,0.005,0.015], [0.037,0.013,0.035,0.053,0.025,0.022,0.057,0.017,0.250,0.005,0.009,0.037,0.025,0.008,0.029,0.013,0.057,0.029,0.029,0.009,0.015,0.009,0.027,0.002,0.020,0.002,0.006,0.092,0.006,0.012,0.011,0.011,0.003,0.004,0.021], [0.036,0.022,0.024,0.003,0.022,0.004,0.011,0.019,0.069,0.014,0.011,0.035,0.045,0.006,0.057,0.096,0.004,0.037,0.030,0.004,0.039,0.007,0.021,0.018,0.010,0.031,0.256,0.013,0.018,0.003,0.018,0.005,0.004,0.006,0.004], [0.015,0.003,0.002,0.000,0.174,0.004,0.085,0.008,0.005,0.002,0.015,0.008,0.028,0.003,0.013,0.016,0.001,0.015,0.029,0.004,0.357,0.013,0.043,0.017,0.003,0.003,0.017,0.010,0.004,0.007,0.037,0.013,0.015,0.020,0.010]] KR8877J_3 = [[0.005,0.006,0.006,0.055,0.002,0.017,0.009,0.076,0.003,0.035,0.032,0.007,0.005,0.050,0.001,0.002,0.002,0.011,0.050,0.391,0.002,0.005,0.018,0.003,0.012,0.009,0.009,0.005,0.005,0.012,0.068,0.032,0.032,0.017,0.006], [0.009,0.005,0.007,0.064,0.002,0.022,0.009,0.040,0.003,0.030,0.026,0.010,0.006,0.069,0.001,0.001,0.004,0.011,0.040,0.379,0.002,0.009,0.021,0.005,0.017,0.007,0.009,0.005,0.003,0.034,0.063,0.035,0.029,0.017,0.006], [0.001,0.001,0.014,0.011,0.011,0.004,0.003,0.458,0.004,0.012,0.023,0.010,0.007,0.009,0.006,0.039,0.000,0.012,0.016,0.014,0.005,0.003,0.007,0.000,0.002,0.052,0.008,0.009,0.039,0.000,0.036,0.001,0.013,0.032,0.139], [0.042,0.012,0.023,0.029,0.043,0.015,0.111,0.010,0.235,0.004,0.009,0.036,0.023,0.010,0.018,0.010,0.039,0.029,0.024,0.012,0.025,0.009,0.041,0.003,0.019,0.002,0.005,0.084,0.004,0.018,0.013,0.012,0.004,0.005,0.023], [0.030,0.008,0.017,0.033,0.011,0.020,0.103,0.009,0.289,0.004,0.006,0.030,0.022,0.007,0.021,0.011,0.108,0.031,0.013,0.008,0.020,0.006,0.023,0.002,0.018,0.001,0.004,0.102,0.005,0.012,0.007,0.007,0.002,0.003,0.009], [0.034,0.024,0.018,0.003,0.025,0.005,0.008,0.025,0.053,0.010,0.008,0.045,0.036,0.006,0.050,0.119,0.002,0.035,0.028,0.003,0.029,0.005,0.014,0.017,0.007,0.060,0.275,0.006,0.019,0.002,0.013,0.004,0.003,0.006,0.005], [0.016,0.004,0.002,0.000,0.130,0.003,0.080,0.005,0.004,0.003,0.017,0.005,0.038,0.002,0.015,0.014,0.002,0.011,0.027,0.004,0.378,0.016,0.051,0.019,0.004,0.002,0.020,0.012,0.004,0.006,0.040,0.013,0.023,0.020,0.008]] KR8877J_4 = [[0.006,0.004,0.007,0.052,0.002,0.012,0.005,0.066,0.002,0.043,0.036,0.007,0.007,0.051,0.001,0.001,0.002,0.008,0.037,0.401,0.002,0.008,0.017,0.004,0.013,0.010,0.014,0.004,0.004,0.016,0.077,0.021,0.038,0.018,0.006], [0.001,0.001,0.012,0.008,0.013,0.004,0.002,0.462,0.004,0.011,0.022,0.008,0.006,0.006,0.006,0.052,0.000,0.012,0.018,0.012,0.005,0.002,0.007,0.000,0.002,0.046,0.009,0.009,0.040,0.000,0.039,0.002,0.012,0.031,0.136], [0.004,0.003,0.007,0.042,0.001,0.008,0.005,0.060,0.002,0.062,0.050,0.005,0.004,0.053,0.000,0.001,0.002,0.006,0.033,0.422,0.001,0.008,0.017,0.004,0.011,0.007,0.010,0.003,0.002,0.013,0.065,0.024,0.045,0.017,0.003], [0.029,0.015,0.032,0.058,0.018,0.013,0.067,0.012,0.287,0.006,0.010,0.025,0.016,0.007,0.017,0.009,0.059,0.023,0.026,0.011,0.016,0.006,0.033,0.003,0.017,0.001,0.006,0.118,0.004,0.014,0.009,0.012,0.004,0.003,0.012], [0.056,0.011,0.024,0.034,0.027,0.015,0.065,0.013,0.271,0.006,0.007,0.062,0.028,0.013,0.026,0.014,0.030,0.039,0.027,0.011,0.019,0.006,0.031,0.003,0.027,0.005,0.009,0.061,0.006,0.014,0.011,0.006,0.002,0.004,0.016], [0.041,0.020,0.022,0.002,0.019,0.004,0.007,0.024,0.046,0.016,0.008,0.051,0.036,0.006,0.051,0.109,0.002,0.030,0.027,0.003,0.024,0.005,0.015,0.017,0.008,0.067,0.286,0.005,0.015,0.003,0.014,0.003,0.002,0.005,0.003], [0.014,0.003,0.002,0.000,0.106,0.007,0.079,0.007,0.004,0.003,0.014,0.010,0.041,0.004,0.013,0.011,0.001,0.014,0.031,0.007,0.377,0.022,0.049,0.017,0.004,0.003,0.014,0.009,0.004,0.009,0.050,0.013,0.016,0.034,0.008]] KR8877J_5 = [[0.008,0.004,0.008,0.064,0.001,0.018,0.009,0.041,0.003,0.043,0.035,0.008,0.005,0.076,0.001,0.001,0.004,0.009,0.037,0.382,0.001,0.011,0.024,0.005,0.015,0.006,0.007,0.005,0.002,0.030,0.057,0.031,0.029,0.017,0.004], [0.002,0.004,0.004,0.044,0.001,0.012,0.005,0.068,0.001,0.043,0.052,0.003,0.005,0.030,0.001,0.002,0.001,0.007,0.041,0.350,0.003,0.007,0.019,0.005,0.007,0.004,0.011,0.005,0.003,0.007,0.099,0.035,0.076,0.038,0.004], [0.001,0.001,0.015,0.011,0.009,0.004,0.002,0.517,0.004,0.012,0.028,0.007,0.005,0.007,0.005,0.035,0.000,0.011,0.014,0.012,0.005,0.003,0.010,0.000,0.002,0.030,0.006,0.009,0.029,0.000,0.039,0.002,0.016,0.034,0.114], [0.026,0.010,0.036,0.064,0.011,0.009,0.052,0.010,0.360,0.004,0.007,0.022,0.015,0.005,0.017,0.006,0.067,0.019,0.017,0.008,0.013,0.006,0.026,0.002,0.015,0.001,0.004,0.121,0.003,0.011,0.006,0.010,0.003,0.002,0.011], [0.044,0.017,0.027,0.037,0.024,0.016,0.079,0.010,0.259,0.006,0.009,0.032,0.023,0.009,0.022,0.012,0.064,0.031,0.026,0.010,0.019,0.007,0.034,0.004,0.021,0.002,0.007,0.086,0.005,0.018,0.011,0.011,0.003,0.003,0.011], [0.033,0.013,0.021,0.002,0.014,0.003,0.006,0.023,0.033,0.015,0.009,0.048,0.040,0.007,0.056,0.098,0.002,0.032,0.023,0.003,0.023,0.006,0.013,0.015,0.009,0.069,0.331,0.005,0.018,0.002,0.012,0.003,0.002,0.005,0.003], [0.017,0.004,0.002,0.000,0.096,0.008,0.095,0.007,0.004,0.003,0.013,0.012,0.045,0.006,0.017,0.013,0.002,0.016,0.029,0.007,0.360,0.023,0.045,0.023,0.005,0.004,0.018,0.008,0.005,0.010,0.042,0.011,0.013,0.032,0.007]] KR8877J_6 = [[0.007,0.004,0.007,0.082,0.002,0.023,0.009,0.029,0.003,0.024,0.024,0.008,0.006,0.062,0.001,0.001,0.005,0.009,0.032,0.391,0.002,0.012,0.020,0.005,0.016,0.004,0.006,0.006,0.002,0.037,0.061,0.041,0.033,0.019,0.006], [0.004,0.004,0.008,0.078,0.001,0.013,0.005,0.059,0.002,0.044,0.041,0.006,0.005,0.052,0.001,0.001,0.002,0.008,0.036,0.366,0.001,0.010,0.015,0.003,0.011,0.008,0.008,0.005,0.004,0.015,0.074,0.035,0.045,0.023,0.007], [0.001,0.001,0.013,0.010,0.015,0.006,0.004,0.299,0.004,0.011,0.021,0.011,0.009,0.010,0.009,0.044,0.000,0.021,0.023,0.017,0.008,0.004,0.007,0.000,0.003,0.056,0.008,0.014,0.056,0.000,0.040,0.002,0.016,0.039,0.217],[0.021,0.011,0.022,0.060,0.018,0.026,0.090,0.014,0.234,0.005,0.011,0.025,0.016,0.009,0.015,0.011,0.052,0.030,0.029,0.015,0.019,0.007,0.030,0.003,0.016,0.001,0.003,0.134,0.006,0.013,0.011,0.014,0.004,0.005,0.020],[0.031,0.012,0.027,0.036,0.023,0.020,0.053,0.018,0.269,0.006,0.008,0.029,0.036,0.007,0.029,0.021,0.046,0.030,0.028,0.009,0.023,0.007,0.027,0.003,0.020,0.002,0.010,0.098,0.010,0.009,0.016,0.009,0.004,0.005,0.018],[0.036,0.019,0.017,0.002,0.027,0.004,0.009,0.027,0.063,0.012,0.008,0.045,0.035,0.006,0.050,0.140,0.002,0.036,0.030,0.003,0.031,0.004,0.017,0.016,0.007,0.055,0.239,0.007,0.018,0.002,0.014,0.004,0.003,0.006,0.004],[0.018,0.004,0.002,0.000,0.186,0.004,0.107,0.005,0.005,0.003,0.010,0.008,0.041,0.004,0.017,0.018,0.001,0.012,0.034,0.004,0.300,0.014,0.036,0.018,0.004,0.004,0.020,0.010,0.005,0.008,0.049,0.009,0.011,0.020,0.008]]

def makelist(lst):

    lista = []
    for i in lst:
        index = np.argmax(i)
        lista.append(CATEGORIES[index])
    lista.reverse()
    return list

def listaList():

lists = []

for a in seq: lists.append(makelist(a))

print(lists)

def countid():

i = 0

for a in seq: i = i +1

    print(i)

def checking():

if name == «main»:

seq = (KR8877J, KR8877J_1, KR8877J_2, KR8877J_3, KR8877J_4, KR8877J_5, KR8877J_6)

listaList()

for a in seq: makelist(a)

countid()

На данный момент есть список слов или же список списков: [[‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’], [‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’], [‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’], [‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’], [‘K’, ‘R’, ‘8’, ‘8’, ‘J’, ‘7’, ‘J’], [‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’], [‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’]]

и могу рассчитать айди для каждого слова то есть с 1 до 7. Есть ли такая возможность сложить все буквы что мы имеем в списке списков и рассчитать среднее по вероятности слово? методом каких то сравнений, потому что в случае если в двух версиях к примеру повторяються разные буквы и нужно их совместить в одну версию? ну в общем рассчет букв сделать по их повторению в каждом слове? я хотела бы сделать например три самых правдоподобных слова. к примеру здесь чаще всего повторяеться [‘K’, ‘R’, ‘8’, ‘8’, ‘7’, ‘J’, ‘J’], потом [‘K’, ‘R’, ‘8’, ‘8’, ‘J’, ‘7’, ‘J’], ну и третий вариант если бы он был. Заранее спасибо!

array, python

~~katemisik~~
(03.02.21 13:20:52 MSK)

21 комментарий

Добрый день. Хочу ускорить свой код. Данных очень много. Нужно их быстро обработать.

Форум — General

import time
import numpy as np

#KOLEJNOSC ZNAKOW W TABLICY JEST ODWROCONA
CATEGORIES = ["0","1","2","3","4","5","6","7","8","9",
"A","B","C","D","E","F","G","H","I","J",
"K","L","M","N","O","P","R","S","T","U",
"V","W","X","Y","Z"]


KR887JJ = [[0.002,0.006,0.004,0.045,0.002,0.017,0.006,0.077,0.001,0.035,0.042,0.005,0.004,0.039,0.001,0.002,0.001,0.008,0.058,0.352,0.002,0.007,0.017,0.004,0.007,0.007,0.007,0.004,0.005,0.009,0.089,0.036,0.053,0.041,0.004],[0.003,0.007,0.005,0.075,0.001,0.020,0.006,0.044,0.002,0.035,0.026,0.004,0.004,0.033,0.001,0.001,0.003,0.008,0.049,0.360,0.002,0.007,0.021,0.005,0.009,0.003,0.008,0.007,0.003,0.014,0.092,0.048,0.058,0.031,0.004],[0.002,0.000,0.025,0.012,0.006,0.002,0.001,0.627,0.006,0.021,0.022,0.008,0.004,0.006,0.004,0.033,0.000,0.006,0.011,0.009,0.002,0.002,0.009,0.000,0.002,0.040,0.007,0.005,0.015,0.000,0.035,0.001,0.008,0.015,0.053],[0.056,0.008,0.023,0.038,0.015,0.007,0.050,0.006,0.412,0.004,0.005,0.027,0.011,0.005,0.021,0.007,0.073,0.024,0.012,0.005,0.013,0.005,0.027,0.003,0.015,0.001,0.005,0.074,0.002,0.022,0.005,0.011,0.002,0.001,0.006],[0.025,0.011,0.025,0.034,0.018,0.027,0.090,0.008,0.258,0.006,0.007,0.026,0.016,0.008,0.026,0.011,0.079,0.030,0.026,0.008,0.018,0.011,0.033,0.003,0.016,0.001,0.003,0.106,0.004,0.021,0.012,0.013,0.003,0.005,0.014],[0.048,0.027,0.019,0.002,0.028,0.002,0.008,0.017,0.041,0.014,0.012,0.022,0.031,0.005,0.045,0.100,0.004,0.031,0.033,0.002,0.029,0.006,0.021,0.032,0.008,0.038,0.317,0.007,0.017,0.004,0.018,0.005,0.003,0.004,0.002],[0.013,0.002,0.002,0.000,0.164,0.001,0.060,0.004,0.006,0.002,0.018,0.003,0.035,0.002,0.008,0.008,0.001,0.008,0.028,0.005,0.383,0.013,0.063,0.010,0.004,0.002,0.014,0.016,0.002,0.005,0.048,0.011,0.028,0.017,0.012]]

[[0.004,0.007,0.005,0.042,0.002,0.014,0.011,0.054,0.002,0.032,0.051,0.005,0.005,0.044,0.001,0.002,0.002,0.008,0.056,0.389,0.003,0.008,0.023,0.005,0.009,0.005,0.009,0.006,0.004,0.010,0.070,0.029,0.049,0.031,0.005],[0.005,0.005,0.005,0.034,0.002,0.006,0.005,0.083,0.002,0.062,0.053,0.004,0.006,0.039,0.001,0.002,0.001,0.008,0.055,0.348,0.002,0.005,0.020,0.005,0.011,0.011,0.018,0.004,0.005,0.008,0.086,0.018,0.055,0.020,0.004],[0.001,0.001,0.024,0.009,0.013,0.003,0.002,0.499,0.006,0.011,0.022,0.011,0.007,0.006,0.006,0.048,0.000,0.008,0.013,0.009,0.004,0.002,0.007,0.000,0.002,0.053,0.009,0.007,0.030,0.000,0.030,0.001,0.009,0.021,0.123],[0.039,0.008,0.029,0.041,0.013,0.008,0.054,0.005,0.369,0.004,0.005,0.023,0.011,0.005,0.020,0.005,0.100,0.022,0.012,0.005,0.012,0.007,0.028,0.002,0.015,0.000,0.003,0.102,0.001,0.021,0.006,0.012,0.002,0.002,0.007],[0.031,0.007,0.018,0.032,0.015,0.017,0.075,0.008,0.365,0.005,0.005,0.028,0.015,0.005,0.022,0.011,0.075,0.027,0.014,0.005,0.020,0.006,0.025,0.002,0.014,0.001,0.004,0.099,0.003,0.016,0.008,0.009,0.002,0.002,0.010],[0.046,0.022,0.022,0.002,0.031,0.003,0.008,0.022,0.047,0.011,0.010,0.039,0.035,0.005,0.048,0.110,0.002,0.028,0.031,0.003,0.029,0.006,0.016,0.022,0.007,0.059,0.289,0.005,0.016,0.003,0.013,0.004,0.002,0.004,0.003],[0.019,0.004,0.002,0.000,0.134,0.004,0.088,0.006,0.004,0.003,0.016,0.007,0.037,0.004,0.016,0.014,0.002,0.014,0.026,0.005,0.342,0.019,0.049,0.024,0.004,0.003,0.021,0.009,0.005,0.009,0.049,0.012,0.017,0.026,0.006]]

[[0.002,0.005,0.005,0.046,0.002,0.014,0.008,0.073,0.002,0.023,0.042,0.004,0.007,0.027,0.001,0.003,0.001,0.006,0.047,0.384,0.005,0.006,0.015,0.003,0.006,0.004,0.011,0.006,0.006,0.005,0.088,0.027,0.066,0.040,0.010],[0.002,0.005,0.005,0.039,0.002,0.009,0.005,0.089,0.001,0.036,0.043,0.004,0.006,0.026,0.001,0.002,0.001,0.006,0.051,0.387,0.003,0.005,0.014,0.003,0.007,0.007,0.014,0.004,0.007,0.005,0.090,0.022,0.064,0.030,0.006],[0.002,0.001,0.014,0.011,0.020,0.005,0.004,0.282,0.005,0.012,0.022,0.011,0.009,0.010,0.008,0.041,0.000,0.017,0.030,0.019,0.009,0.003,0.009,0.000,0.004,0.053,0.010,0.016,0.049,0.000,0.043,0.002,0.017,0.037,0.224],[0.028,0.015,0.029,0.039,0.023,0.020,0.097,0.008,0.239,0.004,0.009,0.021,0.019,0.008,0.017,0.008,0.082,0.023,0.025,0.012,0.020,0.010,0.037,0.003,0.016,0.001,0.003,0.110,0.003,0.019,0.012,0.014,0.004,0.005,0.015],[0.037,0.013,0.035,0.053,0.025,0.022,0.057,0.017,0.250,0.005,0.009,0.037,0.025,0.008,0.029,0.013,0.057,0.029,0.029,0.009,0.015,0.009,0.027,0.002,0.020,0.002,0.006,0.092,0.006,0.012,0.011,0.011,0.003,0.004,0.021],[0.036,0.022,0.024,0.003,0.022,0.004,0.011,0.019,0.069,0.014,0.011,0.035,0.045,0.006,0.057,0.096,0.004,0.037,0.030,0.004,0.039,0.007,0.021,0.018,0.010,0.031,0.256,0.013,0.018,0.003,0.018,0.005,0.004,0.006,0.004],[0.015,0.003,0.002,0.000,0.174,0.004,0.085,0.008,0.005,0.002,0.015,0.008,0.028,0.003,0.013,0.016,0.001,0.015,0.029,0.004,0.357,0.013,0.043,0.017,0.003,0.003,0.017,0.010,0.004,0.007,0.037,0.013,0.015,0.020,0.010]]

[[0.005,0.006,0.006,0.055,0.002,0.017,0.009,0.076,0.003,0.035,0.032,0.007,0.005,0.050,0.001,0.002,0.002,0.011,0.050,0.391,0.002,0.005,0.018,0.003,0.012,0.009,0.009,0.005,0.005,0.012,0.068,0.032,0.032,0.017,0.006],[0.009,0.005,0.007,0.064,0.002,0.022,0.009,0.040,0.003,0.030,0.026,0.010,0.006,0.069,0.001,0.001,0.004,0.011,0.040,0.379,0.002,0.009,0.021,0.005,0.017,0.007,0.009,0.005,0.003,0.034,0.063,0.035,0.029,0.017,0.006],[0.001,0.001,0.014,0.011,0.011,0.004,0.003,0.458,0.004,0.012,0.023,0.010,0.007,0.009,0.006,0.039,0.000,0.012,0.016,0.014,0.005,0.003,0.007,0.000,0.002,0.052,0.008,0.009,0.039,0.000,0.036,0.001,0.013,0.032,0.139],[0.042,0.012,0.023,0.029,0.043,0.015,0.111,0.010,0.235,0.004,0.009,0.036,0.023,0.010,0.018,0.010,0.039,0.029,0.024,0.012,0.025,0.009,0.041,0.003,0.019,0.002,0.005,0.084,0.004,0.018,0.013,0.012,0.004,0.005,0.023],[0.030,0.008,0.017,0.033,0.011,0.020,0.103,0.009,0.289,0.004,0.006,0.030,0.022,0.007,0.021,0.011,0.108,0.031,0.013,0.008,0.020,0.006,0.023,0.002,0.018,0.001,0.004,0.102,0.005,0.012,0.007,0.007,0.002,0.003,0.009],[0.034,0.024,0.018,0.003,0.025,0.005,0.008,0.025,0.053,0.010,0.008,0.045,0.036,0.006,0.050,0.119,0.002,0.035,0.028,0.003,0.029,0.005,0.014,0.017,0.007,0.060,0.275,0.006,0.019,0.002,0.013,0.004,0.003,0.006,0.005],[0.016,0.004,0.002,0.000,0.130,0.003,0.080,0.005,0.004,0.003,0.017,0.005,0.038,0.002,0.015,0.014,0.002,0.011,0.027,0.004,0.378,0.016,0.051,0.019,0.004,0.002,0.020,0.012,0.004,0.006,0.040,0.013,0.023,0.020,0.008]]

[[0.006,0.004,0.007,0.052,0.002,0.012,0.005,0.066,0.002,0.043,0.036,0.007,0.007,0.051,0.001,0.001,0.002,0.008,0.037,0.401,0.002,0.008,0.017,0.004,0.013,0.010,0.014,0.004,0.004,0.016,0.077,0.021,0.038,0.018,0.006],[0.001,0.001,0.012,0.008,0.013,0.004,0.002,0.462,0.004,0.011,0.022,0.008,0.006,0.006,0.006,0.052,0.000,0.012,0.018,0.012,0.005,0.002,0.007,0.000,0.002,0.046,0.009,0.009,0.040,0.000,0.039,0.002,0.012,0.031,0.136],[0.004,0.003,0.007,0.042,0.001,0.008,0.005,0.060,0.002,0.062,0.050,0.005,0.004,0.053,0.000,0.001,0.002,0.006,0.033,0.422,0.001,0.008,0.017,0.004,0.011,0.007,0.010,0.003,0.002,0.013,0.065,0.024,0.045,0.017,0.003],[0.029,0.015,0.032,0.058,0.018,0.013,0.067,0.012,0.287,0.006,0.010,0.025,0.016,0.007,0.017,0.009,0.059,0.023,0.026,0.011,0.016,0.006,0.033,0.003,0.017,0.001,0.006,0.118,0.004,0.014,0.009,0.012,0.004,0.003,0.012],[0.056,0.011,0.024,0.034,0.027,0.015,0.065,0.013,0.271,0.006,0.007,0.062,0.028,0.013,0.026,0.014,0.030,0.039,0.027,0.011,0.019,0.006,0.031,0.003,0.027,0.005,0.009,0.061,0.006,0.014,0.011,0.006,0.002,0.004,0.016],[0.041,0.020,0.022,0.002,0.019,0.004,0.007,0.024,0.046,0.016,0.008,0.051,0.036,0.006,0.051,0.109,0.002,0.030,0.027,0.003,0.024,0.005,0.015,0.017,0.008,0.067,0.286,0.005,0.015,0.003,0.014,0.003,0.002,0.005,0.003],[0.014,0.003,0.002,0.000,0.106,0.007,0.079,0.007,0.004,0.003,0.014,0.010,0.041,0.004,0.013,0.011,0.001,0.014,0.031,0.007,0.377,0.022,0.049,0.017,0.004,0.003,0.014,0.009,0.004,0.009,0.050,0.013,0.016,0.034,0.008]]

[[0.008,0.004,0.008,0.064,0.001,0.018,0.009,0.041,0.003,0.043,0.035,0.008,0.005,0.076,0.001,0.001,0.004,0.009,0.037,0.382,0.001,0.011,0.024,0.005,0.015,0.006,0.007,0.005,0.002,0.030,0.057,0.031,0.029,0.017,0.004],[0.002,0.004,0.004,0.044,0.001,0.012,0.005,0.068,0.001,0.043,0.052,0.003,0.005,0.030,0.001,0.002,0.001,0.007,0.041,0.350,0.003,0.007,0.019,0.005,0.007,0.004,0.011,0.005,0.003,0.007,0.099,0.035,0.076,0.038,0.004],[0.001,0.001,0.015,0.011,0.009,0.004,0.002,0.517,0.004,0.012,0.028,0.007,0.005,0.007,0.005,0.035,0.000,0.011,0.014,0.012,0.005,0.003,0.010,0.000,0.002,0.030,0.006,0.009,0.029,0.000,0.039,0.002,0.016,0.034,0.114],[0.026,0.010,0.036,0.064,0.011,0.009,0.052,0.010,0.360,0.004,0.007,0.022,0.015,0.005,0.017,0.006,0.067,0.019,0.017,0.008,0.013,0.006,0.026,0.002,0.015,0.001,0.004,0.121,0.003,0.011,0.006,0.010,0.003,0.002,0.011],[0.044,0.017,0.027,0.037,0.024,0.016,0.079,0.010,0.259,0.006,0.009,0.032,0.023,0.009,0.022,0.012,0.064,0.031,0.026,0.010,0.019,0.007,0.034,0.004,0.021,0.002,0.007,0.086,0.005,0.018,0.011,0.011,0.003,0.003,0.011],[0.033,0.013,0.021,0.002,0.014,0.003,0.006,0.023,0.033,0.015,0.009,0.048,0.040,0.007,0.056,0.098,0.002,0.032,0.023,0.003,0.023,0.006,0.013,0.015,0.009,0.069,0.331,0.005,0.018,0.002,0.012,0.003,0.002,0.005,0.003],[0.017,0.004,0.002,0.000,0.096,0.008,0.095,0.007,0.004,0.003,0.013,0.012,0.045,0.006,0.017,0.013,0.002,0.016,0.029,0.007,0.360,0.023,0.045,0.023,0.005,0.004,0.018,0.008,0.005,0.010,0.042,0.011,0.013,0.032,0.007]]

[[0.007,0.004,0.007,0.082,0.002,0.023,0.009,0.029,0.003,0.024,0.024,0.008,0.006,0.062,0.001,0.001,0.005,0.009,0.032,0.391,0.002,0.012,0.020,0.005,0.016,0.004,0.006,0.006,0.002,0.037,0.061,0.041,0.033,0.019,0.006],[0.004,0.004,0.008,0.078,0.001,0.013,0.005,0.059,0.002,0.044,0.041,0.006,0.005,0.052,0.001,0.001,0.002,0.008,0.036,0.366,0.001,0.010,0.015,0.003,0.011,0.008,0.008,0.005,0.004,0.015,0.074,0.035,0.045,0.023,0.007],[0.001,0.001,0.013,0.010,0.015,0.006,0.004,0.299,0.004,0.011,0.021,0.011,0.009,0.010,0.009,0.044,0.000,0.021,0.023,0.017,0.008,0.004,0.007,0.000,0.003,0.056,0.008,0.014,0.056,0.000,0.040,0.002,0.016,0.039,0.217],[0.021,0.011,0.022,0.060,0.018,0.026,0.090,0.014,0.234,0.005,0.011,0.025,0.016,0.009,0.015,0.011,0.052,0.030,0.029,0.015,0.019,0.007,0.030,0.003,0.016,0.001,0.003,0.134,0.006,0.013,0.011,0.014,0.004,0.005,0.020],[0.031,0.012,0.027,0.036,0.023,0.020,0.053,0.018,0.269,0.006,0.008,0.029,0.036,0.007,0.029,0.021,0.046,0.030,0.028,0.009,0.023,0.007,0.027,0.003,0.020,0.002,0.010,0.098,0.010,0.009,0.016,0.009,0.004,0.005,0.018],[0.036,0.019,0.017,0.002,0.027,0.004,0.009,0.027,0.063,0.012,0.008,0.045,0.035,0.006,0.050,0.140,0.002,0.036,0.030,0.003,0.031,0.004,0.017,0.016,0.007,0.055,0.239,0.007,0.018,0.002,0.014,0.004,0.003,0.006,0.004],[0.018,0.004,0.002,0.000,0.186,0.004,0.107,0.005,0.005,0.003,0.010,0.008,0.041,0.004,0.017,0.018,0.001,0.012,0.034,0.004,0.300,0.014,0.036,0.018,0.004,0.004,0.020,0.010,0.005,0.008,0.049,0.009,0.011,0.020,0.008]]


start = time.time()


for sing in KR887JJ: 
    #print(CATEGORIES[np.argmax(sing)])

    print(CATEGORIES[sing.index(max(sing))])




def list_mean(nums):
    sumof = 0
    num_of = len(nums)
    mean = 0
    for i in nums:
        sumof += i 
    mean = sumof / num_of
    return float(mean)


end = time.time()


print(f"Runtime of the program is {end - start}")

array, numpy, python

~~katemisik~~
(01.02.21 16:22:29 MSK)

27 комментариев

я конвентирую свою базу данных sqllite B Postgres и не знаю как конвертировать эту часть name TEXT (32) NOT NULL

Форум — General

Здравствуйте я конвентирую свою базу данных SQL lite в Postgres, я новичок в базах данный и не знаю как конвертировать эту часть: name TEXT (32) NOT NULL

целая линия выглядит так:

CREATE TABLE integrals (id SERIAL PRIMARY KEY NOT NULL UNIQUE, name TEXT (32) NOT NULL, ip TEXT (32), posx REAL NOT NULL, posy REAL NOT NULL, port INTEGER, image INT, zones TEXT, pass TEXT);

Заранее спасибо!

postgresql, sql, sqlite

~~katemisik~~
(23.12.20 09:40:28 MSK)

11 комментариев

Я хочу добавить sql файл с SQLITE на POSTGRESQLб но так как синтаксис другой не знаю как исправить

Форум — General

у меня проблемы с такими частями как #PRAGMA foreign_keys = off; и AUTO_INCREMENT вот одна из строк с AUTO_INCREMENT CREATE TABLE inputs (id INTEGER PRIMARY KEY AUTO_INCREMENT UNIQUE NOT NULL, name TEXT, inputid INT, connectionid INT, type INT, posx DOUBLE, posy DOUBLE); Заранее спасибо!

postgresql, sql, sqlite

~~katemisik~~
(22.12.20 14:19:40 MSK)

16 комментариев

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