commit

2024-09-28 10:43:58 +04:00 · 2024-09-28 10:43:58 +04:00 · c47c4f2974
commit c47c4f2974
parent 35a4e15a73
8 changed files with 64366 additions and 1833 deletions
--- a/.venv/Scripts/python.exe
+++ b/.venv/Scripts/python.exe
--- a/mai/data/Coffe.csv
+++ b/mai/data/Coffe.csv
--- a/mai/data/Diamonds.csv
+++ b/mai/data/Diamonds.csv
--- a/mai/data/Gold.csv
+++ b/mai/data/Gold.csv
--- a/mai/data/Stores.csv
+++ b/mai/data/Stores.csv
@ -1,897 +0,0 @@
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-528,1552,1869,710,78870
-529,1700,2064,940,70310
-530,1554,1844,670,38530
-531,1482,1777,800,77570
-532,1275,1517,790,59920
-533,1642,1981,720,54450
-534,1381,1633,1270,50250
-535,1381,1634,930,30790
-536,1057,1262,1490,35420
-537,1192,1445,810,43470
-538,1601,1920,600,61000
-539,1622,1968,210,64780
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-541,2214,2647,740,65900
-542,1633,1936,1320,46050
-543,1546,1845,760,59070
-544,1475,1753,920,44670
-545,1270,1519,920,58390
-546,1185,1420,880,80370
-547,1614,1938,1110,53230
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-552,1883,2262,570,42240
-553,1526,1842,690,39580
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-555,1832,2185,840,87330
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-557,932,1138,820,89760
-558,1137,1374,700,101780
-559,1231,1472,810,70290
-560,1237,1512,1070,88210
-561,1371,1650,540,87160
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-563,1748,2092,580,49170
-564,1212,1440,500,63950
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-566,1152,1386,980,49590
-567,1439,1703,1000,67290
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-597,946,1125,590,29170
-598,1563,1872,1080,68420
-599,1664,2016,830,59130
-600,1619,1947,910,74330
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-602,1241,1489,1380,76250
-603,1429,1720,1180,59540
-604,1241,1488,770,54690
-605,1078,1306,680,84360
-606,1690,2065,910,51420
-607,1289,1536,540,65120
-608,1581,1894,760,49380
-609,1608,1945,760,37830
-610,1344,1608,730,35980
-611,1513,1804,430,69190
-612,1529,1839,1000,50590
-613,1677,2014,660,60800
-614,1015,1229,930,31180
-615,1438,1751,760,77790
-616,1426,1718,370,47570
-617,1412,1701,630,69130
-618,1622,1944,360,75970
-619,1503,1791,630,68350
-620,1501,1789,670,41680
-621,1971,2342,690,86560
-622,1383,1687,830,81390
-623,1371,1635,720,50730
-624,1508,1823,520,71290
-625,1057,1284,750,70110
-626,1411,1680,1070,61590
-627,1466,1746,590,69370
-628,1545,1888,600,67110
-629,2044,2408,380,82020
-630,1887,2264,830,62050
-631,1505,1836,940,61730
-632,1422,1722,560,58660
-633,1564,1869,1030,53370
-634,1510,1810,730,39700
-635,1568,1920,890,53750
-636,1933,2338,1140,44730
-637,1501,1822,590,49350
-638,1593,1911,580,43340
-639,1812,2189,310,78090
-640,1580,1895,720,54950
-641,1440,1749,490,75530
-642,1100,1331,1010,57330
-643,1534,1841,680,87930
-644,1299,1555,1020,56850
-645,1767,2121,1050,78430
-646,1368,1649,740,63660
-647,1393,1670,410,62960
-648,1327,1590,770,81870
-649,1514,1794,1400,54820
-650,1989,2414,860,116320
-651,1334,1584,840,57200
-652,1533,1817,950,84360
-653,1809,2145,940,36530
-654,1607,1933,930,81260
-655,1165,1387,1060,82350
-656,1193,1430,560,80830
-657,1709,2065,670,30610
-658,1525,1839,540,51310
-659,1348,1623,1010,72940
-660,1132,1366,1340,52450
-661,1667,2020,980,66070
-662,1427,1720,630,43190
-663,1211,1447,1110,40730
-664,1717,2048,700,78530
-665,1766,2111,580,94690
-666,1086,1299,1050,44400
-667,1410,1692,790,73800
-668,1476,1760,600,37390
-669,1068,1278,440,64120
-670,1485,1785,1340,66160
-671,1461,1739,1250,22310
-672,1685,2010,990,62380
-673,1624,1958,290,63850
-674,1658,2000,350,36210
-675,1427,1677,210,54590
-676,1755,2072,810,69610
-677,1211,1472,790,65390
-678,1591,1896,780,78130
-679,1797,2126,730,55710
-680,1519,1823,1040,69210
-681,1637,1958,760,59940
-682,1451,1750,570,72550
-683,1203,1446,620,44260
-684,1884,2262,310,56910
-685,1540,1820,310,82390
-686,1121,1332,790,54590
-687,1307,1562,490,69990
-688,1475,1775,230,72740
-689,1160,1401,900,35360
-690,1078,1276,640,94370
-691,1191,1436,840,43520
-692,1317,1569,780,36000
-693,1548,1858,480,99480
-694,1560,1883,1040,83220
-695,1297,1529,870,52940
-696,1645,1958,530,93360
-697,1225,1455,750,73590
-698,1421,1704,840,53840
-699,1655,1956,800,47350
-700,1615,1928,660,65080
-701,1872,2262,560,62050
-702,1317,1581,910,30020
-703,1434,1729,480,49510
-704,1791,2167,700,64320
-705,932,1120,660,35590
-706,1609,1924,1170,63050
-707,1495,1793,1020,65300
-708,1769,2153,580,69560
-709,1693,2032,610,41910
-710,1247,1497,590,28330
-711,1502,1815,190,55980
-712,1360,1612,490,61080
-713,1542,1844,680,51380
-714,1631,1947,670,84410
-715,1246,1482,1070,60680
-716,1990,2384,1110,64690
-717,967,1154,560,45780
-718,1582,1894,1100,41800
-719,1430,1743,970,53230
-720,1827,2160,930,36160
-721,1118,1338,1040,40450
-722,1766,2109,1120,57910
-723,1799,2173,910,36280
-724,1167,1411,440,39190
-725,1493,1795,530,62380
-726,1445,1734,900,21470
-727,1033,1237,740,34610
-728,1440,1711,1020,88120
-729,1487,1773,970,59190
-730,1854,2205,890,36290
-731,1748,2086,550,53760
-732,1937,2310,520,66300
-733,1641,1999,950,93000
-734,1659,1999,650,65660
-735,1743,2061,860,81930
-736,1449,1733,320,60060
-737,1098,1309,860,59530
-738,1121,1351,900,46380
-739,1526,1858,550,76200
-740,1358,1645,770,56860
-741,1336,1616,710,86620
-742,1502,1802,840,49730
-743,1534,1858,860,88370
-744,1418,1699,870,49160
-745,854,1018,660,77740
-746,1450,1728,930,38560
-747,1474,1776,1020,51990
-748,1524,1819,1190,39970
-749,1361,1638,1140,46040
-750,1398,1683,490,49500
-751,1085,1308,1170,76670
-752,1660,1979,480,75800
-753,1648,2017,930,81720
-754,1453,1749,890,58440
-755,1323,1591,680,85720
-756,1385,1643,740,70940
-757,1250,1506,990,62420
-758,1389,1683,680,56880
-759,1486,1758,820,101820
-760,1655,1993,440,86890
-761,1645,1963,900,47300
-762,1464,1771,1080,31270
-763,1197,1428,830,65410
-764,1878,2264,310,54200
-765,1150,1378,730,67390
-766,1562,1881,740,54530
-767,1596,1939,960,79760
-768,1119,1345,790,78060
-769,1116,1347,700,74080
-770,1934,2349,750,52990
-771,1299,1540,590,70580
-772,1417,1689,570,34310
-773,1235,1503,660,74160
-774,1497,1815,700,59190
-775,1430,1704,1070,43370
-776,1537,1877,660,17670
-777,1444,1742,840,56710
-778,1477,1798,850,59820
-779,1041,1246,600,36190
-780,1226,1472,710,60440
-781,1489,1783,450,75300
-782,1549,1871,740,74080
-783,1073,1280,1240,60440
-784,1473,1785,570,80720
-785,2013,2396,580,47060
-786,1975,2368,450,86830
-787,1561,1877,790,56790
-788,1427,1723,1040,67090
-789,1441,1747,670,44370
-790,1275,1548,370,82970
-791,1574,1876,620,56230
-792,1511,1791,1010,53760
-793,1428,1713,550,55390
-794,1388,1672,800,73500
-795,1057,1280,610,41050
-796,1440,1747,1090,67320
-797,1349,1610,700,65890
-798,1536,1808,830,56380
-799,2019,2420,850,85670
-800,1236,1508,1260,70830
-801,1436,1715,1030,48180
-802,1862,2248,1160,51910
-803,1200,1442,880,44320
-804,1360,1650,420,58940
-805,1722,2078,770,73610
-806,1577,1902,910,54060
-807,1850,2214,1110,85000
-808,1447,1730,510,49030
-809,1496,1800,780,63300
-810,1679,2008,790,84300
-811,994,1194,1090,81390
-812,1354,1635,1270,95900
-813,1597,1918,1260,71830
-814,1873,2252,330,79310
-815,1218,1459,540,87890
-816,1458,1746,720,48610
-817,1546,1860,670,73160
-818,1608,1962,770,36280
-819,1822,2160,860,49720
-820,1716,2038,410,44400
-821,1072,1296,900,47590
-822,1330,1604,480,51460
-823,1588,1892,540,57750
-824,1425,1733,760,66000
-825,1778,2133,280,45950
-826,1363,1630,1120,53900
-827,1609,1928,160,37920
-828,1671,2024,620,63100
-829,1379,1636,440,36770
-830,1218,1452,870,43910
-831,1724,2101,900,66390
-832,986,1179,710,59160
-833,1330,1606,590,38510
-834,1437,1725,910,46220
-835,1327,1609,1320,41500
-836,1651,2009,1000,58160
-837,1211,1462,670,38530
-838,1916,2277,610,55880
-839,1638,1937,1050,70940
-840,1172,1413,480,53940
-841,1350,1606,770,43030
-842,1528,1843,340,59820
-843,1305,1557,580,55500
-844,1463,1751,900,49990
-845,1409,1727,700,42980
-846,1419,1743,860,65970
-847,1535,1819,540,59290
-848,1474,1745,970,63020
-849,919,1099,1560,73810
-850,2067,2492,790,70230
-851,1977,2362,1020,59950
-852,1293,1558,790,78100
-853,1477,1790,880,16370
-854,1582,1906,550,92640
-855,1481,1789,550,63540
-856,1214,1455,950,87220
-857,1206,1460,810,41990
-858,1653,1982,390,79410
-859,1152,1393,860,54380
-860,1458,1757,850,58600
-861,1249,1510,660,48950
-862,1939,2333,830,40670
-863,1591,1919,640,52340
-864,1180,1397,750,39140
-865,1846,2195,1170,41090
-866,780,951,790,25600
-867,1565,1854,900,100900
-868,1648,1959,370,77080
-869,1775,2104,980,105150
-870,1439,1732,1170,80580
-871,1487,1776,800,46230
-872,1800,2158,1100,98260
-873,1690,2024,1070,75930
-874,1209,1452,830,52050
-875,1859,2222,1210,87000
-876,1691,2023,540,60270
-877,1259,1493,100,88270
-878,1771,2138,820,57820
-879,1205,1468,1210,61210
-880,1792,2131,810,76420
-881,1263,1516,780,70980
-882,1344,1605,1160,76740
-883,1819,2187,590,47920
-884,1357,1625,1140,52160
-885,1396,1673,690,32740
-886,1118,1337,560,72270
-887,1655,1986,1150,77430
-888,1156,1398,140,92370
-889,1451,1734,670,34880
-890,1539,1829,650,46580
-891,1549,1851,1220,70620
-892,1582,1910,1080,66390
-893,1387,1663,850,82080
-894,1200,1436,1060,76440
-895,1299,1560,770,96610
-896,1174,1429,1110,54340
--- a/mai/data/Stores_updated.csv
+++ b/mai/data/Stores_updated.csv
@ -1,897 +0,0 @@
-Store ID ,Store_Area,Items_Available,Daily_Customer_Count,Store_Sales
-1,1659,1961,530,66490
-2,1461,1752,210,39820
-3,1340,1609,720,54010
-4,1451,1748,620,53730
-5,1770,2111,450,46620
-6,1442,1733,760,45260
-7,1542,1858,1030,72240
-8,1261,1507,1020,37720
-9,1090,1321,680,46310
-10,1030,1235,1130,44150
-11,1187,1439,1090,71280
-12,1751,2098,720,57620
-13,1746,2064,1050,60470
-14,1615,1931,1160,59130
-15,1469,1756,770,66360
-16,1644,1950,790,78870
-17,1578,1907,1440,77250
-18,1703,2045,670,38170
-19,1438,1731,1030,63540
-20,1940,2340,980,40190
-21,1421,1700,370,43460
-22,1458,1746,690,68890
-23,1719,2065,950,52780
-24,1449,1752,620,50680
-25,1234,1488,840,41880
-26,1732,2073,820,70050
-27,1475,1777,1100,25820
-28,1390,1648,980,60530
-29,1642,1943,710,78100
-30,1715,2071,650,84860
-31,1439,1746,990,80140
-32,1250,1508,990,14920
-33,1331,1608,880,60460
-34,1784,2163,620,74560
-35,1375,1648,1020,72430
-36,1871,2230,700,45460
-37,1442,1744,610,41570
-38,1174,1411,1080,62870
-39,1839,2204,1010,55170
-40,1270,1516,10,45480
-41,1435,1725,1250,49550
-42,965,1152,600,48140
-43,1665,2001,730,67640
-44,1780,2117,780,39730
-45,1009,1194,520,35800
-46,1227,1471,870,49270
-47,1769,2087,690,66510
-48,1660,1982,910,62530
-49,1472,1776,1260,59980
-50,1408,1688,1040,76350
-51,1514,1820,910,81820
-52,1565,1880,1300,57830
-53,1074,1288,320,70450
-54,1864,2240,530,67000
-55,1570,1898,980,64090
-56,1417,1701,740,48670
-57,1734,2060,1240,66210
-58,1470,1763,1080,83660
-59,1761,2104,1080,70770
-60,1756,2070,460,53870
-61,1704,2045,300,71300
-62,2011,2391,530,46100
-63,1472,1748,600,49100
-64,1310,1561,860,65920
-65,1544,1821,590,58660
-66,1707,2052,920,69130
-67,1881,2262,570,49080
-68,1416,1681,290,72710
-69,1631,1941,650,33430
-70,1318,1576,710,42430
-71,1692,2019,850,56650
-72,1152,1380,530,33580
-73,891,1073,630,67370
-74,1468,1749,700,71780
-75,1539,1833,650,84840
-76,1635,1956,720,82070
-77,1267,1520,450,26770
-78,1250,1475,1390,65560
-79,1720,2044,960,38660
-80,1462,1761,600,65660
-81,1431,1711,620,40700
-82,1539,1858,1020,88910
-83,1441,1723,330,57860
-84,1572,1884,1410,42670
-85,1287,1525,1200,90180
-86,1468,1760,280,51280
-87,1931,2342,940,97260
-88,1252,1506,850,39650
-89,1238,1468,960,45720
-90,1479,1758,420,42060
-91,1590,1912,830,65350
-92,2169,2617,600,67080
-93,1838,2205,400,54030
-94,1385,1655,760,56360
-95,1921,2305,1470,77120
-96,1975,2385,500,50810
-97,1853,2235,1120,60960
-98,1816,2171,1160,61180
-99,1785,2147,820,63660
-100,1579,1899,1140,41190
-101,1096,1321,900,78420
-102,1919,2294,760,65580
-103,1262,1500,1170,89080
-104,1374,1655,1080,94170
-105,1309,1587,1000,50950
-106,1207,1434,690,65180
-107,1692,2031,810,69310
-108,1929,2311,630,79210
-109,1573,1878,650,23740
-110,1415,1700,920,36330
-111,1162,1382,1260,51700
-112,1485,1787,800,62950
-113,1897,2248,1330,56010
-114,1607,1927,940,45080
-115,1909,2287,1210,46830
-116,1274,1503,660,64750
-117,1157,1379,770,80780
-118,1712,2046,460,31180
-119,1500,1798,860,56710
-120,1682,2017,780,49390
-121,1441,1727,890,66000
-122,1525,1835,900,32770
-123,1408,1669,530,46580
-124,1947,2333,790,79780
-125,1164,1390,370,35510
-126,1787,2137,610,80970
-127,1871,2241,500,61150
-128,1718,2051,750,49210
-129,1365,1636,980,79950
-130,1368,1654,530,68740
-131,1342,1595,910,57480
-132,1076,1270,620,72630
-133,1396,1672,1170,50070
-134,1713,2071,900,40490
-135,1370,1638,980,51850
-136,1667,1993,740,42840
-137,1638,1972,810,60940
-138,1581,1905,810,62280
-139,1795,2187,300,76530
-140,1179,1412,790,85130
-141,1978,2374,800,48590
-142,1688,2042,760,73080
-143,1214,1456,530,48950
-144,1504,1805,540,48560
-145,1498,1770,620,59380
-146,1462,1762,1010,51190
-147,1442,1750,130,58920
-148,1250,1486,730,50360
-149,1229,1480,830,38070
-150,1936,2300,1060,49170
-151,1369,1629,770,39740
-152,1662,1986,70,63730
-153,1548,1855,670,85330
-154,1649,1963,490,27410
-155,1393,1663,670,37320
-156,1450,1734,380,71120
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-894,1200,1436,1060,76440
-895,1299,1560,770,96610
-896,1174,1429,1110,54340
--- a/mai/lab1.ipynb
+++ b/mai/lab1.ipynb
@ -27,7 +27,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 121,
+   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
@ -53,7 +53,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 122,
+   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
@ -88,7 +88,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
@ -210,7 +210,7 @@
       "max    116320.000000  "
      ]
     },
-     "execution_count": 123,
+     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -235,7 +235,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
@ -246,7 +246,7 @@
       "      dtype='object')"
      ]
     },
-     "execution_count": 124,
+     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -271,7 +271,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 125,
+   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
@ -365,7 +365,7 @@
       "[896 rows x 1 columns]"
      ]
     },
-     "execution_count": 125,
+     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -383,7 +383,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
@ -489,7 +489,7 @@
       "[896 rows x 2 columns]"
      ]
     },
-     "execution_count": 126,
+     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -507,7 +507,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
@ -556,7 +556,7 @@
       "0          1        1659             1961                   530        66490"
      ]
     },
-     "execution_count": 127,
+     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -574,7 +574,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
@ -716,7 +716,7 @@
       "[896 rows x 5 columns]"
      ]
     },
-     "execution_count": 128,
+     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -741,7 +741,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
@ -840,7 +840,7 @@
       "[896 rows x 1 columns]"
      ]
     },
-     "execution_count": 129,
+     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -858,7 +858,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 130,
+   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
@ -970,7 +970,7 @@
       "[896 rows x 2 columns]"
      ]
     },
-     "execution_count": 130,
+     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -995,7 +995,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
@ -1137,7 +1137,7 @@
       "[896 rows x 5 columns]"
      ]
     },
-     "execution_count": 131,
+     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -1155,7 +1155,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 132,
+   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
@ -1297,7 +1297,7 @@
       "[896 rows x 5 columns]"
      ]
     },
-     "execution_count": 132,
+     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -1322,7 +1322,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 133,
+   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
@ -1452,7 +1452,7 @@
       "[896 rows x 4 columns]"
      ]
     },
-     "execution_count": 133,
+     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -1470,7 +1470,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
@ -1612,7 +1612,7 @@
       "[895 rows x 5 columns]"
      ]
     },
-     "execution_count": 134,
+     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -1637,7 +1637,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 135,
+   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
@ -1731,7 +1731,7 @@
       "[896 rows x 1 columns]"
      ]
     },
-     "execution_count": 135,
+     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -1757,7 +1757,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 136,
+   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
@ -1924,7 +1924,7 @@
       "[896 rows x 6 columns]"
      ]
     },
-     "execution_count": 136,
+     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
@ -1942,7 +1942,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 137,
+   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
@ -1965,7 +1965,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 138,
+   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
@ -1988,7 +1988,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 139,
+   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
@ -2022,7 +2022,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 140,
+   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
@ -2055,7 +2055,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 141,
+   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
@ -2088,7 +2088,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 142,
+   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
@ -2120,7 +2120,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 143,
+   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
@ -2153,7 +2153,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 144,
+   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
@ -2186,7 +2186,7 @@
  },
  {
   "cell_type": "code",
-   "execution_count": 145,
+   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
--- a/mai/lab2.ipynb
+++ b/mai/lab2.ipynb