diff --git a/pkg/Microsoft.ML.Datasets/Microsoft.ML.Datasets.nupkgproj b/pkg/Microsoft.ML.Datasets/Microsoft.ML.Datasets.nupkgproj new file mode 100644 index 0000000000..54d63252fb --- /dev/null +++ b/pkg/Microsoft.ML.Datasets/Microsoft.ML.Datasets.nupkgproj @@ -0,0 +1,14 @@ + + + + netstandard2.0 + ML.NET additional learners making use of hardware acceleration. They use Intel Mkl. + + + + + + + + + diff --git a/test/data/syntheticRegressionTest.txt b/test/data/syntheticRegressionTest.txt new file mode 100644 index 0000000000..46d4289b24 --- /dev/null +++ b/test/data/syntheticRegressionTest.txt @@ -0,0 +1,68 @@ +feature_a, feature_b, target +0, 2, 14 +18, 9, 57 +34, 2, 82 +41, 9, 103 +60, 8, 140 +73, 5, 163 +88, 8, 196 +103, 4, 222 +115, 2, 244 +130, 7, 279 +150, 4, 316 +161, 9, 343 +178, 9, 377 +191, 7, 401 +208, 6, 434 +228, 3, 471 +239, 5, 495 +254, 7, 527 +265, 7, 549 +289, 6, 596 +301, 5, 619 +313, 8, 646 +330, 1, 673 +343, 8, 706 +364, 1, 741 +379, 8, 778 +388, 5, 793 +402, 6, 822 +418, 8, 856 +435, 3, 885 +452, 7, 923 +463, 5, 943 +475, 4, 966 +492, 3, 999 +510, 7, 1039 +522, 9, 1065 +539, 5, 1095 +557, 5, 1131 +565, 5, 1147 +581, 2, 1176 +600, 4, 1216 +618, 1, 1249 +632, 0, 1276 +649, 7, 1317 +662, 2, 1338 +678, 8, 1376 +690, 8, 1400 +706, 1, 1425 +718, 0, 1448 +737, 0, 1486 +752, 7, 1523 +762, 2, 1538 +779, 0, 1570 +790, 8, 1600 +811, 8, 1642 +824, 8, 1668 +836, 4, 1688 +853, 5, 1723 +871, 1, 1755 +887, 0, 1786 +897, 1, 1807 +915, 8, 1850 +927, 3, 1869 +942, 0, 1896 +962, 1, 1937 +975, 9, 1971 +991, 2, 1996 diff --git a/test/data/syntheticRegressionTrain.txt b/test/data/syntheticRegressionTrain.txt new file mode 100644 index 0000000000..21eba29415 --- /dev/null +++ b/test/data/syntheticRegressionTrain.txt @@ -0,0 +1,934 @@ +feature_a, feature_b, target +-4, 1 , 5 +3, 7 , 25 +0, 4 , 16 +3, 4 , 22 +0, 2 , 14 +7, 8 , 34 +11, 3 , 37 +3, 4 , 22 +6, 9 , 33 +11, 9 , 43 +14, 3 , 43 +7, 2 , 28 +16, 9 , 53 +18, 9 , 57 +17, 1 , 47 +13, 5 , 43 +19, 0 , 50 +18, 2 , 50 +24, 8 , 68 +16, 8 , 52 +20, 7 , 59 +21, 4 , 58 +19, 2 , 52 +20, 9 , 61 +24, 9 , 69 +28, 6 , 74 +27, 6 , 72 +25, 4 , 66 +31, 4 , 78 +33, 0 , 78 +33, 4 , 82 +35, 3 , 85 +37, 9 , 95 +40, 0 , 92 +32, 7 , 83 +42, 9 , 105 +34, 2 , 82 +43, 4 , 102 +45, 6 , 108 +45, 8 , 110 +43, 7 , 105 +43, 5 , 103 +50, 0 , 112 +45, 6 , 108 +46, 5 , 109 +46, 2 , 106 +46, 8 , 112 +53, 6 , 124 +52, 1 , 117 +57, 3 , 129 +57, 9 , 135 +56, 5 , 129 +56, 8 , 132 +57, 5 , 131 +55, 8 , 130 +60, 7 , 139 +65, 1 , 143 +59, 7 , 137 +67, 9 , 155 +66, 4 , 148 +64, 3 , 143 +67, 7 , 153 +63, 9 , 147 +69, 3 , 153 +65, 7 , 149 +74, 1 , 161 +74, 5 , 165 +75, 6 , 168 +72, 1 , 157 +73, 8 , 166 +80, 5 , 177 +79, 2 , 172 +81, 5 , 179 +78, 8 , 176 +76, 9 , 173 +82, 4 , 180 +82, 3 , 179 +86, 8 , 192 +85, 5 , 187 +88, 9 , 197 +88, 8 , 196 +89, 3 , 193 +92, 4 , 200 +87, 5 , 191 +91, 9 , 203 +87, 8 , 194 +91, 1 , 195 +89, 8 , 198 +90, 1 , 193 +100, 3 , 215 +97, 9 , 215 +98, 3 , 211 +94, 4 , 204 +102, 6 , 222 +100, 8 , 220 +106, 4 , 228 +106, 0 , 224 +106, 4 , 228 +103, 8 , 226 +107, 3 , 229 +107, 6 , 232 +108, 6 , 234 +114, 7 , 247 +113, 8 , 246 +111, 6 , 240 +117, 3 , 249 +111, 8 , 242 +117, 6 , 252 +114, 8 , 248 +120, 7 , 259 +116, 6 , 250 +123, 6 , 264 +119, 5 , 255 +122, 6 , 262 +126, 1 , 265 +126, 2 , 266 +125, 8 , 270 +130, 4 , 276 +127, 9 , 275 +131, 6 , 280 +127, 3 , 269 +129, 4 , 274 +134, 9 , 289 +134, 6 , 286 +128, 4 , 272 +129, 8 , 278 +138, 7 , 295 +137, 6 , 292 +137, 2 , 288 +136, 8 , 292 +142, 8 , 304 +141, 0 , 294 +140, 8 , 300 +145, 9 , 311 +141, 8 , 302 +148, 6 , 314 +144, 6 , 306 +144, 6 , 306 +147, 4 , 310 +152, 8 , 324 +147, 9 , 315 +149, 7 , 317 +149, 1 , 311 +157, 8 , 334 +155, 5 , 327 +155, 5 , 327 +157, 6 , 332 +161, 7 , 341 +160, 8 , 340 +164, 1 , 341 +157, 1 , 327 +166, 3 , 347 +162, 1 , 337 +164, 8 , 348 +165, 3 , 345 +165, 3 , 345 +169, 6 , 356 +172, 5 , 361 +172, 5 , 361 +167, 4 , 350 +169, 3 , 353 +170, 7 , 359 +169, 5 , 355 +178, 7 , 375 +179, 9 , 379 +181, 4 , 378 +175, 9 , 371 +174, 9 , 369 +182, 9 , 385 +183, 5 , 383 +179, 0 , 370 +181, 1 , 375 +189, 2 , 392 +190, 0 , 392 +183, 4 , 382 +192, 7 , 403 +193, 6 , 404 +185, 6 , 388 +186, 9 , 393 +187, 4 , 390 +189, 4 , 394 +193, 8 , 406 +196, 8 , 412 +194, 7 , 407 +202, 1 , 417 +201, 6 , 420 +196, 1 , 405 +201, 8 , 422 +203, 6 , 424 +205, 7 , 429 +206, 5 , 429 +204, 4 , 424 +201, 4 , 418 +210, 6 , 438 +212, 6 , 442 +212, 1 , 437 +212, 3 , 439 +207, 2 , 428 +214, 0 , 440 +216, 4 , 448 +214, 8 , 448 +211, 2 , 436 +216, 8 , 452 +213, 2 , 440 +217, 4 , 450 +222, 3 , 459 +222, 9 , 465 +220, 6 , 458 +225, 1 , 463 +219, 5 , 455 +223, 5 , 463 +224, 4 , 464 +228, 2 , 470 +232, 4 , 480 +234, 6 , 486 +226, 3 , 467 +227, 6 , 472 +232, 7 , 483 +229, 9 , 479 +235, 7 , 489 +233, 4 , 482 +236, 0 , 484 +242, 7 , 503 +243, 3 , 501 +236, 1 , 485 +243, 1 , 499 +243, 4 , 502 +239, 9 , 499 +243, 8 , 506 +244, 9 , 509 +246, 0 , 504 +246, 3 , 507 +252, 7 , 523 +247, 0 , 506 +246, 0 , 504 +247, 1 , 507 +248, 7 , 515 +249, 2 , 512 +253, 4 , 522 +261, 4 , 538 +259, 8 , 538 +261, 8 , 542 +256, 9 , 533 +263, 0 , 538 +263, 7 , 545 +261, 2 , 536 +259, 3 , 533 +266, 6 , 550 +269, 2 , 552 +263, 4 , 542 +267, 9 , 555 +265, 4 , 546 +269, 7 , 557 +271, 5 , 559 +274, 9 , 569 +269, 0 , 550 +274, 5 , 565 +277, 0 , 566 +278, 3 , 571 +275, 0 , 562 +278, 2 , 570 +282, 8 , 584 +283, 7 , 585 +283, 8 , 586 +287, 0 , 586 +282, 4 , 580 +287, 2 , 588 +289, 3 , 593 +288, 9 , 597 +289, 0 , 590 +286, 4 , 588 +288, 0 , 588 +296, 0 , 604 +297, 7 , 613 +294, 7 , 607 +291, 3 , 597 +295, 8 , 610 +299, 2 , 612 +302, 6 , 622 +295, 6 , 608 +301, 5 , 619 +297, 7 , 613 +307, 4 , 630 +302, 2 , 618 +308, 3 , 631 +306, 3 , 627 +303, 3 , 621 +308, 7 , 635 +312, 5 , 641 +313, 1 , 639 +310, 5 , 637 +310, 6 , 638 +310, 7 , 639 +314, 4 , 644 +319, 8 , 658 +316, 5 , 649 +321, 7 , 661 +314, 1 , 641 +316, 5 , 649 +320, 3 , 655 +326, 8 , 672 +326, 0 , 664 +325, 3 , 665 +327, 2 , 668 +329, 5 , 675 +329, 4 , 674 +324, 0 , 660 +326, 3 , 667 +335, 8 , 690 +336, 9 , 693 +332, 6 , 682 +338, 6 , 694 +335, 8 , 690 +338, 6 , 694 +335, 2 , 684 +339, 1 , 691 +340, 4 , 696 +342, 1 , 697 +336, 1 , 685 +344, 1 , 701 +338, 3 , 691 +340, 0 , 692 +346, 6 , 710 +348, 0 , 708 +349, 6 , 716 +348, 9 , 717 +348, 1 , 709 +347, 0 , 706 +355, 8 , 730 +353, 2 , 720 +350, 4 , 716 +357, 0 , 726 +355, 7 , 729 +357, 3 , 729 +353, 7 , 725 +354, 7 , 727 +361, 9 , 743 +360, 7 , 739 +361, 1 , 735 +368, 3 , 751 +366, 0 , 744 +368, 6 , 754 +362, 6 , 742 +372, 0 , 756 +367, 9 , 755 +371, 7 , 761 +367, 6 , 752 +369, 2 , 752 +371, 7 , 761 +369, 2 , 752 +377, 6 , 772 +372, 2 , 758 +379, 2 , 772 +380, 0 , 772 +380, 3 , 775 +378, 7 , 775 +385, 7 , 789 +381, 8 , 782 +385, 9 , 791 +384, 9 , 789 +385, 1 , 783 +383, 1 , 779 +383, 9 , 787 +390, 0 , 792 +386, 7 , 791 +391, 7 , 801 +391, 0 , 794 +394, 8 , 808 +399, 7 , 817 +395, 2 , 804 +395, 2 , 804 +398, 3 , 811 +401, 4 , 818 +404, 5 , 825 +396, 0 , 804 +405, 9 , 831 +402, 4 , 820 +403, 8 , 826 +406, 6 , 830 +409, 9 , 839 +406, 5 , 829 +407, 0 , 826 +409, 2 , 832 +408, 7 , 835 +416, 6 , 850 +413, 1 , 839 +416, 9 , 853 +416, 6 , 850 +412, 2 , 838 +412, 7 , 843 +417, 9 , 855 +422, 4 , 860 +422, 7 , 863 +423, 2 , 860 +419, 8 , 858 +424, 3 , 863 +428, 0 , 868 +430, 6 , 878 +422, 7 , 863 +426, 3 , 867 +425, 1 , 863 +428, 2 , 870 +432, 5 , 881 +429, 5 , 875 +433, 3 , 881 +434, 9 , 889 +437, 9 , 895 +439, 5 , 895 +439, 5 , 895 +435, 6 , 888 +440, 7 , 899 +442, 4 , 900 +437, 6 , 892 +444, 4 , 904 +440, 3 , 895 +444, 1 , 901 +449, 7 , 917 +442, 0 , 896 +444, 0 , 900 +449, 1 , 911 +448, 5 , 913 +455, 5 , 927 +451, 0 , 914 +458, 5 , 933 +451, 8 , 922 +453, 4 , 922 +457, 6 , 932 +459, 2 , 932 +459, 6 , 936 +463, 0 , 938 +457, 1 , 927 +461, 3 , 937 +463, 9 , 947 +468, 7 , 955 +470, 9 , 961 +471, 8 , 962 +467, 1 , 947 +469, 4 , 954 +467, 6 , 952 +471, 6 , 960 +469, 6 , 956 +477, 4 , 970 +470, 4 , 956 +474, 9 , 969 +476, 9 , 973 +474, 6 , 966 +478, 0 , 968 +474, 5 , 965 +476, 1 , 965 +479, 5 , 975 +486, 2 , 986 +484, 7 , 987 +481, 4 , 978 +488, 0 , 988 +485, 2 , 984 +488, 5 , 993 +493, 8 , 1006 +488, 0 , 988 +494, 5 , 1005 +490, 4 , 996 +497, 0 , 1006 +496, 2 , 1006 +491, 0 , 994 +496, 8 , 1012 +498, 3 , 1011 +498, 6 , 1014 +502, 7 , 1023 +504, 3 , 1023 +499, 9 , 1019 +500, 4 , 1016 +504, 0 , 1020 +500, 9 , 1021 +502, 1 , 1017 +503, 9 , 1027 +508, 5 , 1033 +512, 8 , 1044 +510, 2 , 1034 +511, 7 , 1041 +512, 6 , 1042 +514, 5 , 1045 +516, 1 , 1045 +512, 3 , 1039 +513, 6 , 1044 +515, 4 , 1046 +516, 3 , 1047 +517, 5 , 1051 +521, 7 , 1061 +518, 2 , 1050 +520, 8 , 1060 +527, 5 , 1071 +526, 5 , 1069 +522, 9 , 1065 +525, 6 , 1068 +532, 5 , 1081 +529, 5 , 1075 +535, 0 , 1082 +530, 9 , 1081 +536, 8 , 1092 +529, 5 , 1075 +537, 0 , 1086 +534, 4 , 1084 +538, 0 , 1088 +535, 7 , 1089 +534, 2 , 1082 +543, 0 , 1098 +539, 6 , 1096 +544, 5 , 1105 +541, 1 , 1095 +543, 6 , 1104 +547, 7 , 1113 +551, 6 , 1120 +548, 5 , 1113 +547, 2 , 1108 +549, 4 , 1114 +554, 3 , 1123 +555, 1 , 1123 +554, 1 , 1121 +558, 9 , 1137 +556, 6 , 1130 +552, 8 , 1124 +560, 8 , 1140 +561, 6 , 1140 +558, 2 , 1130 +561, 9 , 1143 +558, 0 , 1128 +562, 6 , 1142 +564, 9 , 1149 +564, 7 , 1147 +564, 8 , 1148 +569, 0 , 1150 +570, 4 , 1156 +566, 1 , 1145 +571, 3 , 1157 +570, 7 , 1159 +569, 9 , 1159 +575, 0 , 1162 +579, 7 , 1177 +578, 6 , 1174 +581, 1 , 1175 +582, 8 , 1184 +575, 7 , 1169 +581, 0 , 1174 +581, 0 , 1174 +581, 0 , 1174 +579, 6 , 1176 +588, 0 , 1188 +586, 6 , 1190 +588, 8 , 1196 +589, 1 , 1191 +589, 4 , 1194 +594, 5 , 1205 +595, 5 , 1207 +596, 7 , 1211 +597, 6 , 1212 +597, 5 , 1211 +590, 9 , 1201 +593, 4 , 1202 +596, 9 , 1213 +602, 5 , 1221 +602, 3 , 1219 +596, 5 , 1209 +606, 6 , 1230 +599, 1 , 1211 +599, 1 , 1211 +605, 7 , 1229 +604, 7 , 1227 +609, 1 , 1231 +603, 0 , 1218 +604, 7 , 1227 +605, 5 , 1227 +614, 3 , 1243 +616, 1 , 1245 +617, 0 , 1246 +611, 7 , 1241 +614, 1 , 1241 +620, 5 , 1257 +618, 4 , 1252 +620, 2 , 1254 +620, 8 , 1260 +622, 7 , 1263 +617, 3 , 1249 +623, 5 , 1263 +626, 2 , 1266 +629, 9 , 1279 +625, 1 , 1263 +625, 0 , 1262 +628, 7 , 1275 +629, 7 , 1277 +635, 3 , 1285 +629, 3 , 1273 +632, 2 , 1278 +638, 2 , 1290 +636, 6 , 1290 +634, 7 , 1287 +633, 2 , 1280 +641, 0 , 1294 +636, 6 , 1290 +641, 4 , 1298 +639, 9 , 1299 +644, 9 , 1309 +644, 1 , 1301 +647, 7 , 1313 +649, 9 , 1319 +647, 5 , 1311 +651, 3 , 1317 +648, 7 , 1315 +653, 3 , 1321 +651, 4 , 1318 +653, 3 , 1321 +653, 7 , 1325 +658, 0 , 1328 +651, 5 , 1319 +655, 9 , 1331 +652, 2 , 1318 +659, 0 , 1330 +659, 3 , 1333 +660, 2 , 1334 +659, 8 , 1338 +665, 4 , 1346 +660, 6 , 1338 +663, 5 , 1343 +667, 5 , 1351 +669, 3 , 1353 +671, 8 , 1362 +666, 4 , 1348 +668, 9 , 1357 +668, 7 , 1355 +672, 4 , 1360 +671, 9 , 1363 +677, 3 , 1369 +678, 1 , 1369 +681, 6 , 1380 +682, 3 , 1379 +676, 8 , 1372 +680, 0 , 1372 +681, 3 , 1377 +684, 6 , 1386 +687, 9 , 1395 +680, 7 , 1379 +684, 7 , 1387 +688, 0 , 1388 +691, 8 , 1402 +683, 7 , 1385 +690, 8 , 1400 +692, 8 , 1404 +695, 4 , 1406 +695, 4 , 1406 +694, 1 , 1401 +694, 4 , 1404 +697, 4 , 1410 +700, 3 , 1415 +696, 9 , 1413 +703, 9 , 1427 +699, 4 , 1414 +704, 1 , 1421 +706, 0 , 1424 +699, 6 , 1416 +700, 1 , 1413 +708, 3 , 1431 +705, 7 , 1429 +707, 7 , 1433 +708, 2 , 1430 +713, 4 , 1442 +709, 9 , 1439 +709, 9 , 1439 +709, 3 , 1433 +710, 6 , 1438 +714, 0 , 1440 +718, 7 , 1455 +715, 0 , 1442 +722, 4 , 1460 +723, 8 , 1466 +719, 4 , 1454 +722, 2 , 1458 +725, 3 , 1465 +720, 1 , 1453 +728, 6 , 1474 +725, 7 , 1469 +723, 0 , 1458 +723, 8 , 1466 +732, 9 , 1485 +734, 7 , 1487 +731, 5 , 1479 +733, 5 , 1483 +732, 0 , 1476 +729, 2 , 1472 +738, 6 , 1494 +740, 7 , 1499 +733, 8 , 1486 +738, 0 , 1488 +736, 7 , 1491 +738, 0 , 1488 +744, 8 , 1508 +744, 9 , 1509 +744, 2 , 1502 +740, 1 , 1493 +747, 9 , 1515 +750, 6 , 1518 +748, 8 , 1516 +751, 9 , 1523 +749, 9 , 1519 +751, 8 , 1522 +756, 8 , 1532 +757, 3 , 1529 +759, 1 , 1531 +754, 7 , 1527 +760, 1 , 1533 +758, 4 , 1532 +761, 8 , 1542 +764, 4 , 1544 +760, 7 , 1539 +758, 5 , 1533 +761, 7 , 1541 +766, 2 , 1546 +762, 5 , 1541 +764, 4 , 1544 +767, 3 , 1549 +770, 9 , 1561 +774, 8 , 1568 +766, 2 , 1546 +770, 8 , 1560 +776, 8 , 1572 +770, 7 , 1559 +770, 0 , 1552 +772, 9 , 1565 +772, 3 , 1559 +776, 6 , 1570 +781, 8 , 1582 +776, 6 , 1570 +778, 7 , 1575 +778, 8 , 1576 +784, 4 , 1584 +786, 2 , 1586 +789, 7 , 1597 +791, 0 , 1594 +786, 1 , 1585 +788, 3 , 1591 +792, 5 , 1601 +792, 0 , 1596 +788, 1 , 1589 +789, 2 , 1592 +793, 9 , 1607 +796, 7 , 1611 +796, 8 , 1612 +800, 4 , 1616 +795, 5 , 1607 +802, 9 , 1625 +799, 7 , 1617 +797, 8 , 1614 +800, 3 , 1615 +808, 9 , 1637 +809, 1 , 1631 +802, 3 , 1619 +802, 8 , 1624 +807, 9 , 1635 +808, 0 , 1628 +810, 5 , 1637 +810, 8 , 1640 +814, 0 , 1640 +812, 0 , 1636 +813, 9 , 1647 +811, 8 , 1642 +817, 8 , 1654 +815, 9 , 1651 +814, 3 , 1643 +824, 7 , 1667 +818, 4 , 1652 +817, 9 , 1655 +824, 2 , 1662 +826, 5 , 1669 +830, 0 , 1672 +831, 9 , 1683 +828, 7 , 1675 +827, 1 , 1667 +826, 1 , 1665 +826, 9 , 1673 +833, 9 , 1687 +829, 3 , 1673 +836, 2 , 1686 +836, 5 , 1689 +840, 1 , 1693 +833, 8 , 1686 +839, 9 , 1699 +838, 4 , 1692 +839, 7 , 1697 +843, 5 , 1703 +847, 9 , 1715 +848, 6 , 1714 +842, 4 , 1700 +846, 8 , 1712 +844, 7 , 1707 +850, 2 , 1714 +851, 0 , 1714 +852, 2 , 1718 +850, 5 , 1717 +856, 8 , 1732 +856, 8 , 1732 +858, 0 , 1728 +854, 9 , 1729 +861, 7 , 1741 +861, 2 , 1736 +856, 1 , 1725 +855, 1 , 1723 +860, 0 , 1732 +866, 1 , 1745 +867, 0 , 1746 +867, 3 , 1749 +861, 3 , 1737 +862, 3 , 1739 +868, 8 , 1756 +872, 8 , 1764 +871, 7 , 1761 +875, 8 , 1770 +870, 6 , 1758 +869, 5 , 1755 +877, 5 , 1771 +879, 4 , 1774 +871, 6 , 1760 +872, 5 , 1761 +881, 3 , 1777 +879, 8 , 1778 +883, 8 , 1786 +885, 6 , 1788 +886, 0 , 1784 +882, 9 , 1785 +881, 1 , 1775 +886, 4 , 1788 +887, 8 , 1794 +885, 6 , 1788 +891, 3 , 1797 +885, 4 , 1786 +888, 3 , 1791 +891, 6 , 1800 +890, 5 , 1797 +892, 0 , 1796 +890, 5 , 1797 +893, 9 , 1807 +900, 8 , 1820 +895, 3 , 1805 +902, 3 , 1819 +898, 7 , 1815 +904, 9 , 1829 +907, 5 , 1831 +900, 2 , 1814 +903, 1 , 1819 +907, 2 , 1828 +910, 4 , 1836 +908, 5 , 1833 +905, 3 , 1825 +912, 9 , 1845 +912, 2 , 1838 +907, 2 , 1828 +915, 6 , 1848 +914, 6 , 1846 +918, 4 , 1852 +913, 8 , 1846 +914, 4 , 1844 +920, 5 , 1857 +921, 7 , 1861 +920, 0 , 1852 +923, 8 , 1866 +927, 0 , 1866 +919, 4 , 1854 +922, 7 , 1863 +922, 5 , 1861 +928, 3 , 1871 +928, 0 , 1868 +931, 5 , 1879 +935, 4 , 1886 +933, 5 , 1883 +932, 2 , 1878 +929, 9 , 1879 +933, 1 , 1879 +939, 6 , 1896 +938, 9 , 1897 +938, 5 , 1893 +939, 1 , 1891 +937, 6 , 1892 +941, 1 , 1895 +941, 8 , 1902 +945, 2 , 1904 +947, 7 , 1913 +948, 1 , 1909 +944, 3 , 1903 +950, 9 , 1921 +948, 1 , 1909 +949, 7 , 1917 +955, 0 , 1922 +947, 0 , 1906 +956, 4 , 1928 +957, 6 , 1932 +958, 0 , 1928 +956, 5 , 1929 +954, 5 , 1925 +960, 7 , 1939 +954, 8 , 1928 +959, 3 , 1933 +964, 2 , 1942 +962, 7 , 1943 +962, 2 , 1938 +962, 5 , 1941 +962, 3 , 1939 +969, 5 , 1955 +969, 4 , 1954 +964, 3 , 1943 +974, 2 , 1962 +969, 1 , 1951 +976, 1 , 1965 +973, 1 , 1959 +977, 7 , 1973 +980, 5 , 1977 +976, 2 , 1966 +976, 6 , 1970 +977, 8 , 1974 +981, 0 , 1974 +976, 6 , 1970 +980, 2 , 1974 +987, 1 , 1987 +987, 6 , 1992 +989, 3 , 1993 +988, 6 , 1994 +990, 5 , 1997 +990, 2 , 1994 +987, 5 , 1991 +994, 6 , 2006 +993, 2 , 2000 +994, 5 , 2005 +998, 4 , 2012 +992, 9 , 2005 +991, 2 , 1996 +999, 9 , 2019 +994, 7 , 2007 +1002, 7 , 2023