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added data and data-creation file, fixed issues

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This commit is contained in:
Ryan Boldi 2022-06-05 10:07:11 -04:00
parent 639d08b405
commit 032a9cc1ab
9 changed files with 2442 additions and 2409 deletions
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picked/final-downsampling-data.zip Normal file
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picked/find-pair-test.csv
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picked/find-pair-train.csv
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@ -1,201 +1,201 @@
input1,output1
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input1,input2,output1,output2
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[-6289 -7667 369 65 -7332],-6224,-6289,65
[3131 -1359 -4227 -29 -7535 -7283 7569 -7171 7943 -7741 -3305 -413 -1648 -4936 -7499 -5913 4104],2745,-1359,4104
[-9656 3581 -3624 3312 -2513 -1791 2078],-5415,-3624,-1791
[-6971 -4680 7414 8380],1409,-6971,8380
[-456 -9035 1401 -6595 555 7369 2815 2894 4633 1411],2812,1401,1411
[-4846 -6710 2959 -6157 -3590 5650 867 -7774 4049 -9193 -1686 9423],-5290,-6157,867
[7976 -4888 1791 545 7045 4250 1670 9225 2546 3004 -4640 -4557 4227 8673 -664 -7372],2405,7045,-4640
[-6409 2743 -3736 -4436 -4394 -4439 -5851 8667 3568 -5026 -7517 7594 -7993 -1402 7531],-8172,-3736,-4436
[1519 -4649 2402 -5391],-3872,1519,-5391
[-9899 2385 6823 -6813 -3734 -3601 2712 -9535 -3448 3030 1710 5562 8716 -7691 -8111 1771],-5306,2385,-7691
[7326 -9386 557 -4303],-8829,-9386,557
[-8280 -7488 -2914 -9826 9016 827 -5030 5323 -8519 -7801 4081 8294 2402],1215,9016,-7801
[-5185 -716 8014],7298,-716,8014
[-2378 492 2255 -8852 7435],9690,2255,7435
[5600 2970 8857 1126 -2494 5872 -5278 6657 4655 -9408 -811 3446 2235 2442 -8690 3873 9376 -7065 -2580 -5140],-6248,2442,-8690
[-6581 9775 6572 2437],3194,-6581,9775
[-8756 -8782 -1380 -4942 635 2222 4726 7669],5361,635,4726
[-36 9104 -8038 2209 4999],14103,9104,4999
[130 5566 -6950 6693 -7608 467 3571],7160,6693,467
[-1050 -5575 6404 7730 -4780 2999 4448 -5302 1812 -8392 5372 875],-2303,2999,-5302
[-5960 -4477 1726 3896 -323 1484 -50 -258 7435 6074 2724 6071 1964],2674,-50,2724
[1938 -5728 -7288 8541 7245 -8555 925 9585 -4717 8814 -9818 6222 1523],8160,1938,6222
[5076 8199 3750 8183],8826,5076,3750
[-221 5782 8891 -6506 7100],-724,5782,-6506
[5229 4925],10154,5229,4925
[-2992 9000 4333 1901 8515 -1207 -5917 2247 1735 -9538 -1752 3692 -4530 -690],-1584,4333,-5917
[-9012 8109 1071 546 1131 -743 187 894 -1905 9792 -9157 -8186 -5608 -2928],-1718,187,-1905
[4991 8525 -2911 -4063 3845 2692 8075],13066,4991,8075
[4217 -89 -4991 -8812 2764 -4702 2469 7551 -2391 1237],-13514,-8812,-4702
[-349 -2403 8799 4654],6396,-2403,8799
[-1061 9816 8125 -4316 -7200 1349 -2242 -6708 -1838 8460 -5707 1377 2051],3108,9816,-6708
[739 279 4376 6553],7292,739,6553
[6810 -2328 2128 6541 -1856],8938,6810,2128
[8663 2579 -2973 870],5690,8663,-2973
[-3274 -7524 -8615 1764 56 -7279 5787 -9667 9746 -7878 -8792 -875 9227 8249 -1925],-15157,-7279,-7878
[7122 -759 -4806 -6820 -3935],2316,7122,-4806
[-8708 -685 -1502 7647 2552 5741 8592 4893 -2846 3859 4452 -8049 -2843 -8185 -3175 -6458],-16757,-8708,-8049
[5041 3998 -3030 9697 -3129 1591 -6600 1887 6853 -7784 6960 -178 -2303 -462 3362 2510],1413,1591,-178
[-7534 -7341 -550 -2663],-14875,-7534,-7341
[5048 -9273 2507],-4225,5048,-9273
[-5628 7516 7852 6170],15368,7516,7852
[6043 3278 -8028 118 2623 -4525 -8166 63 -8343 9169 -4475 -2381 4165 3966 4883 -4924],-1985,6043,-8028
[7287 -4538 -9005 -4704 1546],-13709,-9005,-4704
[1273 361 8220 2282 -8930 -2348 6013 -2609 -9865],6374,361,6013
[-1039 7630 1643 1798 7727 8566 11 -4980 -9646 7273 3550],-2016,7630,-9646
[-9088 -3387 -1377 -7924 4406],-3518,-7924,4406
[-6689 -2823 -7242 -9276 944 2816 -5991 7452 -9382 -431],-10065,-2823,-7242
[-4024 4413 5841 -6008 -7472],389,-4024,4413
[2699 4558 1940 -3464 -4091 2277 4432 4204 977 -751 -6127 -8214 -9894 -8355 -2042],-10256,-8214,-2042
[-6851 -4046 -9965 6607 -128 8243 -6903 3659 4356 -5957 3265 -1094 1499 3839 2617 7276 6242 -4496 9788],285,-5957,6242
[-6330 -9590 7214 -8061 -1694 5775 2818 1332],-5243,-8061,2818
[9272 4099 7392 6833 -4337 2411 5401],16664,9272,7392
[-358 -6589 9245 -5741],3504,9245,-5741
[687 3594 3309 -4522],3996,687,3309
[-1674 -6974 -6993 608 5684 8602 -2860 9726 9073 -4060 -7922 2399 6152 1866 -7015],6928,-1674,8602
[5226 6436 4642 -6424],-1782,4642,-6424
[-6088 9858 -1922 8510 -869],-6957,-6088,-869
[2765 -8686 -8359 5305 -3993 -7100 -3793 -7496 -9791 -6003 6015 -1002 -7184 -9220 4905 4315 -4159 -5533 -1825 9481],482,6015,-5533
[5975 9736 7943 6521 -3460 365 6007 4049 7238],10570,6521,4049
[2025 -6241 -7182 -8263 -4207 -5576 -7223 -64 477 1073 4116 -567 1424],3449,2025,1424
[4069 3843 3611],7454,3843,3611
[-1635 -8552 1986 7409],-1143,-8552,7409
[-4097 -2829 9850 7910 -1626 -1931 2722 8948 -1623 -5987 -7627 395 -3456 6960 -7468 -1704 9365],2863,-4097,6960
[9356 -3703 -8480 7436 -8670 -8875 -2064],7292,9356,-2064
[-9547 2992 3088 -7568 -7451 2204 6969 5471 9363 5632 -5143 6721 6480 -1173 701 1129 -4912],-2708,2204,-4912
[-5061 4141 5320 -1842],9461,4141,5320
[9890 8246 -2764 -5591 9775 4806 -4837 4839 -7144 -5176 2739 -5822 2555 7352 5654 7508],12158,4806,7352
[5885 -2387 -8567 -7081 -7985 4182 -3480 8842 -8157 8788 6454 3982 1482 7249 3834],-2272,5885,-8157
[1674 -7809 -9742 3987 4100 -349 7731 -5130 -3926 -6508 -9061 -1795 -6003],-78,-7809,7731
[-1465 7203 6664 -2513],5199,-1465,6664
[4526 1867 5101 -571 588 -8769 3280 9999 50 -5113 -9763 8898 3205 -5693 3831 666],1254,588,666
[136 9885 8919 4724 -1998 -924 6526 -5201 -5525 6005 -2943 8034 -2272 5436],-6449,-924,-5525
[1908 -6886 -4332 4035 5052 4989 -6507],-4599,1908,-6507
[-9204 9975 -616 -7767 -7987 6788],1988,9975,-7987
[-1711 -9043 6378 -1141 -1934 8995 -5597 -4152 3280 1048 -9010],-10184,-9043,-1141
[-4222 7745 -984 -1182 1079 1354 2679],6563,7745,-1182
[220 -7500 6676 -7547],6896,220,6676
[-1573 8668 -8586 -2090],6578,8668,-2090
[8408 7686 1417 -2747 1180 3879 -5245 8333 -5259 4101 -4133 -6515],-32,4101,-4133
[8740 -3743 -9797 -828 -2517],-12314,-9797,-2517
[5432 9227 -7069 -8773 8422 -5949 -9250 5653 -9669 -7077 -2149],-1424,5653,-7077
[5810 5489 -6071 -4114],-10185,-6071,-4114
[7426 -19 180 -4499],-4319,180,-4499
[-4546 -2222 -5716 9120 -2495 -7825 3869 6386 7064 5866 3096 3684 2947 5903 5901 -1023],-2620,-5716,3096
[-1211 5829 -7050 -2808 2073 -2383 1805 -15 7436 223 -7360],2028,1805,223
[9101 -85 -5298 -9226 -2465 1390 -1019 3839 4819 1400 -6200 8569],3803,9101,-5298
[-3147 -9482 3947 -9005 3757 6855 9110 783 -5739 -4157 -4738 6128 2862 9272 6917],-5535,-9482,3947
[9097 4879],13976,9097,4879
[3501 2572 -2106 8894 1852 -3226 -1664],188,1852,-1664
[7971 -9585 2248 -2466 5089 -7288 230 -5728 5912 3299 4922 -2322 4378 806 -7970 4815],833,-2466,3299
[-815 -9545 -2249 719 6509 3904 5149],4260,-2249,6509
[304 -5126],-4822,304,-5126
[-9586 6603 1419 -2508 -9308 -3588 -5012 630 8530 6780 7764],15133,6603,8530
[-7140 -1794 3401],1607,-1794,3401
[-2825 -9991 9554 -3169 -618 2336 -3552 4567 -9288 6663 9134 9689 1766 5262 8907 -123 2426],11320,9554,1766
[-4749 5663 7322 -247 3142 -6266],12985,5663,7322
[3888 -8050 -5498 -2872 -4484 3984 5902 5149 8407 -8923 6749 3253 1962 2980],-1610,3888,-5498
[6966 -1874 7065 -9237 -9972 419 8764 -3652 -4197 5978 7364],13342,5978,7364
[1582 -6823 -2732 8058 -2569 -4991 4158 3129 -5470],3067,8058,-4991
[7129 6201 8493 -9001 3418 -8198 -3847 -8491 3181 -8498 -8230 7561 5297 -1030 1428 1838 3716 2136 -9349 4788],-4775,-8491,3716

1 input1 input2 output1 output2
2 [5 7] 12 5 7
3 [2500 6352] 8852 2500 6352
4 [-14 5] -9 -14 5
5 [40 -19] 21 40 -19
6 [-4 4] 0 -4 4
7 [-5 -20] -25 -5 -20
8 [-7831 -3001] -10832 -7831 -3001
9 [10000 -10000] 0 10000 -10000
10 [8310 -8320] -10 8310 -8320
11 [0 1234] 1234 0 1234
12 [1 3 5] 4 1 3
13 [1 3 5] 6 1 5
14 [1 3 5] 8 3 5
15 [-1 0 1] 0 -1 1
16 [-1 0 1] 1 0 1
17 [-1 0 1] -1 -1 0
18 [14 -35 78] -21 14 -35
19 [14 -35 78] 92 14 78
20 [14 -35 78] 43 -35 78
21 [9492 -3791 -7317] 5701 9492 -3791
22 [9492 -3791 -7317] 2175 9492 -7317
23 [9492 -3791 -7317] -11108 -3791 -7317
24 [237 410 -777] 647 237 410
25 [237 410 -777] -540 237 -777
26 [237 410 -777] -367 410 -777
27 [-9610 -809 -6350 -2662 6100 1501 -1222 -4644 9328 4027 9531 -2140] [9774 1485 7589 1822 3142 51 4351 -3086 9326 7452 1773 9004 -809 1395 2170 -3280 -9774] 1361 -2662 -809 2170
28 [4026 -8127 5498 2578] [-3731 -4726 5242] 516 4026 -4726 5242
29 [-4874 5991 -484 -723] [4003 -5732 -3550 -7259 8207 5733 8864 -1862 -5687 2238 4102 5408 -4657 1079 6336 -7790 -1028 -3269] 46 5991 5733 -5687
30 [-915 -7825 -2149 9718 -9179 -3388 4168 9458] [9807 -6079 -5242 452] -5627 -2149 -6079 452
31 [4508 -31] [3344 -7943 -4702 5567 5702] -2241 4508 -7943 5702
32 [-9045 -7216 688 -4209 8297 7989 5774 7367 364 -7341 -6667 -2069 -9175 917 -5320 198] [-8297 8716 3037 -5144 6702] -5260 7989 -8297 3037
33 [-4644 5610 8479 -9420] [4808 -8180] -3372 -4644 4808 -8180
34 [-7913 7320 -691] [8459 3793 4209 -851 -6288 2112 9824 -9210 -3344 8426 3709 -9655 -3625 4068] -12554 -7913 -9210 -3344
35 [2397 -789 -2014 614] [8545 -6417 -5932 -1417 2571 7726 -6120 -5337 1109 -8567] -3549 2397 2571 -6120
36 [-4751 -497 4254 -7169 -1016 7330 8877 40 -921 7919 -6468 -405 -5623 8894] [8158 -6695 -7976 -8751 -1017 -2538 2630 5044 -3372 8479 7808 -9027 -5012 -3719 9492 -7831 694 6266 -1923 9660] -1844 -921 -2538 694
37 [6012 1992 -9015 -2407 7448] [-94 -1999 -970 -8537 7420 -5908 180 4791 8640 8789 -9514 8161 5402 -7451 -9458 -7253 -7359 7122 -7194 9099] -359 1992 -9458 9099
38 [-9757 -4977 3334 -5033 8464 5034 7771 -7062 3978 -8205] [-1175 -4489 2339 -7242 -5801 -2555 5166 5054 -2417 102 -3651 1238 2770 9207 2335 -1825 -8289 9466 8822] 3341 8464 5166 -1825
39 [6152 -7097 -1137 -9389 5738 -4462 -8498 4097 -722 -7377 -7229 -6141 2732] [8876 -9415 -9010 -1337 -9372 5515 -2193 -8821 -9553 8966] -18925 6152 -9372 -9553
40 [-7425 3975 5769 5838] [7872 4359 -8158 659 -682] -3799 -7425 4359 -8158
41 [-5803 -1545] [3212 5436 3606 2058 -533 6496] 8648 -5803 3212 5436
42 [-5605 -1860 -5628 8104 -1162 -9771 -2302 9111 -9305 -8091 5417 6311 8212 6688] [-7453 6664 1850 -5944 7402 7335 4607 -3538 2952 3198 8608 2513 -2657 9054 -3796 -9379 54] 9848 -5628 7335 2513
43 [-824 3046 -4623 -8373 -2257 -5708 6181 -4876 7334 6647] [-4603 115 1894 9712 7610 7872 -2439 7143] 9766 -5708 1894 7872
44 [-6308 9039 2383 6542 -5353 1950] [-9265 8367 -8846 -9711 -2972 5785 7810 327 -7206] 8694 -6308 8367 327
45 [1228 -5536 8920] [6382 -291 5572 2635 -186] 11954 -5536 6382 5572
46 [9772 2946 -313 5263 -7483 -7278 9862 -7593 -5534 9535 -5236 716 4472 7620 -8844 127] [-1606 8048 167 -1104 9916 3297] 10083 -313 167 9916
47 [2031 3297 5462 954 4617 -8925 9228 1397 9829 -670 -4309 -5958 3585 -5784 -431 454 9459 -4764 5046] [6453 3579 2391 3318 6776 6621] 10355 9228 3579 6776
48 [-9592 9953 7513 -4039] [8334 -7569 -9679 -4222] 4112 -9592 8334 -4222
49 [6195 5873 -9382 -3903 -2580] [7765 -6452] 1313 6195 7765 -6452
50 [-5741 -4476 7682 -3618 -2169 9211] [4055 -6151 -8119 4212] -2096 -3618 4055 -6151
51 [-2665 -1169 -6306] [9351 2202 -897 -1870 -3930 -8562 6336 -5152 -5322 -9376 -3697 -7563 9768] -7627 -1169 -3930 -3697
52 [-6794 6723 8687 2328 -5122 -234 5274 -577 -8500] [366 2395 -1677 -32 -7192 -5741 -9488 -5833 4751 5881 3684 -3249 -5715 8779 -5747 8324] -4797 6723 2395 -7192
53 [9610 705 -5974 607 -2940 5184 3817 -567 -3101] [-50 -8274 6921 752 -5715] -13989 607 -8274 -5715
54 [-6233 -7105 -6203 -2372 8272 -4730 3383 1926 3947 6760 8697 1646 7615 -3373 -374 4928 2523 -2976] [185 -8935 2512 -5360 27 3852 -6445 9937 1051 -8312 8663 2035 3911 -8214] 6364 -7105 2512 3852
55 [4638 2054 425 -1992 -5772 -9022 4819 5862 -7140 4769 -9781 -2445 -2529 -5365 1220 6142] [-1862 -3506 -2384 -2260 5832 -785 514 7979 9808 151 -3528 3064 -8850] -8336 2054 514 -8850
56 [2033 8530 9178 -950 8079] [2820 166 -5348 3853 -5010] -1157 9178 3853 -5010
57 [7379 -4326 -5541 -9300 1135 3598 3571] [-4152 -6590 -8468 3818 -7565 9549] -4650 -4326 -8468 3818
58 [-3315 4282 1649 3967 -8480 9255 283 -9685 6375 2877 2445 -1308 -1537 3255 1954 3175] [2994 -8589 -6491 1874 4078 9199 -4225 -9210 9066 -3866 5391 -8152 -7227 7063 -8530 -6942 2457 4878] 6752 -9685 1874 4878
59 [-3701 -3810 6345 2472 4350 8058 -9830 -2574 -1015 -5850 3446 5561 770 -1998] [6137 -739 -3354 9182 9174] 5398 -3810 6137 -739
60 [2415 -2469 -6274 -6447 5091 7834 -6414 -183 -5690 -9399 -3283 -3047] [-7706 5333 -2673 3835 -1447] -2373 -6447 -7706 5333
61 [-475 9461 -3030 1871 -571 -7718 1830 2340 -3689 2893 731 3253 5098] [1515 -7859 -3068 9938] 11453 -3689 1515 9938
62 [5643 -857 -6427 -9988 4767 4357 -3466 4105 -165 9207 4757 -8848] [3511 6839 -484 -9120 7099 5526 4777 419 -9211 1498 8594 6092 -2345 6572 7527 -5235] -7580 -9988 -2345 -5235
63 [3146 9687 1274 1890 -1724 5936 8662 -9690 -8290 -8397 5010 2963 -3151 1030 9596 -1478 1018 -9837 7800 -1710] [2070 -7289 5717 9677 -3873] 7787 -1724 2070 5717
64 [9997 -2400 5286 -3730 -4587 4122 4819 -3448 -731 -382 7142 -48 4469 9060 -6462 -3651 4218] [3092 -1316 666 2286] 970 -731 -1316 2286
65 [2427 -4047 -9303 7367 9467 -4616 3563 1656 1120 -7476 -1878 1474 458 -4709 5471 1671] [8679 4630 -6522 8353 7242] 15595 -1878 8353 7242
66 [966 -3629 8429 425 -3008 -1463 -1202 1439 2211 -6998 4502 -9574 -3441 -323 9416 -4679 6391 4624 -6686 1006] [-3659 -2809 6126 -638 -1796 -5387 -3585 -2312 9358 -5484 -6125 3301 -1848 -3463 7802 775 8315 7068 9174] 5488 4502 6126 -638
67 [-62 7154 -6099 -1850] [8424 2156 9182 1935 7290 3130 9954 -774 -6207] 9446 -62 2156 7290
68 [8691 567 2128 9847] [9760 -7951 -4530 -7790 8845 3105 7048 -9135 -1886 -5286 -8343 -959 3342 -7599] 5230 2128 9760 -4530
69 [3619 -1299 -3516 1109 -1385] [682 7924 3954] 4636 -3516 682 3954
70 [-518 -2007 -1748 4530 7232] [-6567 2672 4276 6792 2705] 9464 -518 2672 6792
71 [5137 -5233 -2788 3429] [8440 -206 -7169] 1271 -5233 8440 -7169
72 [7874 4816] [-3605 -9101 4616 -2003 -9132 5834 -6089 9277 1042] -5608 7874 -3605 -2003
73 [9373 -4715 1569 -1160 -4040] [9513 -2874 -6488 -3437 -5740 -5146 -1649 -6739] -8388 1569 -1649 -6739
74 [9169 3810 4738 -8899 6214] [-1347 -6547 81 5392 5735 396 -1611 122 6066 885 4851 -429 3704 692 3719 1199] 4604 9169 885 3719
75 [-6223 -400 4553 -2837] [-5697 9643 1641 7482 -2273 6393] 9123 -400 1641 7482
76 [-4867 9065 4400 -1856] [-5936 -6572 -2051 6239 876] -333 4400 -6572 6239
77 [5113 8255 -6110 3703 -3519 2383 9709] [-8728 -4025] -12753 5113 -8728 -4025
78 [3506 5065] [5212 4424 7871 -8423] 13083 3506 5212 7871
79 [-5518 5785 -9850 5013 -2633 1006 -8350 -4118 3586 -8016 7956 9054 2490 7355 9056 5503 7357] [-3769 -862] -4631 5013 -3769 -862
80 [6716 7554 4453 1942 6356 -8363 -5686 -1340 1381 7673 -3774] [2327 3529 2033] 5562 4453 3529 2033
81 [-7228 -389 -8509 8669 2625 6688 -3876 -4576 918 2987 7710 -882 4405] [5946 4580 -2262 8099 4571 4925 1693 -3066 4073 -336 -5413] 1357 8669 1693 -336
82 [-6691 -325 -7612 -2135 -4083 -4182 -6615 -441 -3540 -1507 -1264 -4757 -7055 -5094 -7021 9883 -9628 -9777] [-1971 9392 -6451 -8454] 938 -4182 9392 -8454
83 [-6571 4434 4845 -8471 -7633 -284 6535 -9891 1908 9856 -2782 -6567 -5549 -6310 -5041 -7661 -9461 -8520] [6903 2791 -2805 5068 -7323 9783 -2934 -9111 -3570 -4624 6062 -8415] -3347 4845 5068 -8415
84 [2421 2136 7355 -503 -384] [620 -296 -3655 -760] -3951 2421 -296 -3655
85 [4380 928 -939 -3795 3502] [607 -1346 -814 8730 9693] 10300 4380 607 9693
86 [-6240 2670 4491 -9499] [-1964 -1817 -7170] -8987 -6240 -1817 -7170
87 [-6488 -4525 1691 -1226 6043 -7610 2443 967 11 3893 669 -1750 -6601 -1702] [4903 5213 -2497 -7130 5574 3030 -3522] 8243 -4525 5213 3030
88 [8758 4177 -2704 -8417] [-9613 5310 -1288 9713] 15023 8758 5310 9713
89 [-1637 -2290 2178 9763 -8521 -319 -7698 9580 5701 -1898 -2219 8630 -7617 -7851 -5650 4869 -2679 -3443 310] [3592 603 7675 8849 -4696 2061 -8832 6956 -9855 -2860] 2979 2178 7675 -4696
90 [8982 -3733 -71 1720 -9191 -8628 7935 -2714 4292] [2574 4583 -9640 -6495 -7835 -673 -4295 8630 1892 -6181 4887] -12676 8982 -6495 -6181
91 [3689 -9200 -1130 -5901 2903 -1917 5288 2653 -3034 281] [1590 4928 300 -2861 -8636 -6612 6704 766 -1417 -8562 -9340 -372 4712 6746 4816 -4219 2750 2591] 7470 3689 6704 766
92 [8275 8140 -3767 -1868 -3214 1536 2336 -2422 8008 -3176 -9737 968 2299 4862 -536] [7136 6982 -3650 7061 -3552 -2237 -7984 7613 -1142 2219] 4745 8275 6982 -2237
93 [3885 5942 7586 -97 -2362 -3609 -555 3709 351 -7465 -7544 -1413 2371 653 4665 7553 3943] [-612 -9028] -9640 3709 -612 -9028
94 [126 2812 -4214 -654 4262 1023 6546 -9765] [4677 1845 -6376 -3025 4773 -5811 3763 4196 -2990 -8681 -9124 6412 -6478 8275 9722 -8514 8264 6693] -1988 2812 -8681 6693
95 [8637 -5687 3376 5977] [-8552 662 5394 1957 -2370 2113 -5070 3719 7986 -428 -9362 -617] -7249 3376 2113 -9362
96 [-8839 -7455 3042 264 -1633 6828 3530 8285 5407 -6004 -7639] [-2027 -7196 -3780 6065] -10976 -1633 -7196 -3780
97 [-5015 9579 -6723 6561 216 -6588 -6923 9142 -9883 -5177 3704 6548 854 1925 2125 3765 6132 3004 8247] [2914 -3786 323 -9770] -6856 -5015 2914 -9770
98 [-4193 946 9428 9950] [8967 -8531 -2507 79 -6279 -3143 -1319 8587 1275 -8558 2473 -9680 -1661 3564 -3607 4171 -7555 -2426 -9413 -7550] 5444 9428 -3143 8587
99 [-3421 6729 -2240 302 -6575 4524 -2595 715 2834 -6209 -1750 4741 1285 -7929 9173 -863 -5982 1996 6822] [-3765 6400 -4244 -7931 -6130] -14061 4524 -7931 -6130
100 [4923 2794 -17 7795 -2121 -7696 -807] [-1571 6292 4503 1827 -5068 923 -2771 -3824] -8892 2794 -5068 -3824
101 [4536 -1986 -9644 -981 7864] [-3577 8203 714 -1849 1083 -1313 -9629 2347 6431 -417 3565] -1426 -1986 8203 -9629
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2002
picked/gcd-test.csv
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402
picked/gcd-train.csv
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@ -1,201 +1,201 @@
input1,output1
1,1
4,4
54,6
4200,168
820000,2050
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383969,388769,1
361385,947494,1
838253,376119,1
130711,625764,1
981718,554062,2
933826,236433,1
943613,38309,1
486178,423844,2
806106,320272,2
22965,304562,1
728290,653066,2
298676,632059,1
392281,350916,1
795110,123708,2
491038,716672,2
772454,446175,1
160754,664622,2
975690,147281,1
184476,98589,3
388622,771778,2
708641,54476,1
152374,426627,1
765123,188536,1
808621,713070,19
393999,664219,1
501701,408318,1
879170,857329,1
427950,194815,5
321844,159734,2
106621,386012,1
163395,923387,1
499410,739931,1
946943,28935,1
142530,788546,2
816236,208798,2
606988,939666,2
230869,384853,1
4502,413594,2
369327,801228,3
386917,304400,1
585918,747701,1
651394,190131,1
346603,332114,1
794080,657427,1
946370,269690,10
927576,408119,1
660402,92435,19
774600,586059,3
347812,649989,1
117844,509704,4
532788,303174,6
134784,673147,1
434721,718161,3
583196,347128,4
639215,823155,5
386372,68110,14
200474,343134,2
6769,784376,1
985870,116485,5
225732,704022,6
565721,523940,1
45103,479455,1
281244,641370,6
112958,158268,2
803566,308837,1
562026,19170,6
440790,532678,2
686467,142333,1
805547,788109,1
488902,751098,2
206582,550784,2
183217,663079,1
831101,961997,1
419520,94186,2
876504,599647,1
390911,992292,1
783492,209755,1
240569,410318,1
939246,68705,7
940311,699565,1
540388,131282,2
618579,59623,1
668558,903471,1
870531,697957,1
478809,560058,3
130867,664069,1
747724,730200,4
374519,733733,1
775430,556244,2
129771,58137,3
880107,929160,3
288378,700339,1
739189,173420,1
326232,222803,1
478124,896146,2
170864,925992,8
433536,517530,6
204079,364792,1
931333,572142,1
276175,338019,1
118196,502239,1
40028,499600,4
212968,121510,2
898536,988240,8
706291,936398,1
666366,179198,2
548635,572069,1
110165,298454,1
393045,916762,1
758773,374548,1
121598,175682,2
947846,92314,2
883048,381159,1
131377,88176,1
281109,228437,1
652609,323672,1
451434,943588,2
59223,793437,3
380214,109864,2
316261,402189,1
84319,353140,1
911679,368812,1
283542,465425,1
135842,962045,7
163094,882781,1
25577,81791,1
857762,78096,2
72874,277811,1
5078,858941,1
973572,239045,1

1 input1 input2 output1
2 1 1 1
3 4 400000 4
4 54 24 6
5 4200 3528 168
6 820000 63550 2050
7 123456 654321 3
8 374500 992047 747597 5 1
9 533454 51050 191494 1 2
10 460490 821550 99221 2 1
11 704193 982220 597242 1 2
12 685218 733493 737553 2 1
13 996468 730247 30831 4 1
14 114081 487099 958986 1
15 995690 340603 874139 5 1
16 705369 149219 298766 1
17 105307 811373 12121 1
18 534654 302117 671711 2 1
19 770148 163046 524482 9 2
20 122559 40916 145393 1
21 383795 141480 110608 1 8
22 783344 905075 736655 4 5
23 500111 968848 7916 1 4
24 788262 228677 351598 6 1
25 38927 904786 280286 1 2
26 289689 719573 251953 1
27 26250 72546 411648 1 6
28 782132 160569 402477 1 57
29 255110 215600 649475 2 25
30 207646 984694 397527 2 1
31 707771 936474 349336 1 2
32 896224 396666 169636 1 2
33 309873 86458 185521 1
34 847670 375144 515474 2
35 37059 740249 267572 3 1
36 183694 177793 635882 1
37 800673 79930 142486 1 2
38 735736 795709 21153 1
39 406473 709863 61782 3 21
40 609469 922226 226277 1
41 594220 561426 976040 1 2
42 361648 662599 99207 112 1
43 144052 540593 80922 2 1
44 560743 977026 232618 1 2
45 937848 269600 676519 24 1
46 408463 616534 173891 71 1
47 680871 307611 73529 1
48 917582 732967 403758 1
49 465513 44827 381603 3 1
50 43352 497040 164630 2 10
51 274404 660807 308204 1
52 577145 794771 678219 1
53 775965 45305 603573 1
54 444623 926977 216599 1
55 658508 505104 168712 1 8
56 660775 515581 14521 1
57 317812 231706 485982 11 2
58 981124 791872 303034 2
59 556479 234292 569540 1 4
60 978651 571365 422333 3 1
61 415101 995391 829088 1
62 656088 630603 887901 2 3
63 396811 973036 195013 53 1
64 685138 812260 45034 2
65 64709 947602 588950 1 2
66 322040 435612 505755 1 3
67 465082 321308 977451 19 167
68 31699 972204 229274 1 2
69 972267 917744 552407 1
70 547364 903686 638815 2 1
71 776332 305391 243302 4 1
72 208508 383969 388769 2 1
73 575607 361385 947494 1
74 292417 838253 376119 1
75 351267 130711 625764 1
76 985557 981718 554062 1 2
77 168194 933826 236433 1
78 189297 943613 38309 3 1
79 114640 486178 423844 80 2
80 641069 806106 320272 1 2
81 28287 22965 304562 1
82 959372 728290 653066 1 2
83 181623 298676 632059 1
84 770767 392281 350916 1
85 178785 795110 123708 15 2
86 873465 491038 716672 3 2
87 597244 772454 446175 1
88 704809 160754 664622 1 2
89 681373 975690 147281 1
90 815484 184476 98589 4 3
91 248180 388622 771778 2
92 420558 708641 54476 1
93 456519 152374 426627 1
94 724445 765123 188536 1
95 678898 808621 713070 2 19
96 819028 393999 664219 14 1
97 758324 501701 408318 1
98 226976 879170 857329 1
99 188402 427950 194815 2 5
100 210479 321844 159734 1 2
101 310803 106621 386012 1
102 707911 163395 923387 1
103 160366 499410 739931 1
104 226358 946943 28935 1
105 475312 142530 788546 2
106 283935 816236 208798 3 2
107 369443 606988 939666 1 2
108 912026 230869 384853 1
109 30428 4502 413594 1 2
110 353544 369327 801228 24 3
111 49835 386917 304400 1
112 763084 585918 747701 1
113 147073 651394 190131 1
114 942776 346603 332114 1
115 601241 794080 657427 1
116 850523 946370 269690 73 10
117 314950 927576 408119 2 1
118 121836 660402 92435 1 19
119 802578 774600 586059 2 3
120 475735 347812 649989 5 1
121 338738 117844 509704 1 4
122 818409 532788 303174 23 6
123 841495 134784 673147 1
124 249927 434721 718161 1 3
125 45584 583196 347128 1 4
126 912092 639215 823155 4 5
127 686621 386372 68110 1 14
128 343164 200474 343134 3 2
129 977046 6769 784376 2 1
130 836150 985870 116485 14 5
131 256349 225732 704022 1 6
132 529349 565721 523940 1
133 195486 45103 479455 2 1
134 942326 281244 641370 1 6
135 824144 112958 158268 2
136 399138 803566 308837 2 1
137 22580 562026 19170 5 6
138 95574 440790 532678 2
139 898957 686467 142333 1
140 798299 805547 788109 1
141 509820 488902 751098 3 2
142 61120 206582 550784 382 2
143 565751 183217 663079 1
144 470066 831101 961997 2 1
145 465835 419520 94186 1 2
146 735347 876504 599647 1
147 349241 390911 992292 1
148 970430 783492 209755 2 1
149 99560 240569 410318 5 1
150 512500 939246 68705 1 7
151 7752 940311 699565 1
152 519640 540388 131282 1 2
153 12190 618579 59623 1
154 709075 668558 903471 1
155 231653 870531 697957 1
156 97430 478809 560058 1 3
157 114047 130867 664069 1
158 223273 747724 730200 1 4
159 694791 374519 733733 27 1
160 75287 775430 556244 1 2
161 628672 129771 58137 32 3
162 860408 880107 929160 1 3
163 158201 288378 700339 1
164 787279 739189 173420 1
165 55573 326232 222803 1
166 664699 478124 896146 1 2
167 887139 170864 925992 1 8
168 312695 433536 517530 1 6
169 725068 204079 364792 1
170 742932 931333 572142 6 1
171 828513 276175 338019 7 1
172 634616 118196 502239 184 1
173 399632 40028 499600 1 4
174 963894 212968 121510 2
175 639858 898536 988240 2 8
176 781452 706291 936398 1
177 321466 666366 179198 2
178 667141 548635 572069 1
179 569208 110165 298454 3 1
180 682842 393045 916762 2 1
181 184723 758773 374548 1
182 737586 121598 175682 2
183 392012 947846 92314 1 2
184 377167 883048 381159 1
185 354451 131377 88176 1
186 582620 281109 228437 4 1
187 401924 652609 323672 1
188 276433 451434 943588 1 2
189 326997 59223 793437 297 3
190 89331 380214 109864 1 2
191 774632 316261 402189 1
192 465639 84319 353140 1
193 634122 911679 368812 1
194 679167 283542 465425 1
195 641730 135842 962045 6 7
196 335232 163094 882781 8 1
197 688598 25577 81791 2 1
198 88312 857762 78096 4 2
199 302185 72874 277811 1
200 856218 5078 858941 1
201 283167 973572 239045 1

1
picked/grade-test.csv
View File

@ -1,3 +1,4 @@
input1,input2,input3,input4,input5,output1
72,17,12,8,70,Student has a B grade.
98,93,79,11,18,Student has a D grade.
37,29,12,2,96,Student has a A grade.

1 72 input1 17 input2 12 input3 8 input4 70 input5 Student has a B grade. output1
1 input1 input2 input3 input4 input5 output1
2 72 72 17 17 12 12 8 8 70 70 Student has a B grade. Student has a B grade.
3 98 98 93 93 79 79 11 11 18 18 Student has a D grade. Student has a D grade.
4 37 37 29 29 12 12 2 2 96 96 Student has a A grade. Student has a A grade.

3
picked/scrabble-score-test.csv
View File

@ -1,4 +1,5 @@
Ptpo|Nr<-0~K|X6)y,27
input1, output1
Ptpo|Nr<-0~K|X6)y,27
"H6X?"":qX}Q(",40
\O&T_ag7+qtKE,22
*\{n\L,2

1 Ptpo|Nr<-0~K|X6)y input1 27 output1
2 Ptpo|Nr<-0~K|X6)y 27
3 H6X?":qX}Q( H6X?":qX}Q( 40 40
4 \O&T_ag7+qtKE \O&T_ag7+qtKE 22 22
5 *\{n\L *\{n\L 2 2

1
picked/small-or-large-test.csv
View File

@ -1,3 +1,4 @@
input1,output1
-4641,small
-4405,small
3568,large

1 -4641 input1 small output1
1 input1 output1
2 -4641 -4641 small small
3 -4405 -4405 small small
4 3568 3568 large large

38
src/propeller/problems/data_creation.cljc
View File

@ -11,13 +11,34 @@
(csv/write-csv writer
(doall cleaned-data)))))
(defn generate-data-gcd [train-or-test]
(let [train-and-test-data (psb2/fetch-examples "data" "gcd" 200 1000)
cleaned-data (cons (vector "input1" "input2" "output1") (map #(vector (:input1 %) (:input2 %) (:output1 %)) ((keyword train-or-test) train-and-test-data)))]
(prn cleaned-data)
(with-open [writer (io/writer (str "gcd-" train-or-test ".csv"))]
(csv/write-csv writer
(doall cleaned-data)))))
(defn generate-data-find-pair [train-or-test]
(let [train-and-test-data (psb2/fetch-examples "data" "find-pair" 200 1000)
cleaned-data (cons (vector "input1" "input2" "output1" "output2") (map #(vector (:input1 %) (:input2 %) (:output1 %) (:output2 %)) ((keyword train-or-test) train-and-test-data)))]
(prn cleaned-data)
(with-open [writer (io/writer (str "find-pair-" train-or-test ".csv"))]
(csv/write-csv writer
(doall cleaned-data)))))
(generate-data-find-pair "test")
(generate-data-find-pair "train")
(generate-data-gcd "test")
(generate-data-gcd "train")
(defn generate-data-for-problem [problem]
(map (partial generate-data problem) '["test" "train"]))
(defn generate-data-for-all-problems []
(map (partial generate-data-for-problem) '["fuel-cost"
"fizz-buzz"
"gcd"
(map (partial generate-data-for-problem) '["gcd"
"find-pair"]))
(generate-data-for-all-problems)
@ -58,4 +79,13 @@
"grade"
"count-odds"]))
(save-data-for-all-problems)
(defn read-data-that-has-no-strings [problem train-or-test]
(apply list (with-open [reader (io/reader (str "picked/" problem "-" train-or-test ".csv"))]
(let [csv-data (csv/read-csv reader)]
(mapv zipmap
(->> (first csv-data) ;; First row is the header
(map keyword) ;; Drop if you want string keys instead
repeat)
(map (fn [elem] (map #(read-string %) elem)) (rest csv-data)))))))
(read-data-that-has-no-strings "fuel-cost" "test")