Note
Go to the end to download the full example code
Burgers dataset¶
Dataset consisting of solutions to Burgers’ equation.
from __future__ import annotations
from gemseo import configure_logger
from gemseo import create_benchmark_dataset
from gemseo.post.dataset.curves import Curves
configure_logger()
<RootLogger root (INFO)>
Load Burgers’ dataset¶
We can easily load this dataset
by means of the high-level function create_benchmark_dataset():
dataset = create_benchmark_dataset("BurgersDataset")
dataset
| GROUP | inputs | outputs | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VARIABLE | t | u_t | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| COMPONENT | 0 | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | ... | 461 | 462 | 463 | 464 | 465 | 466 | 467 | 468 | 469 | 470 | 471 | 472 | 473 | 474 | 475 | 476 | 477 | 478 | 479 | 480 | 481 | 482 | 483 | 484 | 485 | 486 | 487 | 488 | 489 | 490 | 491 | 492 | 493 | 494 | 495 | 496 | 497 | 498 | 499 | 500 |
| 0 | 0.000000 | -8.610583e-43 | 0.012566 | 0.025133 | 0.037699 | 0.050265 | 0.062832 | 0.075398 | 0.087965 | 0.100531 | 0.113097 | 0.125664 | 0.138230 | 0.150796 | 0.163363 | 0.175929 | 0.188496 | 0.201062 | 0.213628 | 0.226195 | 0.238761 | 0.251327 | 0.263894 | 0.276460 | 0.289027 | 0.301593 | 0.314159 | 0.326726 | 0.339292 | 0.351858 | 0.364425 | 0.376991 | 0.389557 | 0.402124 | 0.414690 | 0.427257 | 0.439823 | 0.452389 | 0.464956 | 0.477522 | ... | -0.490088 | -0.477522 | -0.464956 | -0.452389 | -0.439823 | -0.427257 | -0.414690 | -0.402124 | -0.389557 | -0.376991 | -0.364425 | -0.351858 | -0.339292 | -0.326726 | -0.314159 | -0.301593 | -0.289027 | -0.276460 | -0.263894 | -0.251327 | -0.238761 | -0.226195 | -0.213628 | -0.201062 | -0.188496 | -0.175929 | -0.163363 | -0.150796 | -0.138230 | -0.125664 | -0.113097 | -0.100531 | -0.087965 | -0.075398 | -0.062832 | -0.050265 | -0.037699 | -0.025133 | -0.012566 | 8.610583e-43 |
| 1 | 0.068966 | -2.580645e-01 | -0.246309 | -0.234553 | -0.222798 | -0.211042 | -0.199286 | -0.187531 | -0.175775 | -0.164019 | -0.152264 | -0.140508 | -0.128753 | -0.116997 | -0.105241 | -0.093486 | -0.081730 | -0.069974 | -0.058219 | -0.046463 | -0.034707 | -0.022952 | -0.011196 | 0.000559 | 0.012315 | 0.024071 | 0.035826 | 0.047582 | 0.059338 | 0.071093 | 0.082849 | 0.094605 | 0.106360 | 0.118116 | 0.129872 | 0.141627 | 0.153383 | 0.165138 | 0.176894 | 0.188650 | ... | -0.716534 | -0.704779 | -0.693023 | -0.681267 | -0.669512 | -0.657756 | -0.646001 | -0.634245 | -0.622489 | -0.610734 | -0.598978 | -0.587222 | -0.575467 | -0.563711 | -0.551955 | -0.540200 | -0.528444 | -0.516689 | -0.504933 | -0.493177 | -0.481422 | -0.469666 | -0.457910 | -0.446155 | -0.434399 | -0.422643 | -0.410888 | -0.399132 | -0.387377 | -0.375621 | -0.363865 | -0.352110 | -0.340354 | -0.328598 | -0.316843 | -0.305087 | -0.293331 | -0.281576 | -0.269820 | -2.580645e-01 |
| 2 | 0.137931 | -4.848485e-01 | -0.473805 | -0.462762 | -0.451719 | -0.440676 | -0.429633 | -0.418589 | -0.407546 | -0.396503 | -0.385460 | -0.374417 | -0.363374 | -0.352330 | -0.341287 | -0.330244 | -0.319201 | -0.308158 | -0.297115 | -0.286071 | -0.275028 | -0.263985 | -0.252942 | -0.241899 | -0.230855 | -0.219812 | -0.208769 | -0.197726 | -0.186683 | -0.175640 | -0.164596 | -0.153553 | -0.142510 | -0.131467 | -0.120424 | -0.109381 | -0.098337 | -0.087294 | -0.076251 | -0.065208 | ... | -0.915532 | -0.904489 | -0.893446 | -0.882403 | -0.871360 | -0.860316 | -0.849273 | -0.838230 | -0.827187 | -0.816144 | -0.805101 | -0.794057 | -0.783014 | -0.771971 | -0.760928 | -0.749885 | -0.738841 | -0.727798 | -0.716755 | -0.705712 | -0.694669 | -0.683626 | -0.672582 | -0.661539 | -0.650496 | -0.639453 | -0.628410 | -0.617367 | -0.606323 | -0.595280 | -0.584237 | -0.573194 | -0.562151 | -0.551108 | -0.540064 | -0.529021 | -0.517978 | -0.506935 | -0.495892 | -4.848485e-01 |
| 3 | 0.206897 | -6.857143e-01 | -0.675302 | -0.664890 | -0.654478 | -0.644066 | -0.633654 | -0.623241 | -0.612829 | -0.602417 | -0.592005 | -0.581593 | -0.571181 | -0.560769 | -0.550357 | -0.539944 | -0.529532 | -0.519120 | -0.508708 | -0.498296 | -0.487884 | -0.477472 | -0.467059 | -0.456647 | -0.446235 | -0.435823 | -0.425411 | -0.414999 | -0.404587 | -0.394174 | -0.383762 | -0.373350 | -0.362938 | -0.352526 | -0.342114 | -0.331702 | -0.321290 | -0.310877 | -0.300465 | -0.290053 | ... | -1.091788 | -1.081375 | -1.070963 | -1.060551 | -1.050139 | -1.039727 | -1.029315 | -1.018903 | -1.008490 | -0.998078 | -0.987666 | -0.977254 | -0.966842 | -0.956430 | -0.946018 | -0.935606 | -0.925193 | -0.914781 | -0.904369 | -0.893957 | -0.883545 | -0.873133 | -0.862721 | -0.852308 | -0.841896 | -0.831484 | -0.821072 | -0.810660 | -0.800248 | -0.789836 | -0.779424 | -0.769011 | -0.758599 | -0.748187 | -0.737775 | -0.727363 | -0.716951 | -0.706539 | -0.696126 | -6.857143e-01 |
| 4 | 0.275862 | -8.648649e-01 | -0.855016 | -0.845166 | -0.835317 | -0.825468 | -0.815618 | -0.805769 | -0.795920 | -0.786070 | -0.776221 | -0.766372 | -0.756522 | -0.746673 | -0.736824 | -0.726974 | -0.717125 | -0.707276 | -0.697426 | -0.687577 | -0.677728 | -0.667879 | -0.658029 | -0.648180 | -0.638331 | -0.628481 | -0.618632 | -0.608783 | -0.598933 | -0.589084 | -0.579235 | -0.569385 | -0.559536 | -0.549687 | -0.539837 | -0.529988 | -0.520139 | -0.510289 | -0.500440 | -0.490591 | ... | -1.248988 | -1.239139 | -1.229290 | -1.219440 | -1.209591 | -1.199742 | -1.189892 | -1.180043 | -1.170194 | -1.160344 | -1.150495 | -1.140646 | -1.130796 | -1.120947 | -1.111098 | -1.101248 | -1.091399 | -1.081550 | -1.071701 | -1.061851 | -1.052002 | -1.042153 | -1.032303 | -1.022454 | -1.012605 | -1.002755 | -0.992906 | -0.983057 | -0.973207 | -0.963358 | -0.953509 | -0.943659 | -0.933810 | -0.923961 | -0.914111 | -0.904262 | -0.894413 | -0.884563 | -0.874714 | -8.648649e-01 |
| 5 | 0.344828 | -1.025641e+00 | -1.016297 | -1.006953 | -0.997608 | -0.988264 | -0.978920 | -0.969576 | -0.960231 | -0.950887 | -0.941543 | -0.932199 | -0.922855 | -0.913510 | -0.904166 | -0.894822 | -0.885478 | -0.876133 | -0.866789 | -0.857445 | -0.848101 | -0.838757 | -0.829412 | -0.820068 | -0.810724 | -0.801380 | -0.792035 | -0.782691 | -0.773347 | -0.764003 | -0.754659 | -0.745314 | -0.735970 | -0.726626 | -0.717282 | -0.707937 | -0.698593 | -0.689249 | -0.679905 | -0.670561 | ... | -1.390066 | -1.380722 | -1.371377 | -1.362033 | -1.352689 | -1.343345 | -1.334000 | -1.324656 | -1.315312 | -1.305968 | -1.296624 | -1.287279 | -1.277935 | -1.268591 | -1.259247 | -1.249902 | -1.240558 | -1.231214 | -1.221870 | -1.212526 | -1.203181 | -1.193837 | -1.184493 | -1.175149 | -1.165804 | -1.156460 | -1.147116 | -1.137772 | -1.128427 | -1.119083 | -1.109739 | -1.100395 | -1.091051 | -1.081706 | -1.072362 | -1.063018 | -1.053674 | -1.044329 | -1.034985 | -1.025641e+00 |
| 6 | 0.413793 | -1.170732e+00 | -1.161843 | -1.152955 | -1.144066 | -1.135178 | -1.126290 | -1.117401 | -1.108513 | -1.099624 | -1.090736 | -1.081848 | -1.072959 | -1.064071 | -1.055182 | -1.046294 | -1.037406 | -1.028517 | -1.019629 | -1.010740 | -1.001852 | -0.992964 | -0.984075 | -0.975187 | -0.966298 | -0.957410 | -0.948521 | -0.939633 | -0.930745 | -0.921856 | -0.912968 | -0.904079 | -0.895191 | -0.886303 | -0.877414 | -0.868526 | -0.859637 | -0.850749 | -0.841861 | -0.832972 | ... | -1.517380 | -1.508491 | -1.499603 | -1.490714 | -1.481826 | -1.472938 | -1.464049 | -1.455161 | -1.446272 | -1.437384 | -1.428496 | -1.419607 | -1.410719 | -1.401830 | -1.392942 | -1.384054 | -1.375165 | -1.366277 | -1.357388 | -1.348500 | -1.339611 | -1.330723 | -1.321835 | -1.312946 | -1.304058 | -1.295169 | -1.286281 | -1.277393 | -1.268504 | -1.259616 | -1.250727 | -1.241839 | -1.232951 | -1.224062 | -1.215174 | -1.206285 | -1.197397 | -1.188509 | -1.179620 | -1.170732e+00 |
| 7 | 0.482759 | -1.302326e+00 | -1.293851 | -1.285376 | -1.276901 | -1.268426 | -1.259951 | -1.251476 | -1.243001 | -1.234526 | -1.226051 | -1.217576 | -1.209101 | -1.200626 | -1.192151 | -1.183676 | -1.175201 | -1.166726 | -1.158251 | -1.149776 | -1.141301 | -1.132826 | -1.124351 | -1.115876 | -1.107401 | -1.098926 | -1.090451 | -1.081976 | -1.073501 | -1.065026 | -1.056551 | -1.048076 | -1.039601 | -1.031126 | -1.022651 | -1.014176 | -1.005701 | -0.997226 | -0.988751 | -0.980276 | ... | -1.632849 | -1.624375 | -1.615900 | -1.607425 | -1.598950 | -1.590475 | -1.582000 | -1.573525 | -1.565050 | -1.556575 | -1.548100 | -1.539625 | -1.531150 | -1.522675 | -1.514200 | -1.505725 | -1.497250 | -1.488775 | -1.480300 | -1.471825 | -1.463350 | -1.454875 | -1.446400 | -1.437925 | -1.429450 | -1.420975 | -1.412501 | -1.404026 | -1.395551 | -1.387076 | -1.378601 | -1.370126 | -1.361651 | -1.353176 | -1.344701 | -1.336226 | -1.327751 | -1.319276 | -1.310801 | -1.302326e+00 |
| 8 | 0.551724 | -1.422222e+00 | -1.414124 | -1.406026 | -1.397927 | -1.389829 | -1.381731 | -1.373632 | -1.365534 | -1.357436 | -1.349337 | -1.341239 | -1.333141 | -1.325042 | -1.316944 | -1.308846 | -1.300747 | -1.292649 | -1.284551 | -1.276452 | -1.268354 | -1.260256 | -1.252157 | -1.244059 | -1.235961 | -1.227862 | -1.219764 | -1.211666 | -1.203567 | -1.195469 | -1.187371 | -1.179272 | -1.171174 | -1.163076 | -1.154977 | -1.146879 | -1.138781 | -1.130682 | -1.122584 | -1.114486 | ... | -1.737558 | -1.729572 | -1.721560 | -1.713529 | -1.705483 | -1.697426 | -1.689359 | -1.681285 | -1.673205 | -1.665122 | -1.657035 | -1.648945 | -1.640854 | -1.632760 | -1.624666 | -1.616571 | -1.608475 | -1.600379 | -1.592282 | -1.584185 | -1.576087 | -1.567990 | -1.559892 | -1.551794 | -1.543696 | -1.535598 | -1.527500 | -1.519402 | -1.511303 | -1.503205 | -1.495107 | -1.487009 | -1.478910 | -1.470812 | -1.462714 | -1.454615 | -1.446517 | -1.438419 | -1.430321 | -1.422222e+00 |
| 9 | 0.620690 | -1.531915e+00 | -1.524161 | -1.516407 | -1.508654 | -1.500900 | -1.493146 | -1.485393 | -1.477639 | -1.469885 | -1.462131 | -1.454378 | -1.446624 | -1.438870 | -1.431117 | -1.423363 | -1.415609 | -1.407855 | -1.400102 | -1.392348 | -1.384594 | -1.376841 | -1.369087 | -1.361333 | -1.353579 | -1.345826 | -1.338072 | -1.330318 | -1.322565 | -1.314811 | -1.307057 | -1.299303 | -1.291550 | -1.283796 | -1.276042 | -1.268288 | -1.260535 | -1.252781 | -1.245027 | -1.237274 | ... | -1.692498 | -1.714517 | -1.730433 | -1.741441 | -1.748523 | -1.752479 | -1.753954 | -1.753465 | -1.751424 | -1.748160 | -1.743933 | -1.738948 | -1.733367 | -1.727318 | -1.720902 | -1.714197 | -1.707266 | -1.700157 | -1.692909 | -1.685551 | -1.678108 | -1.670598 | -1.663036 | -1.655432 | -1.647795 | -1.640133 | -1.632452 | -1.624755 | -1.617045 | -1.609326 | -1.601600 | -1.593867 | -1.586130 | -1.578390 | -1.570646 | -1.562901 | -1.555153 | -1.547404 | -1.539655 | -1.531904e+00 |
| 10 | 0.689655 | -1.632653e+00 | -1.625216 | -1.617779 | -1.610341 | -1.602904 | -1.595467 | -1.588030 | -1.580592 | -1.573155 | -1.565718 | -1.558281 | -1.550843 | -1.543406 | -1.535969 | -1.528532 | -1.521094 | -1.513657 | -1.506220 | -1.498783 | -1.491346 | -1.483908 | -1.476471 | -1.469034 | -1.461597 | -1.454159 | -1.446722 | -1.439285 | -1.431848 | -1.424410 | -1.416973 | -1.409536 | -1.402099 | -1.394661 | -1.387224 | -1.379787 | -1.372350 | -1.364912 | -1.357475 | -1.350038 | ... | 1.349365 | 1.256553 | 1.145809 | 1.015982 | 0.866720 | 0.698755 | 0.514127 | 0.316255 | 0.109792 | -0.099734 | -0.306475 | -0.504876 | -0.690230 | -0.859055 | -1.009244 | -1.140005 | -1.251646 | -1.345286 | -1.422561 | -1.485365 | -1.535656 | -1.575319 | -1.606081 | -1.629477 | -1.646829 | -1.659259 | -1.667705 | -1.672941 | -1.675598 | -1.676191 | -1.675136 | -1.672767 | -1.669352 | -1.665105 | -1.660197 | -1.654765 | -1.648916 | -1.642738 | -1.636298 | -1.629650e+00 |
| 11 | 0.758621 | -1.725490e+00 | -1.718345 | -1.711199 | -1.704053 | -1.696908 | -1.689762 | -1.682617 | -1.675471 | -1.668326 | -1.661180 | -1.654034 | -1.646889 | -1.639743 | -1.632598 | -1.625452 | -1.618306 | -1.611161 | -1.604015 | -1.596870 | -1.589724 | -1.582579 | -1.575433 | -1.568287 | -1.561142 | -1.553996 | -1.546851 | -1.539705 | -1.532559 | -1.525414 | -1.518268 | -1.511123 | -1.503977 | -1.496832 | -1.489686 | -1.482540 | -1.475395 | -1.468249 | -1.461104 | -1.453958 | ... | 1.564810 | 1.570997 | 1.576944 | 1.582590 | 1.587860 | 1.592662 | 1.596877 | 1.600362 | 1.602936 | 1.604376 | 1.604406 | 1.602685 | 1.598796 | 1.592226 | 1.582353 | 1.568430 | 1.549560 | 1.524688 | 1.492588 | 1.451866 | 1.400981 | 1.338289 | 1.262123 | 1.170924 | 1.063407 | 0.938780 | 0.796975 | 0.638874 | 0.466454 | 0.282815 | 0.092040 | -0.101112 | -0.291654 | -0.474850 | -0.646657 | -0.804026 | -0.945034 | -1.068848 | -1.175574 | -1.266034e+00 |
| 12 | 0.827586 | -1.811321e+00 | -1.804445 | -1.797569 | -1.790693 | -1.783817 | -1.776941 | -1.770065 | -1.763189 | -1.756313 | -1.749437 | -1.742561 | -1.735685 | -1.728809 | -1.721934 | -1.715058 | -1.708182 | -1.701306 | -1.694430 | -1.687554 | -1.680678 | -1.673802 | -1.666926 | -1.660050 | -1.653174 | -1.646298 | -1.639422 | -1.632546 | -1.625670 | -1.618794 | -1.611919 | -1.605043 | -1.598167 | -1.591291 | -1.584415 | -1.577539 | -1.570663 | -1.563787 | -1.556911 | -1.550035 | ... | 1.358445 | 1.365311 | 1.372175 | 1.379035 | 1.385892 | 1.392745 | 1.399591 | 1.406430 | 1.413261 | 1.420081 | 1.426887 | 1.433676 | 1.440444 | 1.447187 | 1.453897 | 1.460567 | 1.467188 | 1.473747 | 1.480230 | 1.486618 | 1.492889 | 1.499015 | 1.504960 | 1.510681 | 1.516124 | 1.521224 | 1.525899 | 1.530046 | 1.533542 | 1.536232 | 1.537926 | 1.538393 | 1.537349 | 1.534445 | 1.529262 | 1.521290 | 1.509918 | 1.494420 | 1.473941 | 1.447486e+00 |
| 13 | 0.896552 | -1.890909e+00 | -1.884283 | -1.877657 | -1.871031 | -1.864405 | -1.857780 | -1.851154 | -1.844528 | -1.837902 | -1.831276 | -1.824650 | -1.818024 | -1.811398 | -1.804772 | -1.798146 | -1.791521 | -1.784895 | -1.778269 | -1.771643 | -1.765017 | -1.758391 | -1.751765 | -1.745139 | -1.738513 | -1.731887 | -1.725261 | -1.718636 | -1.712010 | -1.705384 | -1.698758 | -1.692132 | -1.685506 | -1.678880 | -1.672254 | -1.665628 | -1.659002 | -1.652377 | -1.645751 | -1.639125 | ... | 1.163632 | 1.170258 | 1.176884 | 1.183509 | 1.190135 | 1.196761 | 1.203386 | 1.210012 | 1.216637 | 1.223262 | 1.229887 | 1.236512 | 1.243136 | 1.249760 | 1.256384 | 1.263007 | 1.269630 | 1.276252 | 1.282873 | 1.289492 | 1.296111 | 1.302727 | 1.309342 | 1.315954 | 1.322562 | 1.329167 | 1.335766 | 1.342360 | 1.348946 | 1.355523 | 1.362088 | 1.368639 | 1.375173 | 1.381686 | 1.388173 | 1.394628 | 1.401043 | 1.407409 | 1.413715 | 1.419947e+00 |
| 14 | 0.965517 | -1.964912e+00 | -1.958519 | -1.952125 | -1.945732 | -1.939339 | -1.932945 | -1.926552 | -1.920158 | -1.913765 | -1.907372 | -1.900978 | -1.894585 | -1.888191 | -1.881798 | -1.875404 | -1.869011 | -1.862618 | -1.856224 | -1.849831 | -1.843437 | -1.837044 | -1.830651 | -1.824257 | -1.817864 | -1.811470 | -1.805077 | -1.798683 | -1.792290 | -1.785897 | -1.779503 | -1.773110 | -1.766716 | -1.760323 | -1.753930 | -1.747536 | -1.741143 | -1.734749 | -1.728356 | -1.721962 | ... | 0.982453 | 0.988846 | 0.995240 | 1.001633 | 1.008026 | 1.014420 | 1.020813 | 1.027207 | 1.033600 | 1.039993 | 1.046387 | 1.052780 | 1.059174 | 1.065567 | 1.071960 | 1.078354 | 1.084747 | 1.091140 | 1.097534 | 1.103927 | 1.110320 | 1.116714 | 1.123107 | 1.129500 | 1.135893 | 1.142286 | 1.148679 | 1.155072 | 1.161465 | 1.167858 | 1.174250 | 1.180642 | 1.187034 | 1.193426 | 1.199817 | 1.206208 | 1.212598 | 1.218988 | 1.225377 | 1.231764e+00 |
| 15 | 1.034483 | -2.033898e+00 | -2.027722 | -2.021545 | -2.015368 | -2.009192 | -2.003015 | -1.996838 | -1.990661 | -1.984485 | -1.978308 | -1.972131 | -1.965955 | -1.959778 | -1.953601 | -1.947425 | -1.941248 | -1.935071 | -1.928895 | -1.922718 | -1.916541 | -1.910364 | -1.904188 | -1.898011 | -1.891834 | -1.885658 | -1.879481 | -1.873304 | -1.867128 | -1.860951 | -1.854774 | -1.848598 | -1.842421 | -1.836244 | -1.830068 | -1.823891 | -1.817714 | -1.811537 | -1.805361 | -1.799184 | ... | 0.813556 | 0.819733 | 0.825909 | 0.832086 | 0.838263 | 0.844440 | 0.850616 | 0.856793 | 0.862970 | 0.869146 | 0.875323 | 0.881500 | 0.887676 | 0.893853 | 0.900030 | 0.906206 | 0.912383 | 0.918560 | 0.924737 | 0.930913 | 0.937090 | 0.943267 | 0.949443 | 0.955620 | 0.961797 | 0.967973 | 0.974150 | 0.980327 | 0.986503 | 0.992680 | 0.998857 | 1.005033 | 1.011210 | 1.017387 | 1.023563 | 1.029740 | 1.035917 | 1.042093 | 1.048270 | 1.054446e+00 |
| 16 | 1.103448 | -2.098361e+00 | -2.092386 | -2.086412 | -2.080438 | -2.074464 | -2.068490 | -2.062516 | -2.056541 | -2.050567 | -2.044593 | -2.038619 | -2.032645 | -2.026671 | -2.020696 | -2.014722 | -2.008748 | -2.002774 | -1.996800 | -1.990825 | -1.984851 | -1.978877 | -1.972903 | -1.966929 | -1.960955 | -1.954980 | -1.949006 | -1.943032 | -1.937058 | -1.931084 | -1.925110 | -1.919135 | -1.913161 | -1.907187 | -1.901213 | -1.895239 | -1.889264 | -1.883290 | -1.877316 | -1.871342 | ... | 0.655735 | 0.661709 | 0.667683 | 0.673657 | 0.679631 | 0.685605 | 0.691580 | 0.697554 | 0.703528 | 0.709502 | 0.715476 | 0.721451 | 0.727425 | 0.733399 | 0.739373 | 0.745347 | 0.751321 | 0.757296 | 0.763270 | 0.769244 | 0.775218 | 0.781192 | 0.787166 | 0.793141 | 0.799115 | 0.805089 | 0.811063 | 0.817037 | 0.823012 | 0.828986 | 0.834960 | 0.840934 | 0.846908 | 0.852882 | 0.858857 | 0.864831 | 0.870805 | 0.876779 | 0.882753 | 8.887274e-01 |
| 17 | 1.172414 | -2.158730e+00 | -2.152946 | -2.147161 | -2.141377 | -2.135592 | -2.129808 | -2.124023 | -2.118239 | -2.112454 | -2.106669 | -2.100885 | -2.095100 | -2.089316 | -2.083531 | -2.077747 | -2.071962 | -2.066178 | -2.060393 | -2.054609 | -2.048824 | -2.043040 | -2.037255 | -2.031471 | -2.025686 | -2.019902 | -2.014117 | -2.008333 | -2.002548 | -1.996764 | -1.990979 | -1.985195 | -1.979410 | -1.973626 | -1.967841 | -1.962056 | -1.956272 | -1.950487 | -1.944703 | -1.938918 | ... | 0.507933 | 0.513718 | 0.519503 | 0.525287 | 0.531072 | 0.536856 | 0.542641 | 0.548425 | 0.554210 | 0.559994 | 0.565779 | 0.571563 | 0.577348 | 0.583132 | 0.588917 | 0.594701 | 0.600486 | 0.606270 | 0.612055 | 0.617839 | 0.623624 | 0.629408 | 0.635193 | 0.640977 | 0.646762 | 0.652546 | 0.658331 | 0.664116 | 0.669900 | 0.675685 | 0.681469 | 0.687254 | 0.693038 | 0.698823 | 0.704607 | 0.710392 | 0.716176 | 0.721961 | 0.727745 | 7.335297e-01 |
| 18 | 1.241379 | -2.215385e+00 | -2.209778 | -2.204172 | -2.198565 | -2.192958 | -2.187352 | -2.181745 | -2.176139 | -2.170532 | -2.164926 | -2.159319 | -2.153713 | -2.148106 | -2.142500 | -2.136893 | -2.131287 | -2.125680 | -2.120074 | -2.114467 | -2.108860 | -2.103254 | -2.097647 | -2.092041 | -2.086434 | -2.080828 | -2.075221 | -2.069615 | -2.064008 | -2.058402 | -2.052795 | -2.047189 | -2.041582 | -2.035976 | -2.030369 | -2.024762 | -2.019156 | -2.013549 | -2.007943 | -2.002336 | ... | 0.369228 | 0.374834 | 0.380441 | 0.386047 | 0.391654 | 0.397260 | 0.402867 | 0.408474 | 0.414080 | 0.419687 | 0.425293 | 0.430900 | 0.436506 | 0.442113 | 0.447719 | 0.453326 | 0.458932 | 0.464539 | 0.470145 | 0.475752 | 0.481359 | 0.486965 | 0.492572 | 0.498178 | 0.503785 | 0.509391 | 0.514998 | 0.520604 | 0.526211 | 0.531817 | 0.537424 | 0.543030 | 0.548637 | 0.554243 | 0.559850 | 0.565457 | 0.571063 | 0.576670 | 0.582276 | 5.878827e-01 |
| 19 | 1.310345 | -2.268657e+00 | -2.263218 | -2.257778 | -2.252339 | -2.246900 | -2.241461 | -2.236022 | -2.230582 | -2.225143 | -2.219704 | -2.214265 | -2.208826 | -2.203387 | -2.197947 | -2.192508 | -2.187069 | -2.181630 | -2.176191 | -2.170752 | -2.165312 | -2.159873 | -2.154434 | -2.148995 | -2.143556 | -2.138117 | -2.132677 | -2.127238 | -2.121799 | -2.116360 | -2.110921 | -2.105481 | -2.100042 | -2.094603 | -2.089164 | -2.083725 | -2.078286 | -2.072846 | -2.067407 | -2.061968 | ... | 0.238803 | 0.244242 | 0.249681 | 0.255121 | 0.260560 | 0.265999 | 0.271438 | 0.276877 | 0.282317 | 0.287756 | 0.293195 | 0.298634 | 0.304073 | 0.309512 | 0.314952 | 0.320391 | 0.325830 | 0.331269 | 0.336708 | 0.342147 | 0.347587 | 0.353026 | 0.358465 | 0.363904 | 0.369343 | 0.374782 | 0.380222 | 0.385661 | 0.391100 | 0.396539 | 0.401978 | 0.407418 | 0.412857 | 0.418296 | 0.423735 | 0.429174 | 0.434613 | 0.440053 | 0.445492 | 4.509310e-01 |
| 20 | 1.379310 | -2.318841e+00 | -2.313559 | -2.308278 | -2.302996 | -2.297715 | -2.292433 | -2.287151 | -2.281870 | -2.276588 | -2.271307 | -2.266025 | -2.260744 | -2.255462 | -2.250181 | -2.244899 | -2.239618 | -2.234336 | -2.229055 | -2.223773 | -2.218492 | -2.213210 | -2.207929 | -2.202647 | -2.197366 | -2.192084 | -2.186803 | -2.181521 | -2.176240 | -2.170958 | -2.165677 | -2.160395 | -2.155114 | -2.149832 | -2.144550 | -2.139269 | -2.133987 | -2.128706 | -2.123424 | -2.118143 | ... | 0.115939 | 0.121221 | 0.126502 | 0.131784 | 0.137065 | 0.142347 | 0.147628 | 0.152910 | 0.158191 | 0.163473 | 0.168754 | 0.174036 | 0.179317 | 0.184599 | 0.189881 | 0.195162 | 0.200444 | 0.205725 | 0.211007 | 0.216288 | 0.221570 | 0.226851 | 0.232133 | 0.237414 | 0.242696 | 0.247977 | 0.253259 | 0.258540 | 0.263822 | 0.269103 | 0.274385 | 0.279666 | 0.284948 | 0.290229 | 0.295511 | 0.300792 | 0.306074 | 0.311355 | 0.316637 | 3.219185e-01 |
| 21 | 1.448276 | -2.366197e+00 | -2.361064 | -2.355932 | -2.350799 | -2.345666 | -2.340533 | -2.335401 | -2.330268 | -2.325135 | -2.320002 | -2.314870 | -2.309737 | -2.304604 | -2.299472 | -2.294339 | -2.289206 | -2.284073 | -2.278941 | -2.273808 | -2.268675 | -2.263542 | -2.258410 | -2.253277 | -2.248144 | -2.243011 | -2.237879 | -2.232746 | -2.227613 | -2.222480 | -2.217348 | -2.212215 | -2.207082 | -2.201949 | -2.196817 | -2.191684 | -2.186551 | -2.181418 | -2.176286 | -2.171153 | ... | -0.000003 | 0.005130 | 0.010263 | 0.015396 | 0.020528 | 0.025661 | 0.030794 | 0.035927 | 0.041059 | 0.046192 | 0.051325 | 0.056457 | 0.061590 | 0.066723 | 0.071856 | 0.076988 | 0.082121 | 0.087254 | 0.092387 | 0.097519 | 0.102652 | 0.107785 | 0.112918 | 0.118050 | 0.123183 | 0.128316 | 0.133449 | 0.138581 | 0.143714 | 0.148847 | 0.153980 | 0.159112 | 0.164245 | 0.169378 | 0.174511 | 0.179643 | 0.184776 | 0.189909 | 0.195042 | 2.001743e-01 |
| 22 | 1.517241 | -2.410959e+00 | -2.405967 | -2.400975 | -2.395983 | -2.390990 | -2.385998 | -2.381006 | -2.376014 | -2.371022 | -2.366030 | -2.361038 | -2.356046 | -2.351053 | -2.346061 | -2.341069 | -2.336077 | -2.331085 | -2.326093 | -2.321101 | -2.316109 | -2.311117 | -2.306124 | -2.301132 | -2.296140 | -2.291148 | -2.286156 | -2.281164 | -2.276172 | -2.271180 | -2.266187 | -2.261195 | -2.256203 | -2.251211 | -2.246219 | -2.241227 | -2.236235 | -2.231243 | -2.226250 | -2.221258 | ... | -0.109592 | -0.104600 | -0.099607 | -0.094615 | -0.089623 | -0.084631 | -0.079639 | -0.074647 | -0.069655 | -0.064663 | -0.059670 | -0.054678 | -0.049686 | -0.044694 | -0.039702 | -0.034710 | -0.029718 | -0.024726 | -0.019734 | -0.014741 | -0.009749 | -0.004757 | 0.000235 | 0.005227 | 0.010219 | 0.015211 | 0.020203 | 0.025196 | 0.030188 | 0.035180 | 0.040172 | 0.045164 | 0.050156 | 0.055148 | 0.060140 | 0.065133 | 0.070125 | 0.075117 | 0.080109 | 8.510101e-02 |
| 23 | 1.586207 | -2.453333e+00 | -2.448474 | -2.443615 | -2.438756 | -2.433897 | -2.429038 | -2.424179 | -2.419320 | -2.414461 | -2.409602 | -2.404743 | -2.399884 | -2.395025 | -2.390166 | -2.385307 | -2.380448 | -2.375589 | -2.370730 | -2.365871 | -2.361012 | -2.356153 | -2.351294 | -2.346435 | -2.341576 | -2.336717 | -2.331858 | -2.326999 | -2.322140 | -2.317281 | -2.312422 | -2.307563 | -2.302704 | -2.297845 | -2.292986 | -2.288127 | -2.283268 | -2.278409 | -2.273550 | -2.268691 | ... | -0.213336 | -0.208477 | -0.203618 | -0.198759 | -0.193900 | -0.189041 | -0.184182 | -0.179323 | -0.174464 | -0.169605 | -0.164746 | -0.159887 | -0.155028 | -0.150169 | -0.145310 | -0.140451 | -0.135592 | -0.130733 | -0.125874 | -0.121015 | -0.116156 | -0.111297 | -0.106438 | -0.101579 | -0.096720 | -0.091861 | -0.087002 | -0.082143 | -0.077284 | -0.072425 | -0.067566 | -0.062707 | -0.057848 | -0.052989 | -0.048130 | -0.043271 | -0.038412 | -0.033553 | -0.028694 | -2.383501e-02 |
| 24 | 1.655172 | -2.493506e+00 | -2.488774 | -2.484041 | -2.479308 | -2.474575 | -2.469843 | -2.465110 | -2.460377 | -2.455644 | -2.450911 | -2.446179 | -2.441446 | -2.436713 | -2.431980 | -2.427247 | -2.422515 | -2.417782 | -2.413049 | -2.408316 | -2.403584 | -2.398851 | -2.394118 | -2.389385 | -2.384652 | -2.379920 | -2.375187 | -2.370454 | -2.365721 | -2.360988 | -2.356256 | -2.351523 | -2.346790 | -2.342057 | -2.337324 | -2.332592 | -2.327859 | -2.323126 | -2.318393 | -2.313661 | ... | -0.311691 | -0.306958 | -0.302225 | -0.297492 | -0.292760 | -0.288027 | -0.283294 | -0.278561 | -0.273828 | -0.269096 | -0.264363 | -0.259630 | -0.254897 | -0.250165 | -0.245432 | -0.240699 | -0.235966 | -0.231233 | -0.226501 | -0.221768 | -0.217035 | -0.212302 | -0.207569 | -0.202837 | -0.198104 | -0.193371 | -0.188638 | -0.183905 | -0.179173 | -0.174440 | -0.169707 | -0.164974 | -0.160242 | -0.155509 | -0.150776 | -0.146043 | -0.141310 | -0.136578 | -0.131845 | -1.271120e-01 |
| 25 | 1.724138 | -2.531646e+00 | -2.527033 | -2.522420 | -2.517807 | -2.513194 | -2.508581 | -2.503968 | -2.499355 | -2.494742 | -2.490129 | -2.485516 | -2.480903 | -2.476290 | -2.471677 | -2.467064 | -2.462451 | -2.457838 | -2.453225 | -2.448612 | -2.443999 | -2.439386 | -2.434773 | -2.430160 | -2.425547 | -2.420934 | -2.416321 | -2.411708 | -2.407095 | -2.402482 | -2.397869 | -2.393256 | -2.388643 | -2.384030 | -2.379418 | -2.374805 | -2.370192 | -2.365579 | -2.360966 | -2.356353 | ... | -0.405066 | -0.400453 | -0.395840 | -0.391227 | -0.386614 | -0.382001 | -0.377388 | -0.372775 | -0.368162 | -0.363549 | -0.358936 | -0.354323 | -0.349710 | -0.345097 | -0.340484 | -0.335871 | -0.331258 | -0.326645 | -0.322032 | -0.317419 | -0.312806 | -0.308193 | -0.303580 | -0.298967 | -0.294354 | -0.289741 | -0.285128 | -0.280515 | -0.275903 | -0.271290 | -0.266677 | -0.262064 | -0.257451 | -0.252838 | -0.248225 | -0.243612 | -0.238999 | -0.234386 | -0.229773 | -2.251598e-01 |
| 26 | 1.793103 | -2.567901e+00 | -2.563402 | -2.558903 | -2.554404 | -2.549905 | -2.545406 | -2.540907 | -2.536408 | -2.531909 | -2.527410 | -2.522911 | -2.518411 | -2.513912 | -2.509413 | -2.504914 | -2.500415 | -2.495916 | -2.491417 | -2.486918 | -2.482419 | -2.477920 | -2.473421 | -2.468922 | -2.464423 | -2.459924 | -2.455424 | -2.450925 | -2.446426 | -2.441927 | -2.437428 | -2.432929 | -2.428430 | -2.423931 | -2.419432 | -2.414933 | -2.410434 | -2.405935 | -2.401436 | -2.396937 | ... | -0.493830 | -0.489330 | -0.484831 | -0.480332 | -0.475833 | -0.471334 | -0.466835 | -0.462336 | -0.457837 | -0.453338 | -0.448839 | -0.444340 | -0.439841 | -0.435342 | -0.430843 | -0.426343 | -0.421844 | -0.417345 | -0.412846 | -0.408347 | -0.403848 | -0.399349 | -0.394850 | -0.390351 | -0.385852 | -0.381353 | -0.376854 | -0.372355 | -0.367856 | -0.363356 | -0.358857 | -0.354358 | -0.349859 | -0.345360 | -0.340861 | -0.336362 | -0.331863 | -0.327364 | -0.322865 | -3.183658e-01 |
| 27 | 1.862069 | -2.602410e+00 | -2.598019 | -2.593628 | -2.589238 | -2.584847 | -2.580456 | -2.576066 | -2.571675 | -2.567284 | -2.562894 | -2.558503 | -2.554112 | -2.549722 | -2.545331 | -2.540940 | -2.536550 | -2.532159 | -2.527768 | -2.523378 | -2.518987 | -2.514596 | -2.510206 | -2.505815 | -2.501424 | -2.497034 | -2.492643 | -2.488252 | -2.483862 | -2.479471 | -2.475081 | -2.470690 | -2.466299 | -2.461909 | -2.457518 | -2.453127 | -2.448737 | -2.444346 | -2.439955 | -2.435565 | ... | -0.578316 | -0.573925 | -0.569534 | -0.565144 | -0.560753 | -0.556362 | -0.551972 | -0.547581 | -0.543190 | -0.538800 | -0.534409 | -0.530018 | -0.525628 | -0.521237 | -0.516846 | -0.512456 | -0.508065 | -0.503674 | -0.499284 | -0.494893 | -0.490502 | -0.486112 | -0.481721 | -0.477330 | -0.472940 | -0.468549 | -0.464158 | -0.459768 | -0.455377 | -0.450986 | -0.446596 | -0.442205 | -0.437814 | -0.433424 | -0.429033 | -0.424642 | -0.420252 | -0.415861 | -0.411470 | -4.070798e-01 |
| 28 | 1.931034 | -2.635294e+00 | -2.631007 | -2.626719 | -2.622432 | -2.618145 | -2.613857 | -2.609570 | -2.605283 | -2.600995 | -2.596708 | -2.592421 | -2.588133 | -2.583846 | -2.579559 | -2.575271 | -2.570984 | -2.566697 | -2.562409 | -2.558122 | -2.553834 | -2.549547 | -2.545260 | -2.540972 | -2.536685 | -2.532398 | -2.528110 | -2.523823 | -2.519536 | -2.515248 | -2.510961 | -2.506674 | -2.502386 | -2.498099 | -2.493812 | -2.489524 | -2.485237 | -2.480950 | -2.476662 | -2.472375 | ... | -0.658826 | -0.654538 | -0.650251 | -0.645964 | -0.641676 | -0.637389 | -0.633102 | -0.628814 | -0.624527 | -0.620240 | -0.615952 | -0.611665 | -0.607378 | -0.603090 | -0.598803 | -0.594516 | -0.590228 | -0.585941 | -0.581653 | -0.577366 | -0.573079 | -0.568791 | -0.564504 | -0.560217 | -0.555929 | -0.551642 | -0.547355 | -0.543067 | -0.538780 | -0.534493 | -0.530205 | -0.525918 | -0.521631 | -0.517343 | -0.513056 | -0.508769 | -0.504481 | -0.500194 | -0.495906 | -4.916191e-01 |
| 29 | 2.000000 | -2.666667e+00 | -2.662478 | -2.658289 | -2.654100 | -2.649912 | -2.645723 | -2.641534 | -2.637345 | -2.633156 | -2.628968 | -2.624779 | -2.620590 | -2.616401 | -2.612212 | -2.608024 | -2.603835 | -2.599646 | -2.595457 | -2.591268 | -2.587080 | -2.582891 | -2.578702 | -2.574513 | -2.570324 | -2.566136 | -2.561947 | -2.557758 | -2.553569 | -2.549381 | -2.545192 | -2.541003 | -2.536814 | -2.532625 | -2.528437 | -2.524248 | -2.520059 | -2.515870 | -2.511681 | -2.507493 | ... | -0.735634 | -0.731446 | -0.727257 | -0.723068 | -0.718879 | -0.714690 | -0.710502 | -0.706313 | -0.702124 | -0.697935 | -0.693746 | -0.689558 | -0.685369 | -0.681180 | -0.676991 | -0.672803 | -0.668614 | -0.664425 | -0.660236 | -0.656047 | -0.651859 | -0.647670 | -0.643481 | -0.639292 | -0.635103 | -0.630915 | -0.626726 | -0.622537 | -0.618348 | -0.614159 | -0.609971 | -0.605782 | -0.601593 | -0.597404 | -0.593216 | -0.589027 | -0.584838 | -0.580649 | -0.576460 | -5.722716e-01 |
30 rows × 502 columns
Show the input¶
dataset.input_dataset
| GROUP | inputs |
|---|---|
| VARIABLE | t |
| COMPONENT | 0 |
| 0 | 0.000000 |
| 1 | 0.068966 |
| 2 | 0.137931 |
| 3 | 0.206897 |
| 4 | 0.275862 |
| 5 | 0.344828 |
| 6 | 0.413793 |
| 7 | 0.482759 |
| 8 | 0.551724 |
| 9 | 0.620690 |
| 10 | 0.689655 |
| 11 | 0.758621 |
| 12 | 0.827586 |
| 13 | 0.896552 |
| 14 | 0.965517 |
| 15 | 1.034483 |
| 16 | 1.103448 |
| 17 | 1.172414 |
| 18 | 1.241379 |
| 19 | 1.310345 |
| 20 | 1.379310 |
| 21 | 1.448276 |
| 22 | 1.517241 |
| 23 | 1.586207 |
| 24 | 1.655172 |
| 25 | 1.724138 |
| 26 | 1.793103 |
| 27 | 1.862069 |
| 28 | 1.931034 |
| 29 | 2.000000 |
Show the output data¶
dataset.output_dataset
| GROUP | outputs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VARIABLE | u_t | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| COMPONENT | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | ... | 461 | 462 | 463 | 464 | 465 | 466 | 467 | 468 | 469 | 470 | 471 | 472 | 473 | 474 | 475 | 476 | 477 | 478 | 479 | 480 | 481 | 482 | 483 | 484 | 485 | 486 | 487 | 488 | 489 | 490 | 491 | 492 | 493 | 494 | 495 | 496 | 497 | 498 | 499 | 500 |
| 0 | -8.610583e-43 | 0.012566 | 0.025133 | 0.037699 | 0.050265 | 0.062832 | 0.075398 | 0.087965 | 0.100531 | 0.113097 | 0.125664 | 0.138230 | 0.150796 | 0.163363 | 0.175929 | 0.188496 | 0.201062 | 0.213628 | 0.226195 | 0.238761 | 0.251327 | 0.263894 | 0.276460 | 0.289027 | 0.301593 | 0.314159 | 0.326726 | 0.339292 | 0.351858 | 0.364425 | 0.376991 | 0.389557 | 0.402124 | 0.414690 | 0.427257 | 0.439823 | 0.452389 | 0.464956 | 0.477522 | 0.490088 | ... | -0.490088 | -0.477522 | -0.464956 | -0.452389 | -0.439823 | -0.427257 | -0.414690 | -0.402124 | -0.389557 | -0.376991 | -0.364425 | -0.351858 | -0.339292 | -0.326726 | -0.314159 | -0.301593 | -0.289027 | -0.276460 | -0.263894 | -0.251327 | -0.238761 | -0.226195 | -0.213628 | -0.201062 | -0.188496 | -0.175929 | -0.163363 | -0.150796 | -0.138230 | -0.125664 | -0.113097 | -0.100531 | -0.087965 | -0.075398 | -0.062832 | -0.050265 | -0.037699 | -0.025133 | -0.012566 | 8.610583e-43 |
| 1 | -2.580645e-01 | -0.246309 | -0.234553 | -0.222798 | -0.211042 | -0.199286 | -0.187531 | -0.175775 | -0.164019 | -0.152264 | -0.140508 | -0.128753 | -0.116997 | -0.105241 | -0.093486 | -0.081730 | -0.069974 | -0.058219 | -0.046463 | -0.034707 | -0.022952 | -0.011196 | 0.000559 | 0.012315 | 0.024071 | 0.035826 | 0.047582 | 0.059338 | 0.071093 | 0.082849 | 0.094605 | 0.106360 | 0.118116 | 0.129872 | 0.141627 | 0.153383 | 0.165138 | 0.176894 | 0.188650 | 0.200405 | ... | -0.716534 | -0.704779 | -0.693023 | -0.681267 | -0.669512 | -0.657756 | -0.646001 | -0.634245 | -0.622489 | -0.610734 | -0.598978 | -0.587222 | -0.575467 | -0.563711 | -0.551955 | -0.540200 | -0.528444 | -0.516689 | -0.504933 | -0.493177 | -0.481422 | -0.469666 | -0.457910 | -0.446155 | -0.434399 | -0.422643 | -0.410888 | -0.399132 | -0.387377 | -0.375621 | -0.363865 | -0.352110 | -0.340354 | -0.328598 | -0.316843 | -0.305087 | -0.293331 | -0.281576 | -0.269820 | -2.580645e-01 |
| 2 | -4.848485e-01 | -0.473805 | -0.462762 | -0.451719 | -0.440676 | -0.429633 | -0.418589 | -0.407546 | -0.396503 | -0.385460 | -0.374417 | -0.363374 | -0.352330 | -0.341287 | -0.330244 | -0.319201 | -0.308158 | -0.297115 | -0.286071 | -0.275028 | -0.263985 | -0.252942 | -0.241899 | -0.230855 | -0.219812 | -0.208769 | -0.197726 | -0.186683 | -0.175640 | -0.164596 | -0.153553 | -0.142510 | -0.131467 | -0.120424 | -0.109381 | -0.098337 | -0.087294 | -0.076251 | -0.065208 | -0.054165 | ... | -0.915532 | -0.904489 | -0.893446 | -0.882403 | -0.871360 | -0.860316 | -0.849273 | -0.838230 | -0.827187 | -0.816144 | -0.805101 | -0.794057 | -0.783014 | -0.771971 | -0.760928 | -0.749885 | -0.738841 | -0.727798 | -0.716755 | -0.705712 | -0.694669 | -0.683626 | -0.672582 | -0.661539 | -0.650496 | -0.639453 | -0.628410 | -0.617367 | -0.606323 | -0.595280 | -0.584237 | -0.573194 | -0.562151 | -0.551108 | -0.540064 | -0.529021 | -0.517978 | -0.506935 | -0.495892 | -4.848485e-01 |
| 3 | -6.857143e-01 | -0.675302 | -0.664890 | -0.654478 | -0.644066 | -0.633654 | -0.623241 | -0.612829 | -0.602417 | -0.592005 | -0.581593 | -0.571181 | -0.560769 | -0.550357 | -0.539944 | -0.529532 | -0.519120 | -0.508708 | -0.498296 | -0.487884 | -0.477472 | -0.467059 | -0.456647 | -0.446235 | -0.435823 | -0.425411 | -0.414999 | -0.404587 | -0.394174 | -0.383762 | -0.373350 | -0.362938 | -0.352526 | -0.342114 | -0.331702 | -0.321290 | -0.310877 | -0.300465 | -0.290053 | -0.279641 | ... | -1.091788 | -1.081375 | -1.070963 | -1.060551 | -1.050139 | -1.039727 | -1.029315 | -1.018903 | -1.008490 | -0.998078 | -0.987666 | -0.977254 | -0.966842 | -0.956430 | -0.946018 | -0.935606 | -0.925193 | -0.914781 | -0.904369 | -0.893957 | -0.883545 | -0.873133 | -0.862721 | -0.852308 | -0.841896 | -0.831484 | -0.821072 | -0.810660 | -0.800248 | -0.789836 | -0.779424 | -0.769011 | -0.758599 | -0.748187 | -0.737775 | -0.727363 | -0.716951 | -0.706539 | -0.696126 | -6.857143e-01 |
| 4 | -8.648649e-01 | -0.855016 | -0.845166 | -0.835317 | -0.825468 | -0.815618 | -0.805769 | -0.795920 | -0.786070 | -0.776221 | -0.766372 | -0.756522 | -0.746673 | -0.736824 | -0.726974 | -0.717125 | -0.707276 | -0.697426 | -0.687577 | -0.677728 | -0.667879 | -0.658029 | -0.648180 | -0.638331 | -0.628481 | -0.618632 | -0.608783 | -0.598933 | -0.589084 | -0.579235 | -0.569385 | -0.559536 | -0.549687 | -0.539837 | -0.529988 | -0.520139 | -0.510289 | -0.500440 | -0.490591 | -0.480741 | ... | -1.248988 | -1.239139 | -1.229290 | -1.219440 | -1.209591 | -1.199742 | -1.189892 | -1.180043 | -1.170194 | -1.160344 | -1.150495 | -1.140646 | -1.130796 | -1.120947 | -1.111098 | -1.101248 | -1.091399 | -1.081550 | -1.071701 | -1.061851 | -1.052002 | -1.042153 | -1.032303 | -1.022454 | -1.012605 | -1.002755 | -0.992906 | -0.983057 | -0.973207 | -0.963358 | -0.953509 | -0.943659 | -0.933810 | -0.923961 | -0.914111 | -0.904262 | -0.894413 | -0.884563 | -0.874714 | -8.648649e-01 |
| 5 | -1.025641e+00 | -1.016297 | -1.006953 | -0.997608 | -0.988264 | -0.978920 | -0.969576 | -0.960231 | -0.950887 | -0.941543 | -0.932199 | -0.922855 | -0.913510 | -0.904166 | -0.894822 | -0.885478 | -0.876133 | -0.866789 | -0.857445 | -0.848101 | -0.838757 | -0.829412 | -0.820068 | -0.810724 | -0.801380 | -0.792035 | -0.782691 | -0.773347 | -0.764003 | -0.754659 | -0.745314 | -0.735970 | -0.726626 | -0.717282 | -0.707937 | -0.698593 | -0.689249 | -0.679905 | -0.670561 | -0.661216 | ... | -1.390066 | -1.380722 | -1.371377 | -1.362033 | -1.352689 | -1.343345 | -1.334000 | -1.324656 | -1.315312 | -1.305968 | -1.296624 | -1.287279 | -1.277935 | -1.268591 | -1.259247 | -1.249902 | -1.240558 | -1.231214 | -1.221870 | -1.212526 | -1.203181 | -1.193837 | -1.184493 | -1.175149 | -1.165804 | -1.156460 | -1.147116 | -1.137772 | -1.128427 | -1.119083 | -1.109739 | -1.100395 | -1.091051 | -1.081706 | -1.072362 | -1.063018 | -1.053674 | -1.044329 | -1.034985 | -1.025641e+00 |
| 6 | -1.170732e+00 | -1.161843 | -1.152955 | -1.144066 | -1.135178 | -1.126290 | -1.117401 | -1.108513 | -1.099624 | -1.090736 | -1.081848 | -1.072959 | -1.064071 | -1.055182 | -1.046294 | -1.037406 | -1.028517 | -1.019629 | -1.010740 | -1.001852 | -0.992964 | -0.984075 | -0.975187 | -0.966298 | -0.957410 | -0.948521 | -0.939633 | -0.930745 | -0.921856 | -0.912968 | -0.904079 | -0.895191 | -0.886303 | -0.877414 | -0.868526 | -0.859637 | -0.850749 | -0.841861 | -0.832972 | -0.824084 | ... | -1.517380 | -1.508491 | -1.499603 | -1.490714 | -1.481826 | -1.472938 | -1.464049 | -1.455161 | -1.446272 | -1.437384 | -1.428496 | -1.419607 | -1.410719 | -1.401830 | -1.392942 | -1.384054 | -1.375165 | -1.366277 | -1.357388 | -1.348500 | -1.339611 | -1.330723 | -1.321835 | -1.312946 | -1.304058 | -1.295169 | -1.286281 | -1.277393 | -1.268504 | -1.259616 | -1.250727 | -1.241839 | -1.232951 | -1.224062 | -1.215174 | -1.206285 | -1.197397 | -1.188509 | -1.179620 | -1.170732e+00 |
| 7 | -1.302326e+00 | -1.293851 | -1.285376 | -1.276901 | -1.268426 | -1.259951 | -1.251476 | -1.243001 | -1.234526 | -1.226051 | -1.217576 | -1.209101 | -1.200626 | -1.192151 | -1.183676 | -1.175201 | -1.166726 | -1.158251 | -1.149776 | -1.141301 | -1.132826 | -1.124351 | -1.115876 | -1.107401 | -1.098926 | -1.090451 | -1.081976 | -1.073501 | -1.065026 | -1.056551 | -1.048076 | -1.039601 | -1.031126 | -1.022651 | -1.014176 | -1.005701 | -0.997226 | -0.988751 | -0.980276 | -0.971801 | ... | -1.632849 | -1.624375 | -1.615900 | -1.607425 | -1.598950 | -1.590475 | -1.582000 | -1.573525 | -1.565050 | -1.556575 | -1.548100 | -1.539625 | -1.531150 | -1.522675 | -1.514200 | -1.505725 | -1.497250 | -1.488775 | -1.480300 | -1.471825 | -1.463350 | -1.454875 | -1.446400 | -1.437925 | -1.429450 | -1.420975 | -1.412501 | -1.404026 | -1.395551 | -1.387076 | -1.378601 | -1.370126 | -1.361651 | -1.353176 | -1.344701 | -1.336226 | -1.327751 | -1.319276 | -1.310801 | -1.302326e+00 |
| 8 | -1.422222e+00 | -1.414124 | -1.406026 | -1.397927 | -1.389829 | -1.381731 | -1.373632 | -1.365534 | -1.357436 | -1.349337 | -1.341239 | -1.333141 | -1.325042 | -1.316944 | -1.308846 | -1.300747 | -1.292649 | -1.284551 | -1.276452 | -1.268354 | -1.260256 | -1.252157 | -1.244059 | -1.235961 | -1.227862 | -1.219764 | -1.211666 | -1.203567 | -1.195469 | -1.187371 | -1.179272 | -1.171174 | -1.163076 | -1.154977 | -1.146879 | -1.138781 | -1.130682 | -1.122584 | -1.114486 | -1.106387 | ... | -1.737558 | -1.729572 | -1.721560 | -1.713529 | -1.705483 | -1.697426 | -1.689359 | -1.681285 | -1.673205 | -1.665122 | -1.657035 | -1.648945 | -1.640854 | -1.632760 | -1.624666 | -1.616571 | -1.608475 | -1.600379 | -1.592282 | -1.584185 | -1.576087 | -1.567990 | -1.559892 | -1.551794 | -1.543696 | -1.535598 | -1.527500 | -1.519402 | -1.511303 | -1.503205 | -1.495107 | -1.487009 | -1.478910 | -1.470812 | -1.462714 | -1.454615 | -1.446517 | -1.438419 | -1.430321 | -1.422222e+00 |
| 9 | -1.531915e+00 | -1.524161 | -1.516407 | -1.508654 | -1.500900 | -1.493146 | -1.485393 | -1.477639 | -1.469885 | -1.462131 | -1.454378 | -1.446624 | -1.438870 | -1.431117 | -1.423363 | -1.415609 | -1.407855 | -1.400102 | -1.392348 | -1.384594 | -1.376841 | -1.369087 | -1.361333 | -1.353579 | -1.345826 | -1.338072 | -1.330318 | -1.322565 | -1.314811 | -1.307057 | -1.299303 | -1.291550 | -1.283796 | -1.276042 | -1.268288 | -1.260535 | -1.252781 | -1.245027 | -1.237274 | -1.229520 | ... | -1.692498 | -1.714517 | -1.730433 | -1.741441 | -1.748523 | -1.752479 | -1.753954 | -1.753465 | -1.751424 | -1.748160 | -1.743933 | -1.738948 | -1.733367 | -1.727318 | -1.720902 | -1.714197 | -1.707266 | -1.700157 | -1.692909 | -1.685551 | -1.678108 | -1.670598 | -1.663036 | -1.655432 | -1.647795 | -1.640133 | -1.632452 | -1.624755 | -1.617045 | -1.609326 | -1.601600 | -1.593867 | -1.586130 | -1.578390 | -1.570646 | -1.562901 | -1.555153 | -1.547404 | -1.539655 | -1.531904e+00 |
| 10 | -1.632653e+00 | -1.625216 | -1.617779 | -1.610341 | -1.602904 | -1.595467 | -1.588030 | -1.580592 | -1.573155 | -1.565718 | -1.558281 | -1.550843 | -1.543406 | -1.535969 | -1.528532 | -1.521094 | -1.513657 | -1.506220 | -1.498783 | -1.491346 | -1.483908 | -1.476471 | -1.469034 | -1.461597 | -1.454159 | -1.446722 | -1.439285 | -1.431848 | -1.424410 | -1.416973 | -1.409536 | -1.402099 | -1.394661 | -1.387224 | -1.379787 | -1.372350 | -1.364912 | -1.357475 | -1.350038 | -1.342601 | ... | 1.349365 | 1.256553 | 1.145809 | 1.015982 | 0.866720 | 0.698755 | 0.514127 | 0.316255 | 0.109792 | -0.099734 | -0.306475 | -0.504876 | -0.690230 | -0.859055 | -1.009244 | -1.140005 | -1.251646 | -1.345286 | -1.422561 | -1.485365 | -1.535656 | -1.575319 | -1.606081 | -1.629477 | -1.646829 | -1.659259 | -1.667705 | -1.672941 | -1.675598 | -1.676191 | -1.675136 | -1.672767 | -1.669352 | -1.665105 | -1.660197 | -1.654765 | -1.648916 | -1.642738 | -1.636298 | -1.629650e+00 |
| 11 | -1.725490e+00 | -1.718345 | -1.711199 | -1.704053 | -1.696908 | -1.689762 | -1.682617 | -1.675471 | -1.668326 | -1.661180 | -1.654034 | -1.646889 | -1.639743 | -1.632598 | -1.625452 | -1.618306 | -1.611161 | -1.604015 | -1.596870 | -1.589724 | -1.582579 | -1.575433 | -1.568287 | -1.561142 | -1.553996 | -1.546851 | -1.539705 | -1.532559 | -1.525414 | -1.518268 | -1.511123 | -1.503977 | -1.496832 | -1.489686 | -1.482540 | -1.475395 | -1.468249 | -1.461104 | -1.453958 | -1.446812 | ... | 1.564810 | 1.570997 | 1.576944 | 1.582590 | 1.587860 | 1.592662 | 1.596877 | 1.600362 | 1.602936 | 1.604376 | 1.604406 | 1.602685 | 1.598796 | 1.592226 | 1.582353 | 1.568430 | 1.549560 | 1.524688 | 1.492588 | 1.451866 | 1.400981 | 1.338289 | 1.262123 | 1.170924 | 1.063407 | 0.938780 | 0.796975 | 0.638874 | 0.466454 | 0.282815 | 0.092040 | -0.101112 | -0.291654 | -0.474850 | -0.646657 | -0.804026 | -0.945034 | -1.068848 | -1.175574 | -1.266034e+00 |
| 12 | -1.811321e+00 | -1.804445 | -1.797569 | -1.790693 | -1.783817 | -1.776941 | -1.770065 | -1.763189 | -1.756313 | -1.749437 | -1.742561 | -1.735685 | -1.728809 | -1.721934 | -1.715058 | -1.708182 | -1.701306 | -1.694430 | -1.687554 | -1.680678 | -1.673802 | -1.666926 | -1.660050 | -1.653174 | -1.646298 | -1.639422 | -1.632546 | -1.625670 | -1.618794 | -1.611919 | -1.605043 | -1.598167 | -1.591291 | -1.584415 | -1.577539 | -1.570663 | -1.563787 | -1.556911 | -1.550035 | -1.543159 | ... | 1.358445 | 1.365311 | 1.372175 | 1.379035 | 1.385892 | 1.392745 | 1.399591 | 1.406430 | 1.413261 | 1.420081 | 1.426887 | 1.433676 | 1.440444 | 1.447187 | 1.453897 | 1.460567 | 1.467188 | 1.473747 | 1.480230 | 1.486618 | 1.492889 | 1.499015 | 1.504960 | 1.510681 | 1.516124 | 1.521224 | 1.525899 | 1.530046 | 1.533542 | 1.536232 | 1.537926 | 1.538393 | 1.537349 | 1.534445 | 1.529262 | 1.521290 | 1.509918 | 1.494420 | 1.473941 | 1.447486e+00 |
| 13 | -1.890909e+00 | -1.884283 | -1.877657 | -1.871031 | -1.864405 | -1.857780 | -1.851154 | -1.844528 | -1.837902 | -1.831276 | -1.824650 | -1.818024 | -1.811398 | -1.804772 | -1.798146 | -1.791521 | -1.784895 | -1.778269 | -1.771643 | -1.765017 | -1.758391 | -1.751765 | -1.745139 | -1.738513 | -1.731887 | -1.725261 | -1.718636 | -1.712010 | -1.705384 | -1.698758 | -1.692132 | -1.685506 | -1.678880 | -1.672254 | -1.665628 | -1.659002 | -1.652377 | -1.645751 | -1.639125 | -1.632499 | ... | 1.163632 | 1.170258 | 1.176884 | 1.183509 | 1.190135 | 1.196761 | 1.203386 | 1.210012 | 1.216637 | 1.223262 | 1.229887 | 1.236512 | 1.243136 | 1.249760 | 1.256384 | 1.263007 | 1.269630 | 1.276252 | 1.282873 | 1.289492 | 1.296111 | 1.302727 | 1.309342 | 1.315954 | 1.322562 | 1.329167 | 1.335766 | 1.342360 | 1.348946 | 1.355523 | 1.362088 | 1.368639 | 1.375173 | 1.381686 | 1.388173 | 1.394628 | 1.401043 | 1.407409 | 1.413715 | 1.419947e+00 |
| 14 | -1.964912e+00 | -1.958519 | -1.952125 | -1.945732 | -1.939339 | -1.932945 | -1.926552 | -1.920158 | -1.913765 | -1.907372 | -1.900978 | -1.894585 | -1.888191 | -1.881798 | -1.875404 | -1.869011 | -1.862618 | -1.856224 | -1.849831 | -1.843437 | -1.837044 | -1.830651 | -1.824257 | -1.817864 | -1.811470 | -1.805077 | -1.798683 | -1.792290 | -1.785897 | -1.779503 | -1.773110 | -1.766716 | -1.760323 | -1.753930 | -1.747536 | -1.741143 | -1.734749 | -1.728356 | -1.721962 | -1.715569 | ... | 0.982453 | 0.988846 | 0.995240 | 1.001633 | 1.008026 | 1.014420 | 1.020813 | 1.027207 | 1.033600 | 1.039993 | 1.046387 | 1.052780 | 1.059174 | 1.065567 | 1.071960 | 1.078354 | 1.084747 | 1.091140 | 1.097534 | 1.103927 | 1.110320 | 1.116714 | 1.123107 | 1.129500 | 1.135893 | 1.142286 | 1.148679 | 1.155072 | 1.161465 | 1.167858 | 1.174250 | 1.180642 | 1.187034 | 1.193426 | 1.199817 | 1.206208 | 1.212598 | 1.218988 | 1.225377 | 1.231764e+00 |
| 15 | -2.033898e+00 | -2.027722 | -2.021545 | -2.015368 | -2.009192 | -2.003015 | -1.996838 | -1.990661 | -1.984485 | -1.978308 | -1.972131 | -1.965955 | -1.959778 | -1.953601 | -1.947425 | -1.941248 | -1.935071 | -1.928895 | -1.922718 | -1.916541 | -1.910364 | -1.904188 | -1.898011 | -1.891834 | -1.885658 | -1.879481 | -1.873304 | -1.867128 | -1.860951 | -1.854774 | -1.848598 | -1.842421 | -1.836244 | -1.830068 | -1.823891 | -1.817714 | -1.811537 | -1.805361 | -1.799184 | -1.793007 | ... | 0.813556 | 0.819733 | 0.825909 | 0.832086 | 0.838263 | 0.844440 | 0.850616 | 0.856793 | 0.862970 | 0.869146 | 0.875323 | 0.881500 | 0.887676 | 0.893853 | 0.900030 | 0.906206 | 0.912383 | 0.918560 | 0.924737 | 0.930913 | 0.937090 | 0.943267 | 0.949443 | 0.955620 | 0.961797 | 0.967973 | 0.974150 | 0.980327 | 0.986503 | 0.992680 | 0.998857 | 1.005033 | 1.011210 | 1.017387 | 1.023563 | 1.029740 | 1.035917 | 1.042093 | 1.048270 | 1.054446e+00 |
| 16 | -2.098361e+00 | -2.092386 | -2.086412 | -2.080438 | -2.074464 | -2.068490 | -2.062516 | -2.056541 | -2.050567 | -2.044593 | -2.038619 | -2.032645 | -2.026671 | -2.020696 | -2.014722 | -2.008748 | -2.002774 | -1.996800 | -1.990825 | -1.984851 | -1.978877 | -1.972903 | -1.966929 | -1.960955 | -1.954980 | -1.949006 | -1.943032 | -1.937058 | -1.931084 | -1.925110 | -1.919135 | -1.913161 | -1.907187 | -1.901213 | -1.895239 | -1.889264 | -1.883290 | -1.877316 | -1.871342 | -1.865368 | ... | 0.655735 | 0.661709 | 0.667683 | 0.673657 | 0.679631 | 0.685605 | 0.691580 | 0.697554 | 0.703528 | 0.709502 | 0.715476 | 0.721451 | 0.727425 | 0.733399 | 0.739373 | 0.745347 | 0.751321 | 0.757296 | 0.763270 | 0.769244 | 0.775218 | 0.781192 | 0.787166 | 0.793141 | 0.799115 | 0.805089 | 0.811063 | 0.817037 | 0.823012 | 0.828986 | 0.834960 | 0.840934 | 0.846908 | 0.852882 | 0.858857 | 0.864831 | 0.870805 | 0.876779 | 0.882753 | 8.887274e-01 |
| 17 | -2.158730e+00 | -2.152946 | -2.147161 | -2.141377 | -2.135592 | -2.129808 | -2.124023 | -2.118239 | -2.112454 | -2.106669 | -2.100885 | -2.095100 | -2.089316 | -2.083531 | -2.077747 | -2.071962 | -2.066178 | -2.060393 | -2.054609 | -2.048824 | -2.043040 | -2.037255 | -2.031471 | -2.025686 | -2.019902 | -2.014117 | -2.008333 | -2.002548 | -1.996764 | -1.990979 | -1.985195 | -1.979410 | -1.973626 | -1.967841 | -1.962056 | -1.956272 | -1.950487 | -1.944703 | -1.938918 | -1.933134 | ... | 0.507933 | 0.513718 | 0.519503 | 0.525287 | 0.531072 | 0.536856 | 0.542641 | 0.548425 | 0.554210 | 0.559994 | 0.565779 | 0.571563 | 0.577348 | 0.583132 | 0.588917 | 0.594701 | 0.600486 | 0.606270 | 0.612055 | 0.617839 | 0.623624 | 0.629408 | 0.635193 | 0.640977 | 0.646762 | 0.652546 | 0.658331 | 0.664116 | 0.669900 | 0.675685 | 0.681469 | 0.687254 | 0.693038 | 0.698823 | 0.704607 | 0.710392 | 0.716176 | 0.721961 | 0.727745 | 7.335297e-01 |
| 18 | -2.215385e+00 | -2.209778 | -2.204172 | -2.198565 | -2.192958 | -2.187352 | -2.181745 | -2.176139 | -2.170532 | -2.164926 | -2.159319 | -2.153713 | -2.148106 | -2.142500 | -2.136893 | -2.131287 | -2.125680 | -2.120074 | -2.114467 | -2.108860 | -2.103254 | -2.097647 | -2.092041 | -2.086434 | -2.080828 | -2.075221 | -2.069615 | -2.064008 | -2.058402 | -2.052795 | -2.047189 | -2.041582 | -2.035976 | -2.030369 | -2.024762 | -2.019156 | -2.013549 | -2.007943 | -2.002336 | -1.996730 | ... | 0.369228 | 0.374834 | 0.380441 | 0.386047 | 0.391654 | 0.397260 | 0.402867 | 0.408474 | 0.414080 | 0.419687 | 0.425293 | 0.430900 | 0.436506 | 0.442113 | 0.447719 | 0.453326 | 0.458932 | 0.464539 | 0.470145 | 0.475752 | 0.481359 | 0.486965 | 0.492572 | 0.498178 | 0.503785 | 0.509391 | 0.514998 | 0.520604 | 0.526211 | 0.531817 | 0.537424 | 0.543030 | 0.548637 | 0.554243 | 0.559850 | 0.565457 | 0.571063 | 0.576670 | 0.582276 | 5.878827e-01 |
| 19 | -2.268657e+00 | -2.263218 | -2.257778 | -2.252339 | -2.246900 | -2.241461 | -2.236022 | -2.230582 | -2.225143 | -2.219704 | -2.214265 | -2.208826 | -2.203387 | -2.197947 | -2.192508 | -2.187069 | -2.181630 | -2.176191 | -2.170752 | -2.165312 | -2.159873 | -2.154434 | -2.148995 | -2.143556 | -2.138117 | -2.132677 | -2.127238 | -2.121799 | -2.116360 | -2.110921 | -2.105481 | -2.100042 | -2.094603 | -2.089164 | -2.083725 | -2.078286 | -2.072846 | -2.067407 | -2.061968 | -2.056529 | ... | 0.238803 | 0.244242 | 0.249681 | 0.255121 | 0.260560 | 0.265999 | 0.271438 | 0.276877 | 0.282317 | 0.287756 | 0.293195 | 0.298634 | 0.304073 | 0.309512 | 0.314952 | 0.320391 | 0.325830 | 0.331269 | 0.336708 | 0.342147 | 0.347587 | 0.353026 | 0.358465 | 0.363904 | 0.369343 | 0.374782 | 0.380222 | 0.385661 | 0.391100 | 0.396539 | 0.401978 | 0.407418 | 0.412857 | 0.418296 | 0.423735 | 0.429174 | 0.434613 | 0.440053 | 0.445492 | 4.509310e-01 |
| 20 | -2.318841e+00 | -2.313559 | -2.308278 | -2.302996 | -2.297715 | -2.292433 | -2.287151 | -2.281870 | -2.276588 | -2.271307 | -2.266025 | -2.260744 | -2.255462 | -2.250181 | -2.244899 | -2.239618 | -2.234336 | -2.229055 | -2.223773 | -2.218492 | -2.213210 | -2.207929 | -2.202647 | -2.197366 | -2.192084 | -2.186803 | -2.181521 | -2.176240 | -2.170958 | -2.165677 | -2.160395 | -2.155114 | -2.149832 | -2.144550 | -2.139269 | -2.133987 | -2.128706 | -2.123424 | -2.118143 | -2.112861 | ... | 0.115939 | 0.121221 | 0.126502 | 0.131784 | 0.137065 | 0.142347 | 0.147628 | 0.152910 | 0.158191 | 0.163473 | 0.168754 | 0.174036 | 0.179317 | 0.184599 | 0.189881 | 0.195162 | 0.200444 | 0.205725 | 0.211007 | 0.216288 | 0.221570 | 0.226851 | 0.232133 | 0.237414 | 0.242696 | 0.247977 | 0.253259 | 0.258540 | 0.263822 | 0.269103 | 0.274385 | 0.279666 | 0.284948 | 0.290229 | 0.295511 | 0.300792 | 0.306074 | 0.311355 | 0.316637 | 3.219185e-01 |
| 21 | -2.366197e+00 | -2.361064 | -2.355932 | -2.350799 | -2.345666 | -2.340533 | -2.335401 | -2.330268 | -2.325135 | -2.320002 | -2.314870 | -2.309737 | -2.304604 | -2.299472 | -2.294339 | -2.289206 | -2.284073 | -2.278941 | -2.273808 | -2.268675 | -2.263542 | -2.258410 | -2.253277 | -2.248144 | -2.243011 | -2.237879 | -2.232746 | -2.227613 | -2.222480 | -2.217348 | -2.212215 | -2.207082 | -2.201949 | -2.196817 | -2.191684 | -2.186551 | -2.181418 | -2.176286 | -2.171153 | -2.166020 | ... | -0.000003 | 0.005130 | 0.010263 | 0.015396 | 0.020528 | 0.025661 | 0.030794 | 0.035927 | 0.041059 | 0.046192 | 0.051325 | 0.056457 | 0.061590 | 0.066723 | 0.071856 | 0.076988 | 0.082121 | 0.087254 | 0.092387 | 0.097519 | 0.102652 | 0.107785 | 0.112918 | 0.118050 | 0.123183 | 0.128316 | 0.133449 | 0.138581 | 0.143714 | 0.148847 | 0.153980 | 0.159112 | 0.164245 | 0.169378 | 0.174511 | 0.179643 | 0.184776 | 0.189909 | 0.195042 | 2.001743e-01 |
| 22 | -2.410959e+00 | -2.405967 | -2.400975 | -2.395983 | -2.390990 | -2.385998 | -2.381006 | -2.376014 | -2.371022 | -2.366030 | -2.361038 | -2.356046 | -2.351053 | -2.346061 | -2.341069 | -2.336077 | -2.331085 | -2.326093 | -2.321101 | -2.316109 | -2.311117 | -2.306124 | -2.301132 | -2.296140 | -2.291148 | -2.286156 | -2.281164 | -2.276172 | -2.271180 | -2.266187 | -2.261195 | -2.256203 | -2.251211 | -2.246219 | -2.241227 | -2.236235 | -2.231243 | -2.226250 | -2.221258 | -2.216266 | ... | -0.109592 | -0.104600 | -0.099607 | -0.094615 | -0.089623 | -0.084631 | -0.079639 | -0.074647 | -0.069655 | -0.064663 | -0.059670 | -0.054678 | -0.049686 | -0.044694 | -0.039702 | -0.034710 | -0.029718 | -0.024726 | -0.019734 | -0.014741 | -0.009749 | -0.004757 | 0.000235 | 0.005227 | 0.010219 | 0.015211 | 0.020203 | 0.025196 | 0.030188 | 0.035180 | 0.040172 | 0.045164 | 0.050156 | 0.055148 | 0.060140 | 0.065133 | 0.070125 | 0.075117 | 0.080109 | 8.510101e-02 |
| 23 | -2.453333e+00 | -2.448474 | -2.443615 | -2.438756 | -2.433897 | -2.429038 | -2.424179 | -2.419320 | -2.414461 | -2.409602 | -2.404743 | -2.399884 | -2.395025 | -2.390166 | -2.385307 | -2.380448 | -2.375589 | -2.370730 | -2.365871 | -2.361012 | -2.356153 | -2.351294 | -2.346435 | -2.341576 | -2.336717 | -2.331858 | -2.326999 | -2.322140 | -2.317281 | -2.312422 | -2.307563 | -2.302704 | -2.297845 | -2.292986 | -2.288127 | -2.283268 | -2.278409 | -2.273550 | -2.268691 | -2.263832 | ... | -0.213336 | -0.208477 | -0.203618 | -0.198759 | -0.193900 | -0.189041 | -0.184182 | -0.179323 | -0.174464 | -0.169605 | -0.164746 | -0.159887 | -0.155028 | -0.150169 | -0.145310 | -0.140451 | -0.135592 | -0.130733 | -0.125874 | -0.121015 | -0.116156 | -0.111297 | -0.106438 | -0.101579 | -0.096720 | -0.091861 | -0.087002 | -0.082143 | -0.077284 | -0.072425 | -0.067566 | -0.062707 | -0.057848 | -0.052989 | -0.048130 | -0.043271 | -0.038412 | -0.033553 | -0.028694 | -2.383501e-02 |
| 24 | -2.493506e+00 | -2.488774 | -2.484041 | -2.479308 | -2.474575 | -2.469843 | -2.465110 | -2.460377 | -2.455644 | -2.450911 | -2.446179 | -2.441446 | -2.436713 | -2.431980 | -2.427247 | -2.422515 | -2.417782 | -2.413049 | -2.408316 | -2.403584 | -2.398851 | -2.394118 | -2.389385 | -2.384652 | -2.379920 | -2.375187 | -2.370454 | -2.365721 | -2.360988 | -2.356256 | -2.351523 | -2.346790 | -2.342057 | -2.337324 | -2.332592 | -2.327859 | -2.323126 | -2.318393 | -2.313661 | -2.308928 | ... | -0.311691 | -0.306958 | -0.302225 | -0.297492 | -0.292760 | -0.288027 | -0.283294 | -0.278561 | -0.273828 | -0.269096 | -0.264363 | -0.259630 | -0.254897 | -0.250165 | -0.245432 | -0.240699 | -0.235966 | -0.231233 | -0.226501 | -0.221768 | -0.217035 | -0.212302 | -0.207569 | -0.202837 | -0.198104 | -0.193371 | -0.188638 | -0.183905 | -0.179173 | -0.174440 | -0.169707 | -0.164974 | -0.160242 | -0.155509 | -0.150776 | -0.146043 | -0.141310 | -0.136578 | -0.131845 | -1.271120e-01 |
| 25 | -2.531646e+00 | -2.527033 | -2.522420 | -2.517807 | -2.513194 | -2.508581 | -2.503968 | -2.499355 | -2.494742 | -2.490129 | -2.485516 | -2.480903 | -2.476290 | -2.471677 | -2.467064 | -2.462451 | -2.457838 | -2.453225 | -2.448612 | -2.443999 | -2.439386 | -2.434773 | -2.430160 | -2.425547 | -2.420934 | -2.416321 | -2.411708 | -2.407095 | -2.402482 | -2.397869 | -2.393256 | -2.388643 | -2.384030 | -2.379418 | -2.374805 | -2.370192 | -2.365579 | -2.360966 | -2.356353 | -2.351740 | ... | -0.405066 | -0.400453 | -0.395840 | -0.391227 | -0.386614 | -0.382001 | -0.377388 | -0.372775 | -0.368162 | -0.363549 | -0.358936 | -0.354323 | -0.349710 | -0.345097 | -0.340484 | -0.335871 | -0.331258 | -0.326645 | -0.322032 | -0.317419 | -0.312806 | -0.308193 | -0.303580 | -0.298967 | -0.294354 | -0.289741 | -0.285128 | -0.280515 | -0.275903 | -0.271290 | -0.266677 | -0.262064 | -0.257451 | -0.252838 | -0.248225 | -0.243612 | -0.238999 | -0.234386 | -0.229773 | -2.251598e-01 |
| 26 | -2.567901e+00 | -2.563402 | -2.558903 | -2.554404 | -2.549905 | -2.545406 | -2.540907 | -2.536408 | -2.531909 | -2.527410 | -2.522911 | -2.518411 | -2.513912 | -2.509413 | -2.504914 | -2.500415 | -2.495916 | -2.491417 | -2.486918 | -2.482419 | -2.477920 | -2.473421 | -2.468922 | -2.464423 | -2.459924 | -2.455424 | -2.450925 | -2.446426 | -2.441927 | -2.437428 | -2.432929 | -2.428430 | -2.423931 | -2.419432 | -2.414933 | -2.410434 | -2.405935 | -2.401436 | -2.396937 | -2.392437 | ... | -0.493830 | -0.489330 | -0.484831 | -0.480332 | -0.475833 | -0.471334 | -0.466835 | -0.462336 | -0.457837 | -0.453338 | -0.448839 | -0.444340 | -0.439841 | -0.435342 | -0.430843 | -0.426343 | -0.421844 | -0.417345 | -0.412846 | -0.408347 | -0.403848 | -0.399349 | -0.394850 | -0.390351 | -0.385852 | -0.381353 | -0.376854 | -0.372355 | -0.367856 | -0.363356 | -0.358857 | -0.354358 | -0.349859 | -0.345360 | -0.340861 | -0.336362 | -0.331863 | -0.327364 | -0.322865 | -3.183658e-01 |
| 27 | -2.602410e+00 | -2.598019 | -2.593628 | -2.589238 | -2.584847 | -2.580456 | -2.576066 | -2.571675 | -2.567284 | -2.562894 | -2.558503 | -2.554112 | -2.549722 | -2.545331 | -2.540940 | -2.536550 | -2.532159 | -2.527768 | -2.523378 | -2.518987 | -2.514596 | -2.510206 | -2.505815 | -2.501424 | -2.497034 | -2.492643 | -2.488252 | -2.483862 | -2.479471 | -2.475081 | -2.470690 | -2.466299 | -2.461909 | -2.457518 | -2.453127 | -2.448737 | -2.444346 | -2.439955 | -2.435565 | -2.431174 | ... | -0.578316 | -0.573925 | -0.569534 | -0.565144 | -0.560753 | -0.556362 | -0.551972 | -0.547581 | -0.543190 | -0.538800 | -0.534409 | -0.530018 | -0.525628 | -0.521237 | -0.516846 | -0.512456 | -0.508065 | -0.503674 | -0.499284 | -0.494893 | -0.490502 | -0.486112 | -0.481721 | -0.477330 | -0.472940 | -0.468549 | -0.464158 | -0.459768 | -0.455377 | -0.450986 | -0.446596 | -0.442205 | -0.437814 | -0.433424 | -0.429033 | -0.424642 | -0.420252 | -0.415861 | -0.411470 | -4.070798e-01 |
| 28 | -2.635294e+00 | -2.631007 | -2.626719 | -2.622432 | -2.618145 | -2.613857 | -2.609570 | -2.605283 | -2.600995 | -2.596708 | -2.592421 | -2.588133 | -2.583846 | -2.579559 | -2.575271 | -2.570984 | -2.566697 | -2.562409 | -2.558122 | -2.553834 | -2.549547 | -2.545260 | -2.540972 | -2.536685 | -2.532398 | -2.528110 | -2.523823 | -2.519536 | -2.515248 | -2.510961 | -2.506674 | -2.502386 | -2.498099 | -2.493812 | -2.489524 | -2.485237 | -2.480950 | -2.476662 | -2.472375 | -2.468087 | ... | -0.658826 | -0.654538 | -0.650251 | -0.645964 | -0.641676 | -0.637389 | -0.633102 | -0.628814 | -0.624527 | -0.620240 | -0.615952 | -0.611665 | -0.607378 | -0.603090 | -0.598803 | -0.594516 | -0.590228 | -0.585941 | -0.581653 | -0.577366 | -0.573079 | -0.568791 | -0.564504 | -0.560217 | -0.555929 | -0.551642 | -0.547355 | -0.543067 | -0.538780 | -0.534493 | -0.530205 | -0.525918 | -0.521631 | -0.517343 | -0.513056 | -0.508769 | -0.504481 | -0.500194 | -0.495906 | -4.916191e-01 |
| 29 | -2.666667e+00 | -2.662478 | -2.658289 | -2.654100 | -2.649912 | -2.645723 | -2.641534 | -2.637345 | -2.633156 | -2.628968 | -2.624779 | -2.620590 | -2.616401 | -2.612212 | -2.608024 | -2.603835 | -2.599646 | -2.595457 | -2.591268 | -2.587080 | -2.582891 | -2.578702 | -2.574513 | -2.570324 | -2.566136 | -2.561947 | -2.557758 | -2.553569 | -2.549381 | -2.545192 | -2.541003 | -2.536814 | -2.532625 | -2.528437 | -2.524248 | -2.520059 | -2.515870 | -2.511681 | -2.507493 | -2.503304 | ... | -0.735634 | -0.731446 | -0.727257 | -0.723068 | -0.718879 | -0.714690 | -0.710502 | -0.706313 | -0.702124 | -0.697935 | -0.693746 | -0.689558 | -0.685369 | -0.681180 | -0.676991 | -0.672803 | -0.668614 | -0.664425 | -0.660236 | -0.656047 | -0.651859 | -0.647670 | -0.643481 | -0.639292 | -0.635103 | -0.630915 | -0.626726 | -0.622537 | -0.618348 | -0.614159 | -0.609971 | -0.605782 | -0.601593 | -0.597404 | -0.593216 | -0.589027 | -0.584838 | -0.580649 | -0.576460 | -5.722716e-01 |
30 rows × 501 columns
Load customized dataset¶
Load the data with custom parameters and input-output naming.
dataset = create_benchmark_dataset(
"BurgersDataset", n_samples=20, n_x=700, fluid_viscosity=0.03
)
dataset
| GROUP | inputs | outputs | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VARIABLE | t | u_t | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| COMPONENT | 0 | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | ... | 660 | 661 | 662 | 663 | 664 | 665 | 666 | 667 | 668 | 669 | 670 | 671 | 672 | 673 | 674 | 675 | 676 | 677 | 678 | 679 | 680 | 681 | 682 | 683 | 684 | 685 | 686 | 687 | 688 | 689 | 690 | 691 | 692 | 693 | 694 | 695 | 696 | 697 | 698 | 699 |
| 0 | 0.000000 | -8.337238e-143 | 0.008989 | 0.017978 | 0.026966 | 0.035955 | 0.044944 | 0.053933 | 0.062922 | 0.071911 | 0.080899 | 0.089888 | 0.098877 | 0.107866 | 0.116855 | 0.125843 | 0.134832 | 0.143821 | 0.152810 | 0.161799 | 0.170788 | 0.179776 | 0.188765 | 0.197754 | 0.206743 | 0.215732 | 0.224721 | 0.233709 | 0.242698 | 0.251687 | 0.260676 | 0.269665 | 0.278653 | 0.287642 | 0.296631 | 0.305620 | 0.314609 | 0.323598 | 0.332586 | 0.341575 | ... | -0.350564 | -0.341575 | -0.332586 | -0.323598 | -0.314609 | -0.305620 | -0.296631 | -0.287642 | -0.278653 | -0.269665 | -0.260676 | -0.251687 | -0.242698 | -0.233709 | -0.224721 | -0.215732 | -0.206743 | -0.197754 | -0.188765 | -0.179776 | -0.170788 | -0.161799 | -0.152810 | -0.143821 | -0.134832 | -0.125843 | -0.116855 | -0.107866 | -0.098877 | -0.089888 | -0.080899 | -0.071911 | -0.062922 | -0.053933 | -0.044944 | -0.035955 | -0.026966 | -0.017978 | -0.008989 | 8.337238e-143 |
| 1 | 0.105263 | -3.809524e-01 | -0.372820 | -0.364687 | -0.356554 | -0.348421 | -0.340289 | -0.332156 | -0.324023 | -0.315890 | -0.307758 | -0.299625 | -0.291492 | -0.283359 | -0.275227 | -0.267094 | -0.258961 | -0.250829 | -0.242696 | -0.234563 | -0.226430 | -0.218298 | -0.210165 | -0.202032 | -0.193899 | -0.185767 | -0.177634 | -0.169501 | -0.161368 | -0.153236 | -0.145103 | -0.136970 | -0.128837 | -0.120705 | -0.112572 | -0.104439 | -0.096306 | -0.088174 | -0.080041 | -0.071908 | ... | -0.698129 | -0.689997 | -0.681864 | -0.673731 | -0.665598 | -0.657466 | -0.649333 | -0.641200 | -0.633067 | -0.624935 | -0.616802 | -0.608669 | -0.600536 | -0.592404 | -0.584271 | -0.576138 | -0.568005 | -0.559873 | -0.551740 | -0.543607 | -0.535474 | -0.527342 | -0.519209 | -0.511076 | -0.502944 | -0.494811 | -0.486678 | -0.478545 | -0.470413 | -0.462280 | -0.454147 | -0.446014 | -0.437882 | -0.429749 | -0.421616 | -0.413483 | -0.405351 | -0.397218 | -0.389085 | -3.809524e-01 |
| 2 | 0.210526 | -6.956522e-01 | -0.688227 | -0.680801 | -0.673376 | -0.665950 | -0.658524 | -0.651099 | -0.643673 | -0.636248 | -0.628822 | -0.621397 | -0.613971 | -0.606546 | -0.599120 | -0.591695 | -0.584269 | -0.576843 | -0.569418 | -0.561992 | -0.554567 | -0.547141 | -0.539716 | -0.532290 | -0.524865 | -0.517439 | -0.510013 | -0.502588 | -0.495162 | -0.487737 | -0.480311 | -0.472886 | -0.465460 | -0.458035 | -0.450609 | -0.443184 | -0.435758 | -0.428332 | -0.420907 | -0.413481 | ... | -0.985249 | -0.977823 | -0.970397 | -0.962972 | -0.955546 | -0.948121 | -0.940695 | -0.933270 | -0.925844 | -0.918419 | -0.910993 | -0.903567 | -0.896142 | -0.888716 | -0.881291 | -0.873865 | -0.866440 | -0.859014 | -0.851589 | -0.844163 | -0.836738 | -0.829312 | -0.821886 | -0.814461 | -0.807035 | -0.799610 | -0.792184 | -0.784759 | -0.777333 | -0.769908 | -0.762482 | -0.755057 | -0.747631 | -0.740205 | -0.732780 | -0.725354 | -0.717929 | -0.710503 | -0.703078 | -6.956522e-01 |
| 3 | 0.315789 | -9.600000e-01 | -0.953168 | -0.946337 | -0.939505 | -0.932674 | -0.925842 | -0.919011 | -0.912179 | -0.905348 | -0.898516 | -0.891685 | -0.884853 | -0.878022 | -0.871190 | -0.864359 | -0.857527 | -0.850696 | -0.843864 | -0.837033 | -0.830201 | -0.823370 | -0.816538 | -0.809707 | -0.802875 | -0.796044 | -0.789212 | -0.782381 | -0.775549 | -0.768718 | -0.761886 | -0.755055 | -0.748223 | -0.741392 | -0.734560 | -0.727729 | -0.720897 | -0.714066 | -0.707234 | -0.700403 | ... | -1.226429 | -1.219597 | -1.212766 | -1.205934 | -1.199103 | -1.192271 | -1.185440 | -1.178608 | -1.171777 | -1.164945 | -1.158114 | -1.151282 | -1.144451 | -1.137619 | -1.130788 | -1.123956 | -1.117125 | -1.110293 | -1.103462 | -1.096630 | -1.089799 | -1.082967 | -1.076136 | -1.069304 | -1.062473 | -1.055641 | -1.048810 | -1.041978 | -1.035147 | -1.028315 | -1.021484 | -1.014652 | -1.007821 | -1.000989 | -0.994158 | -0.987326 | -0.980495 | -0.973663 | -0.966832 | -9.600000e-01 |
| 4 | 0.421053 | -1.185185e+00 | -1.178860 | -1.172534 | -1.166209 | -1.159883 | -1.153558 | -1.147232 | -1.140907 | -1.134581 | -1.128256 | -1.121931 | -1.115605 | -1.109280 | -1.102954 | -1.096629 | -1.090303 | -1.083978 | -1.077652 | -1.071327 | -1.065001 | -1.058676 | -1.052350 | -1.046025 | -1.039699 | -1.033374 | -1.027049 | -1.020723 | -1.014398 | -1.008072 | -1.001747 | -0.995421 | -0.989096 | -0.982770 | -0.976445 | -0.970119 | -0.963794 | -0.957468 | -0.951143 | -0.944817 | ... | -1.431878 | -1.425553 | -1.419227 | -1.412902 | -1.406576 | -1.400251 | -1.393926 | -1.387600 | -1.381275 | -1.374949 | -1.368624 | -1.362298 | -1.355973 | -1.349647 | -1.343322 | -1.336996 | -1.330671 | -1.324345 | -1.318020 | -1.311695 | -1.305369 | -1.299044 | -1.292718 | -1.286393 | -1.280067 | -1.273742 | -1.267416 | -1.261091 | -1.254765 | -1.248440 | -1.242114 | -1.235789 | -1.229463 | -1.223138 | -1.216813 | -1.210487 | -1.204162 | -1.197836 | -1.191511 | -1.185185e+00 |
| 5 | 0.526316 | -1.379310e+00 | -1.373421 | -1.367532 | -1.361643 | -1.355753 | -1.349864 | -1.343975 | -1.338086 | -1.332197 | -1.326307 | -1.320418 | -1.314529 | -1.308640 | -1.302750 | -1.296861 | -1.290972 | -1.285083 | -1.279193 | -1.273304 | -1.267415 | -1.261526 | -1.255637 | -1.249747 | -1.243858 | -1.237969 | -1.232080 | -1.226190 | -1.220301 | -1.214412 | -1.208523 | -1.202634 | -1.196744 | -1.190855 | -1.184966 | -1.179077 | -1.173187 | -1.167298 | -1.161409 | -1.155520 | ... | -1.608990 | -1.603101 | -1.597212 | -1.591323 | -1.585433 | -1.579544 | -1.573655 | -1.567766 | -1.561876 | -1.555987 | -1.550098 | -1.544209 | -1.538319 | -1.532430 | -1.526541 | -1.520652 | -1.514763 | -1.508873 | -1.502984 | -1.497095 | -1.491206 | -1.485316 | -1.479427 | -1.473538 | -1.467649 | -1.461760 | -1.455870 | -1.449981 | -1.444092 | -1.438203 | -1.432313 | -1.426424 | -1.420535 | -1.414646 | -1.408756 | -1.402867 | -1.396978 | -1.391089 | -1.385200 | -1.379310e+00 |
| 6 | 0.631579 | -1.548387e+00 | -1.542878 | -1.537369 | -1.531859 | -1.526350 | -1.520841 | -1.515331 | -1.509822 | -1.504313 | -1.498804 | -1.493294 | -1.487785 | -1.482276 | -1.476766 | -1.471257 | -1.465748 | -1.460239 | -1.454729 | -1.449220 | -1.443711 | -1.438202 | -1.432692 | -1.427183 | -1.421674 | -1.416164 | -1.410655 | -1.405146 | -1.399637 | -1.394127 | -1.388618 | -1.383109 | -1.377600 | -1.372090 | -1.366581 | -1.361072 | -1.355562 | -1.350053 | -1.344544 | -1.339035 | ... | -1.763249 | -1.757740 | -1.752230 | -1.746721 | -1.741212 | -1.735703 | -1.730193 | -1.724684 | -1.719175 | -1.713665 | -1.708156 | -1.702647 | -1.697138 | -1.691628 | -1.686119 | -1.680610 | -1.675100 | -1.669591 | -1.664082 | -1.658573 | -1.653063 | -1.647554 | -1.642045 | -1.636536 | -1.631026 | -1.625517 | -1.620008 | -1.614498 | -1.608989 | -1.603480 | -1.597971 | -1.592461 | -1.586952 | -1.581443 | -1.575933 | -1.570424 | -1.564915 | -1.559406 | -1.553896 | -1.548387e+00 |
| 7 | 0.736842 | -1.696970e+00 | -1.691794 | -1.686619 | -1.681444 | -1.676268 | -1.671093 | -1.665917 | -1.660742 | -1.655567 | -1.650391 | -1.645216 | -1.640041 | -1.634865 | -1.629690 | -1.624514 | -1.619339 | -1.614164 | -1.608988 | -1.603813 | -1.598637 | -1.593462 | -1.588287 | -1.583111 | -1.577936 | -1.572761 | -1.567585 | -1.562410 | -1.557234 | -1.552059 | -1.546884 | -1.541708 | -1.536533 | -1.531357 | -1.526182 | -1.521007 | -1.515831 | -1.510656 | -1.505481 | -1.500305 | ... | 1.718490 | 1.723456 | 1.728271 | 1.732827 | 1.736938 | 1.740284 | 1.742318 | 1.742106 | 1.738055 | 1.727478 | 1.705888 | 1.665968 | 1.596225 | 1.479805 | 1.294893 | 1.019672 | 0.644759 | 0.189722 | -0.291873 | -0.733200 | -1.087158 | -1.341526 | -1.509765 | -1.614465 | -1.676581 | -1.711763 | -1.730488 | -1.739361 | -1.742408 | -1.742031 | -1.739653 | -1.736106 | -1.731879 | -1.727255 | -1.722400 | -1.717412 | -1.712345 | -1.707233 | -1.702094 | -1.696940e+00 |
| 8 | 0.842105 | -1.828571e+00 | -1.823692 | -1.818812 | -1.813932 | -1.809053 | -1.804173 | -1.799294 | -1.794414 | -1.789534 | -1.784655 | -1.779775 | -1.774895 | -1.770016 | -1.765136 | -1.760256 | -1.755377 | -1.750497 | -1.745617 | -1.740738 | -1.735858 | -1.730979 | -1.726099 | -1.721219 | -1.716340 | -1.711460 | -1.706580 | -1.701701 | -1.696821 | -1.691941 | -1.687062 | -1.682182 | -1.677302 | -1.672423 | -1.667543 | -1.662663 | -1.657784 | -1.652904 | -1.648025 | -1.643145 | ... | 1.391994 | 1.396874 | 1.401754 | 1.406633 | 1.411513 | 1.416393 | 1.421272 | 1.426152 | 1.431032 | 1.435911 | 1.440791 | 1.445671 | 1.450550 | 1.455430 | 1.460309 | 1.465189 | 1.470069 | 1.474948 | 1.479828 | 1.484708 | 1.489587 | 1.494467 | 1.499347 | 1.504226 | 1.509106 | 1.513986 | 1.518865 | 1.523745 | 1.528624 | 1.533504 | 1.538384 | 1.543263 | 1.548143 | 1.553022 | 1.557902 | 1.562781 | 1.567660 | 1.572538 | 1.577416 | 1.582292e+00 |
| 9 | 0.947368 | -1.945946e+00 | -1.941330 | -1.936714 | -1.932098 | -1.927482 | -1.922867 | -1.918251 | -1.913635 | -1.909019 | -1.904403 | -1.899787 | -1.895171 | -1.890555 | -1.885939 | -1.881324 | -1.876708 | -1.872092 | -1.867476 | -1.862860 | -1.858244 | -1.853628 | -1.849012 | -1.844397 | -1.839781 | -1.835165 | -1.830549 | -1.825933 | -1.821317 | -1.816701 | -1.812085 | -1.807470 | -1.802854 | -1.798238 | -1.793622 | -1.789006 | -1.784390 | -1.779774 | -1.775158 | -1.770542 | ... | 1.100535 | 1.105151 | 1.109767 | 1.114383 | 1.118999 | 1.123615 | 1.128231 | 1.132846 | 1.137462 | 1.142078 | 1.146694 | 1.151310 | 1.155926 | 1.160542 | 1.165158 | 1.169773 | 1.174389 | 1.179005 | 1.183621 | 1.188237 | 1.192853 | 1.197469 | 1.202085 | 1.206701 | 1.211316 | 1.215932 | 1.220548 | 1.225164 | 1.229780 | 1.234396 | 1.239012 | 1.243628 | 1.248243 | 1.252859 | 1.257475 | 1.262091 | 1.266707 | 1.271323 | 1.275939 | 1.280555e+00 |
| 10 | 1.052632 | -2.051282e+00 | -2.046903 | -2.042524 | -2.038145 | -2.033765 | -2.029386 | -2.025007 | -2.020628 | -2.016249 | -2.011870 | -2.007490 | -2.003111 | -1.998732 | -1.994353 | -1.989974 | -1.985595 | -1.981215 | -1.976836 | -1.972457 | -1.968078 | -1.963699 | -1.959320 | -1.954940 | -1.950561 | -1.946182 | -1.941803 | -1.937424 | -1.933044 | -1.928665 | -1.924286 | -1.919907 | -1.915528 | -1.911149 | -1.906769 | -1.902390 | -1.898011 | -1.893632 | -1.889253 | -1.884874 | ... | 0.838969 | 0.843349 | 0.847728 | 0.852107 | 0.856486 | 0.860865 | 0.865244 | 0.869624 | 0.874003 | 0.878382 | 0.882761 | 0.887140 | 0.891519 | 0.895899 | 0.900278 | 0.904657 | 0.909036 | 0.913415 | 0.917794 | 0.922174 | 0.926553 | 0.930932 | 0.935311 | 0.939690 | 0.944069 | 0.948449 | 0.952828 | 0.957207 | 0.961586 | 0.965965 | 0.970344 | 0.974724 | 0.979103 | 0.983482 | 0.987861 | 0.992240 | 0.996619 | 1.000999 | 1.005378 | 1.009757e+00 |
| 11 | 1.157895 | -2.146341e+00 | -2.142176 | -2.138010 | -2.133845 | -2.129679 | -2.125514 | -2.121348 | -2.117183 | -2.113017 | -2.108852 | -2.104686 | -2.100520 | -2.096355 | -2.092189 | -2.088024 | -2.083858 | -2.079693 | -2.075527 | -2.071362 | -2.067196 | -2.063030 | -2.058865 | -2.054699 | -2.050534 | -2.046368 | -2.042203 | -2.038037 | -2.033872 | -2.029706 | -2.025540 | -2.021375 | -2.017209 | -2.013044 | -2.008878 | -2.004713 | -2.000547 | -1.996382 | -1.992216 | -1.988051 | ... | 0.602922 | 0.607088 | 0.611253 | 0.615419 | 0.619584 | 0.623750 | 0.627915 | 0.632081 | 0.636246 | 0.640412 | 0.644578 | 0.648743 | 0.652909 | 0.657074 | 0.661240 | 0.665405 | 0.669571 | 0.673736 | 0.677902 | 0.682068 | 0.686233 | 0.690399 | 0.694564 | 0.698730 | 0.702895 | 0.707061 | 0.711226 | 0.715392 | 0.719557 | 0.723723 | 0.727889 | 0.732054 | 0.736220 | 0.740385 | 0.744551 | 0.748716 | 0.752882 | 0.757047 | 0.761213 | 7.653786e-01 |
| 12 | 1.263158 | -2.232558e+00 | -2.228586 | -2.224615 | -2.220643 | -2.216671 | -2.212699 | -2.208727 | -2.204756 | -2.200784 | -2.196812 | -2.192840 | -2.188868 | -2.184896 | -2.180925 | -2.176953 | -2.172981 | -2.169009 | -2.165037 | -2.161066 | -2.157094 | -2.153122 | -2.149150 | -2.145178 | -2.141207 | -2.137235 | -2.133263 | -2.129291 | -2.125319 | -2.121348 | -2.117376 | -2.113404 | -2.109432 | -2.105460 | -2.101489 | -2.097517 | -2.093545 | -2.089573 | -2.085601 | -2.081630 | ... | 0.388833 | 0.392804 | 0.396776 | 0.400748 | 0.404720 | 0.408692 | 0.412664 | 0.416635 | 0.420607 | 0.424579 | 0.428551 | 0.432523 | 0.436494 | 0.440466 | 0.444438 | 0.448410 | 0.452382 | 0.456353 | 0.460325 | 0.464297 | 0.468269 | 0.472241 | 0.476212 | 0.480184 | 0.484156 | 0.488128 | 0.492100 | 0.496071 | 0.500043 | 0.504015 | 0.507987 | 0.511959 | 0.515930 | 0.519902 | 0.523874 | 0.527846 | 0.531818 | 0.535789 | 0.539761 | 5.437330e-01 |
| 13 | 1.368421 | -2.311111e+00 | -2.307316 | -2.303521 | -2.299725 | -2.295930 | -2.292135 | -2.288339 | -2.284544 | -2.280749 | -2.276954 | -2.273158 | -2.269363 | -2.265568 | -2.261772 | -2.257977 | -2.254182 | -2.250387 | -2.246591 | -2.242796 | -2.239001 | -2.235206 | -2.231410 | -2.227615 | -2.223820 | -2.220024 | -2.216229 | -2.212434 | -2.208639 | -2.204843 | -2.201048 | -2.197253 | -2.193457 | -2.189662 | -2.185867 | -2.182072 | -2.178276 | -2.174481 | -2.170686 | -2.166890 | ... | 0.193773 | 0.197569 | 0.201364 | 0.205159 | 0.208955 | 0.212750 | 0.216545 | 0.220340 | 0.224136 | 0.227931 | 0.231726 | 0.235522 | 0.239317 | 0.243112 | 0.246907 | 0.250703 | 0.254498 | 0.258293 | 0.262088 | 0.265884 | 0.269679 | 0.273474 | 0.277270 | 0.281065 | 0.284860 | 0.288655 | 0.292451 | 0.296246 | 0.300041 | 0.303837 | 0.307632 | 0.311427 | 0.315222 | 0.319018 | 0.322813 | 0.326608 | 0.330404 | 0.334199 | 0.337994 | 3.417894e-01 |
| 14 | 1.473684 | -2.382979e+00 | -2.379345 | -2.375711 | -2.372077 | -2.368444 | -2.364810 | -2.361176 | -2.357542 | -2.353908 | -2.350275 | -2.346641 | -2.343007 | -2.339373 | -2.335740 | -2.332106 | -2.328472 | -2.324838 | -2.321204 | -2.317571 | -2.313937 | -2.310303 | -2.306669 | -2.303036 | -2.299402 | -2.295768 | -2.292134 | -2.288500 | -2.284867 | -2.281233 | -2.277599 | -2.273965 | -2.270332 | -2.266698 | -2.263064 | -2.259430 | -2.255796 | -2.252163 | -2.248529 | -2.244895 | ... | 0.015315 | 0.018949 | 0.022583 | 0.026216 | 0.029850 | 0.033484 | 0.037118 | 0.040751 | 0.044385 | 0.048019 | 0.051653 | 0.055287 | 0.058920 | 0.062554 | 0.066188 | 0.069822 | 0.073455 | 0.077089 | 0.080723 | 0.084357 | 0.087991 | 0.091624 | 0.095258 | 0.098892 | 0.102526 | 0.106159 | 0.109793 | 0.113427 | 0.117061 | 0.120695 | 0.124328 | 0.127962 | 0.131596 | 0.135230 | 0.138863 | 0.142497 | 0.146131 | 0.149765 | 0.153399 | 1.570324e-01 |
| 15 | 1.578947 | -2.448980e+00 | -2.445494 | -2.442009 | -2.438523 | -2.435038 | -2.431552 | -2.428067 | -2.424581 | -2.421096 | -2.417610 | -2.414125 | -2.410640 | -2.407154 | -2.403669 | -2.400183 | -2.396698 | -2.393212 | -2.389727 | -2.386241 | -2.382756 | -2.379270 | -2.375785 | -2.372299 | -2.368814 | -2.365329 | -2.361843 | -2.358358 | -2.354872 | -2.351387 | -2.347901 | -2.344416 | -2.340930 | -2.337445 | -2.333959 | -2.330474 | -2.326988 | -2.323503 | -2.320018 | -2.316532 | ... | -0.148575 | -0.145090 | -0.141604 | -0.138119 | -0.134634 | -0.131148 | -0.127663 | -0.124177 | -0.120692 | -0.117206 | -0.113721 | -0.110235 | -0.106750 | -0.103264 | -0.099779 | -0.096293 | -0.092808 | -0.089323 | -0.085837 | -0.082352 | -0.078866 | -0.075381 | -0.071895 | -0.068410 | -0.064924 | -0.061439 | -0.057953 | -0.054468 | -0.050983 | -0.047497 | -0.044012 | -0.040526 | -0.037041 | -0.033555 | -0.030070 | -0.026584 | -0.023099 | -0.019613 | -0.016128 | -1.264243e-02 |
| 16 | 1.684211 | -2.509804e+00 | -2.506455 | -2.503106 | -2.499758 | -2.496409 | -2.493060 | -2.489711 | -2.486362 | -2.483014 | -2.479665 | -2.476316 | -2.472967 | -2.469619 | -2.466270 | -2.462921 | -2.459572 | -2.456224 | -2.452875 | -2.449526 | -2.446177 | -2.442828 | -2.439480 | -2.436131 | -2.432782 | -2.429433 | -2.426085 | -2.422736 | -2.419387 | -2.416038 | -2.412689 | -2.409341 | -2.405992 | -2.402643 | -2.399294 | -2.395946 | -2.392597 | -2.389248 | -2.385899 | -2.382550 | ... | -0.299612 | -0.296263 | -0.292914 | -0.289565 | -0.286217 | -0.282868 | -0.279519 | -0.276170 | -0.272821 | -0.269473 | -0.266124 | -0.262775 | -0.259426 | -0.256078 | -0.252729 | -0.249380 | -0.246031 | -0.242682 | -0.239334 | -0.235985 | -0.232636 | -0.229287 | -0.225939 | -0.222590 | -0.219241 | -0.215892 | -0.212543 | -0.209195 | -0.205846 | -0.202497 | -0.199148 | -0.195800 | -0.192451 | -0.189102 | -0.185753 | -0.182404 | -0.179056 | -0.175707 | -0.172358 | -1.690094e-01 |
| 17 | 1.789474 | -2.566038e+00 | -2.562815 | -2.559593 | -2.556371 | -2.553148 | -2.549926 | -2.546703 | -2.543481 | -2.540258 | -2.537036 | -2.533814 | -2.530591 | -2.527369 | -2.524146 | -2.520924 | -2.517702 | -2.514479 | -2.511257 | -2.508034 | -2.504812 | -2.501590 | -2.498367 | -2.495145 | -2.491922 | -2.488700 | -2.485478 | -2.482255 | -2.479033 | -2.475810 | -2.472588 | -2.469366 | -2.466143 | -2.462921 | -2.459698 | -2.456476 | -2.453253 | -2.450031 | -2.446809 | -2.443586 | ... | -0.439249 | -0.436027 | -0.432804 | -0.429582 | -0.426359 | -0.423137 | -0.419915 | -0.416692 | -0.413470 | -0.410247 | -0.407025 | -0.403802 | -0.400580 | -0.397358 | -0.394135 | -0.390913 | -0.387690 | -0.384468 | -0.381246 | -0.378023 | -0.374801 | -0.371578 | -0.368356 | -0.365134 | -0.361911 | -0.358689 | -0.355466 | -0.352244 | -0.349022 | -0.345799 | -0.342577 | -0.339354 | -0.336132 | -0.332910 | -0.329687 | -0.326465 | -0.323242 | -0.320020 | -0.316797 | -3.135751e-01 |
| 18 | 1.894737 | -2.618182e+00 | -2.615077 | -2.611971 | -2.608866 | -2.605761 | -2.602656 | -2.599550 | -2.596445 | -2.593340 | -2.590235 | -2.587130 | -2.584024 | -2.580919 | -2.577814 | -2.574709 | -2.571603 | -2.568498 | -2.565393 | -2.562288 | -2.559182 | -2.556077 | -2.552972 | -2.549867 | -2.546762 | -2.543656 | -2.540551 | -2.537446 | -2.534341 | -2.531235 | -2.528130 | -2.525025 | -2.521920 | -2.518814 | -2.515709 | -2.512604 | -2.509499 | -2.506394 | -2.503288 | -2.500183 | ... | -0.568731 | -0.565626 | -0.562520 | -0.559415 | -0.556310 | -0.553205 | -0.550099 | -0.546994 | -0.543889 | -0.540784 | -0.537679 | -0.534573 | -0.531468 | -0.528363 | -0.525258 | -0.522152 | -0.519047 | -0.515942 | -0.512837 | -0.509731 | -0.506626 | -0.503521 | -0.500416 | -0.497311 | -0.494205 | -0.491100 | -0.487995 | -0.484890 | -0.481784 | -0.478679 | -0.475574 | -0.472469 | -0.469363 | -0.466258 | -0.463153 | -0.460048 | -0.456943 | -0.453837 | -0.450732 | -4.476269e-01 |
| 19 | 2.000000 | -2.666667e+00 | -2.663670 | -2.660674 | -2.657678 | -2.654682 | -2.651685 | -2.648689 | -2.645693 | -2.642696 | -2.639700 | -2.636704 | -2.633708 | -2.630711 | -2.627715 | -2.624719 | -2.621723 | -2.618726 | -2.615730 | -2.612734 | -2.609737 | -2.606741 | -2.603745 | -2.600749 | -2.597752 | -2.594756 | -2.591760 | -2.588764 | -2.585767 | -2.582771 | -2.579775 | -2.576778 | -2.573782 | -2.570786 | -2.567790 | -2.564793 | -2.561797 | -2.558801 | -2.555805 | -2.552808 | ... | -0.689126 | -0.686130 | -0.683134 | -0.680137 | -0.677141 | -0.674145 | -0.671149 | -0.668152 | -0.665156 | -0.662160 | -0.659163 | -0.656167 | -0.653171 | -0.650175 | -0.647178 | -0.644182 | -0.641186 | -0.638190 | -0.635193 | -0.632197 | -0.629201 | -0.626204 | -0.623208 | -0.620212 | -0.617216 | -0.614219 | -0.611223 | -0.608227 | -0.605231 | -0.602234 | -0.599238 | -0.596242 | -0.593245 | -0.590249 | -0.587253 | -0.584257 | -0.581260 | -0.578264 | -0.575268 | -5.722716e-01 |
20 rows × 701 columns
Plot the data¶
Curves(dataset, "x", "u_t").execute(save=False, show=True)
[<Figure size 640x480 with 1 Axes>]
Total running time of the script: ( 0 minutes 0.414 seconds)