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dwar 0.468353 1.052135 -1.161554 0.211495 0.129960 0.483063 -0.198947 -0.124041 -0.159584 -0.134885 -0.065556 -0.445761 -0.514144 -0.132899 0.539501 -0.128034 -0.116512 0.287079 0.639504 1.214139 -0.175197 -0.224741 0.900995 -0.068572 0.271996 -1.139933 0.623493 0.660898 0.382552 0.441120 0.060053 -1.178083 0.761762 -0.092765 -0.183216 0.495288 0.275495 0.644796 -0.455407 0.012601 0.223636 -0.477799 -0.233280 -0.245365 -0.952712 -0.289831 0.973711 -0.305145 0.016763 0.565935 -0.158003 -0.224759 0.251360 0.034899 -0.783768 0.551207 0.357057 0.085078 -0.243519 0.636481 0.588610 -0.343206 0.423231 0.354455 -0.309364 -1.047285 0.709383 -0.291905 0.312228 -0.113340 -0.405576 -0.414429 -1.071602 -0.998194 0.505056 0.035824 0.404724 -0.101462 0.064636 0.237364 -0.156106 -0.650329 -0.007953 0.023251 0.459648 -0.365494 0.450670 0.167240 0.427831 -1.025835 -0.100775 -0.530122 0.356737 -0.484540 -0.316824 0.222149 0.437667 -0.193450 -0.271946 -0.326181 0.289279 -0.720636 0.952752 0.083099 -0.535246 -0.637965 -0.269514 0.106402 0.246368 -1.190506 -0.173278 0.275342 -0.427365 0.295509 -0.042348 0.528940 0.077062 0.748417 -0.452002 1.290734 -0.331635 0.421854 -0.022347 -0.382738 -0.359074 0.095591 -0.127689 0.010212 -0.456939 0.475488 -0.238092 0.502097 -0.115143 0.214197 0.147547 -0.768733 0.088974 -0.058628 -0.009966 0.816340 -1.025766 0.197956 -0.231236 0.194269 0.492831 0.415381 0.091322 0.010612 -1.023574 0.501215 1.169618 0.263469 -0.794589 0.332989 -0.825122 0.162335 -0.142910 0.046061 0.172614 0.626184 -0.646299 0.521279 -0.043689 1.807098 0.815352 -0.268157 -0.251139 -0.844962 -0.881935 0.065165 0.276581 -2.842639 0.134162 1.047667 0.518474 0.325242 -0.382671 -0.192912 0.071576 -0.638782 0.147486 -0.233693 0.476496 -0.180112 0.583101 -0.818240 -0.237384 -0.064186 0.410729 -1.686947 0.735429 2.162440 0.527224 0.240689 0.580019 -0.147479 -1.040190 0.902437 -0.475029 -0.261570 1.032790 0.650340 -0.002154 -0.342558 0.186305 -0.050201 -0.033627 0.918536 -0.052251 -0.482967 0.564838 0.434684 0.068967 -1.520130 0.350553 0.106222 1.246045 -0.250865 0.508993 -0.619414 0.027981 -0.264772 0.382392 0.028209 -0.120245 0.009962 -0.243316 0.038850 0.172217 0.900047 1.230926 -0.001535 -0.231246 0.399386 -0.739942 -0.411428 -0.695216 0.351224 -0.698150 0.673630 0.696488 -0.418678 0.042195 -0.006929 0.782967 0.270240 -1.164252 -0.720659 0.074910 0.224412 -0.438495 0.307461 0.437077 -0.360250 -0.096794 -0.247129 -0.038534 0.249087 2.902116 0.432593 0.228344 0.827310 0.232020 0.420141 -0.266344 -0.215925 -0.326332 0.455842 0.546773 -0.472060 0.163713 -0.829009 -0.447879 0.479124 0.464217 0.880185 1.271575 0.256274 -0.195768 -0.270065 0.853723 -0.387097 -0.001189 0.287157 0.434443 -0.408331 -0.238575 0.456804 -0.637875 -1.180597 -0.035955 0.428643 -0.701855 -0.278126 0.000704 -0.105227 -0.845105 1.009791 -0.598270 -0.100169
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qed -0.150009 0.405120 -0.711928 0.304667 1.051155 0.287622 -0.032419 0.118316 -0.111399 -0.357472 0.083038 -0.154408 -0.131245 -0.226937 0.423731 -0.090582 0.278563 1.117455 -0.198948 1.177924 0.213268 0.426334 -0.709608 -0.665331 -0.088720 -0.126729 0.805945 -0.367555 0.877303 0.299126 0.620306 -0.854389 0.280310 0.308936 -0.300341 0.027324 0.415701 0.208911 0.861897 -0.835456 -0.134882 0.259182 0.237454 -0.375479 0.091108 -1.063200 0.876116 0.468371 -0.327628 0.249125 0.121281 -0.382726 1.020952 0.305288 -0.433677 0.613449 -0.207401 0.207173 0.100509 -0.348839 1.482736 -0.532683 0.154694 -0.266084 -0.180907 -0.506031 -0.101410 0.212235 0.066489 0.437910 0.015891 0.533067 -0.698054 -0.218442 -0.379206 -0.195789 -0.022116 0.234562 -0.315225 -0.150292 -0.165695 0.389827 0.299439 0.237552 -0.420396 -0.418080 0.133573 0.140365 0.194222 -0.350319 -0.063482 -0.390605 0.896726 -0.271188 0.820394 -0.092521 0.137831 0.244155 -1.396847 0.096037 0.123855 -0.267961 0.958356 -0.032460 -0.033951 -0.040286 -0.490667 0.748072 0.431037 -0.296691 -0.235963 0.027760 0.926470 -0.239752 -0.366339 0.163603 -0.026093 0.367320 -0.243468 0.302962 0.783095 -0.505340 0.435872 -0.714614 0.439886 -0.247322 -0.815568 -0.654543 -0.073715 0.762436 0.649399 -0.193431 0.740545 -0.071277 0.273858 0.249274 -0.735778 -0.322496 0.375301 -0.606714 -0.484421 0.432256 0.101656 0.174231 -0.288906 0.167821 0.194926 0.068053 0.669930 -0.660398 0.339276 0.300382 0.821220 0.606422 -1.800577 0.455689 0.236623 0.332689 0.752457 0.061560 0.142367 0.818042 0.180357 2.516767 -0.248568 0.850446 0.362646 -0.242575 -1.142045 -0.114596 -0.047497 -2.323675 -0.386246 0.190674 -0.520443 -0.108241 -0.000742 -0.002443 -0.437526 -0.038295 0.220049 -0.072765 0.316100 -0.669005 0.346105 -0.788864 0.054149 0.208040 -0.326975 -1.024325 -0.401082 1.947267 0.477512 0.209750 -0.606891 -0.327716 -0.280396 1.172304 -0.637941 0.280888 1.185261 0.985971 0.466690 0.258560 0.691764 0.049076 1.019906 0.640746 0.238492 -0.147057 -0.548010 0.604470 -0.470035 -0.133342 -0.062501 0.405559 1.496459 -0.067313 0.253515 0.218232 -0.257720 0.232123 0.138619 -0.192728 -0.283016 -0.318883 -0.414666 -0.369696 0.605836 1.405755 -0.107055 -0.121656 -0.139695 0.232033 0.267282 -0.277678 0.286770 -0.174411 0.560914 0.290410 -0.277333 -0.260067 0.026325 0.260969 -0.654240 -0.066966 0.270073 -1.105967 0.013097 -0.761284 -0.250483 0.244853 -0.052164 -1.101939 -1.089092 -0.167937 -0.299579 0.350004 1.182341 0.308006 0.205370 -0.464582 0.359000 -0.656406 -0.183376 -0.117033 -1.175198 -0.283860 0.088653 0.318919 -0.274565 -0.533947 -0.543412 -0.048973 0.665668 -0.773765 -0.102306 -0.396237 -0.679792 0.165826 0.255922 0.254573 -0.501729 -0.068641 -0.367519 0.506609 -0.081779 -0.214017 0.728467 -0.408830 -0.117676 0.344870 0.867305 -0.251165 0.571778 0.429251 -0.418395 0.506766 0.667574 -0.024171
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- -0.534117 -0.000617 -0.039844 0.398227 0.246907 0.193036 -0.308534 -0.200493 0.646756 -0.395699 0.528289 -1.225445 0.172547 -0.189035 0.981441 -0.244716 -0.292397 0.584458 0.816841 1.336204 0.099455 0.051267 0.152269 -0.361269 0.503037 -0.527998 0.140653 0.029061 -0.199097 -0.872272 0.890875 -0.083649 -0.785708 0.300940 0.258148 0.281730 0.204795 -0.302202 0.180407 0.655458 0.260736 0.523700 -0.410137 0.363808 0.165541 -0.719156 -0.172242 0.652647 -0.414285 0.115966 -0.574573 -0.541467 0.715634 0.723947 0.408201 0.033580 -0.369770 0.194872 0.202517 0.475060 2.170673 0.111452 0.032738 0.694985 0.376930 -1.099179 -0.641222 -0.198961 -0.290579 0.668303 -0.524688 0.502359 0.524494 0.703037 0.520804 -0.012375 0.299466 -0.654697 -0.325047 -0.797205 0.661034 -1.262498 -0.159172 -0.097265 0.428367 0.733617 0.773918 0.567577 0.705942 -0.387857 -0.453111 -0.510403 0.001410 -0.643229 0.019748 -0.880443 -0.228186 -0.096766 -0.944222 -0.211874 -0.563391 -0.147941 0.709868 1.554994 -0.449160 -1.011652 -0.527592 0.322242 0.221286 -0.722028 -1.462990 -0.331810 0.125305 0.318385 -0.159717 0.622817 -0.019733 0.334996 -0.892812 -0.337045 0.561804 -0.278546 0.478405 0.287960 0.698432 0.532337 0.602401 0.045963 -0.606705 0.546744 0.031045 -0.621052 0.033896 -0.303762 -0.226673 0.311654 -1.109591 -0.704704 1.167221 0.550410 -0.489906 0.162493 -0.154048 -0.744149 0.892582 0.209120 -0.205504 -0.904857 0.086023 0.558201 0.712455 -0.114455 0.512642 -0.471399 -1.745946 -0.110773 0.561342 0.319921 -0.255449 0.110083 0.535969 0.074508 0.204087 1.127831 -0.658052 0.161407 -0.092167 0.485188 -0.930064 0.128007 -0.107532 -1.787178 0.544181 -0.092065 -0.484014 -0.874365 -1.003380 0.171182 0.238686 -0.396848 0.076624 1.278426 0.656668 -0.548563 -0.008906 -1.116483 -0.843338 1.047122 -0.223431 -0.474118 0.074440 0.787481 0.667142 0.343342 -0.851152 0.685487 -1.095266 0.786101 -0.135009 -0.330011 0.714757 0.283457 0.040479 -0.273183 0.453376 0.645146 0.431250 0.366385 -0.480152 -0.886248 -0.007818 0.853582 -0.591784 -1.131258 0.261967 0.494864 1.229231 -0.729974 0.070376 -0.694845 -0.593818 -0.162621 0.655166 0.694638 -0.828634 0.307586 0.324136 -0.307785 0.075317 0.828690 0.908696 -0.109275 -0.226431 0.363402 -0.301670 0.310983 -0.202483 0.097221 0.154075 -0.774204 1.305209 -1.228807 0.389494 0.394439 0.621794 -0.033694 -0.388463 0.139464 -0.160966 -0.283686 0.290681 -0.202091 0.172772 -0.929528 -0.287462 -0.538188 -0.240303 -0.641594 0.923118 0.361451 -0.406423 0.509767 -0.371570 -0.539031 -0.325875 -0.302028 -0.391643 -0.560485 -0.110585 -0.273286 -0.135357 -0.605064 -0.762546 -0.388418 0.289938 0.539281 -0.554874 -0.338663 -0.398360 0.651335 0.492087 0.586629 -0.169111 -0.347822 -0.307514 0.421949 -0.679767 -0.279401 0.068634 -0.137270 0.172164 0.933983 0.415101 -0.714883 0.034065 0.070515 0.170005 0.822452 1.307739 -0.014739
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se 0.372905 -0.254066 0.466287 -0.329975 0.163037 -0.414140 -0.275146 0.241499 0.079083 -0.217296 0.442085 0.281065 0.057015 -0.304842 0.429797 0.205979 -0.157494 0.728257 -0.224052 0.993231 0.031310 -0.024450 0.477585 -0.620231 0.115212 -0.953851 0.375579 0.046713 0.652765 0.239282 0.458835 -0.917805 0.702363 0.262037 0.248194 0.822507 0.900384 1.142522 0.617748 0.155002 -0.368218 0.228732 0.330622 0.242858 0.252550 -0.399768 0.502582 0.662419 0.119731 0.779007 0.462735 -0.417892 0.046321 0.235241 -0.159850 0.069437 -0.605538 -0.241390 -0.351535 -0.525539 1.466552 -0.062916 0.295482 -0.120041 0.038792 -0.826800 -0.150497 0.239153 0.853614 -0.076565 -0.782148 -0.749976 -0.677527 0.201098 0.098525 0.911642 0.160162 -0.078085 0.442865 0.079189 -0.278777 -0.880515 0.589706 0.396059 -0.390936 -0.402788 0.536575 0.164632 -0.423546 -0.160032 -0.440755 -0.269539 0.340728 -0.148481 0.273876 0.307597 -0.399509 -0.174657 -1.022293 -0.247013 0.147377 -0.272787 0.649478 0.121952 -0.931092 -0.814717 0.056641 -0.234942 0.136662 -0.309147 -0.517496 0.062731 0.273812 -0.152057 -1.145339 0.550157 0.189769 0.359048 0.185547 -0.331876 -0.124074 -0.396704 0.840111 -0.988698 0.411198 -0.229747 -0.247751 0.238939 -0.215126 0.286035 0.209188 0.041701 -0.091131 -0.143031 0.375787 1.082196 -1.159695 0.324199 1.169951 -0.294693 -0.377230 0.583524 0.736195 -0.003272 -0.094001 0.565395 0.316077 -0.084965 -0.190780 -0.227923 0.640415 -0.039713 0.403527 0.226363 -1.217525 0.053199 -0.280179 -0.893980 0.068469 0.128716 0.086554 0.586456 -0.285951 2.099888 -0.251573 -0.195133 -0.207329 0.017349 -0.369136 -0.357951 0.266807 -2.787536 0.682567 -0.605345 0.417853 -0.649459 -0.368829 -0.628165 -0.166052 0.308223 0.962997 0.692238 0.255435 -0.181093 -0.142996 -0.881382 0.080231 -0.610285 0.424429 -1.023603 -0.039398 1.676307 0.315525 -0.365166 0.733207 -0.276144 0.126495 0.527864 -0.975886 0.326098 1.012695 0.149964 0.476959 0.268478 -0.006476 1.262120 0.640142 0.708184 -0.053671 0.088798 0.531199 -0.673983 -0.762500 -0.511095 -0.136482 0.921320 0.242210 -0.747157 -0.031572 0.077771 -0.548909 0.670266 -0.049320 0.457825 0.684757 0.743393 0.444836 -0.509200 0.222441 0.357767 0.312889 0.307847 -0.006155 0.129451 -0.463921 0.266551 0.317176 -0.038752 0.243798 0.299415 0.795827 -0.461203 0.022899 -0.250814 -0.839061 0.273913 0.131354 0.368959 -0.498913 0.077910 0.815555 -0.277852 0.036776 -0.697687 -0.625312 0.235275 0.299427 0.123032 0.928374 -0.449237 0.092009 -0.242876 0.507094 -0.223361 -0.060429 -0.231656 -0.084832 0.058870 0.880697 0.613146 -0.338370 -1.763186 -0.459453 -0.199254 -0.301210 0.478329 -0.423316 -0.207721 -0.909874 -0.012591 0.000159 0.362251 -0.373912 -0.163699 -0.158991 0.281264 -1.204742 -0.611408 0.484403 -0.314443 -0.228787 0.735409 -0.343591 -0.157914 0.948273 -0.447171 -0.194347 0.230596 0.158587 -0.947504
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meta 0.586037 0.700834 -0.491331 -0.802587 -0.211734 -0.524137 0.524787 0.621987 0.437368 -0.249130 0.474837 -1.147315 -0.681174 0.047479 -0.477382 0.286510 0.413990 -0.033663 0.718820 0.693706 0.572122 0.340285 0.547515 0.042683 -0.081302 0.142098 0.329854 0.793005 0.651751 -0.272932 0.633746 -0.442421 0.164319 -0.509633 0.362470 -0.141604 0.547020 0.308841 0.948506 -0.106368 -0.163061 -0.314429 0.414005 -0.526486 -0.248789 -0.198368 0.164041 0.099000 -1.025178 1.092083 0.040308 0.289449 0.110763 0.891226 -0.078107 0.007163 -0.090686 -0.079997 -0.199844 0.739805 0.758969 0.111960 -0.199688 -0.405913 -0.028397 -0.452332 -0.219888 0.172826 -0.170587 0.079378 -0.158529 -0.186230 -0.464002 -0.063056 0.836144 -0.610935 0.024122 -0.496796 -0.600450 0.453489 -0.279705 0.269565 -0.014209 -0.364204 -0.027694 -0.619949 0.172462 0.319858 0.130910 -0.293733 0.280507 -0.784249 0.665082 -0.327684 0.225523 -0.687528 -0.524412 -0.597790 0.122779 -0.300439 -0.215577 -0.079368 0.375365 0.626076 -0.298891 0.560654 -0.693264 0.569592 1.016607 1.234251 -0.293907 0.331298 0.109511 0.292380 -0.439839 -0.200530 0.043789 -0.401369 -0.295477 -0.288270 -0.011097 -0.151063 0.195518 -0.343941 -0.278438 -0.200765 -0.128551 -0.007193 -0.040594 1.070867 0.166054 0.183009 -0.329351 0.081752 0.356260 0.629470 -0.393654 0.045288 1.176106 0.088050 -0.236597 0.414565 -0.017192 0.902209 0.385604 0.309997 0.315084 0.580411 -0.220955 -0.915628 0.944885 0.231373 0.269580 0.958365 -1.201104 -0.198178 0.012534 -0.462357 -0.729943 -0.521621 0.210918 0.326542 -0.713485 2.674382 -1.099347 0.593228 0.426863 0.406236 -0.094310 0.289995 0.474343 -2.372306 -0.468938 0.164417 -0.268235 0.471290 0.278170 -1.074656 -0.060550 0.153195 0.126342 0.114559 0.267307 -0.117296 -0.516152 -0.638261 0.244077 -0.853743 -0.309315 -0.658156 -0.519624 2.030870 0.010441 0.167847 0.388901 -0.029455 -0.101721 0.390015 -0.570734 -0.775788 0.443336 0.571038 -0.047989 0.982799 0.029168 0.016833 0.347336 0.404971 0.293673 -0.145304 0.859649 -0.489391 -1.390317 -0.421523 0.030446 0.621671 1.556467 0.245783 -0.156053 -0.440512 -0.637810 0.306397 -0.259161 0.679948 -0.067578 0.446577 0.314638 0.012856 0.583533 0.602342 0.261000 0.750521 -0.012805 0.220815 -0.006544 -0.695993 -0.142682 0.100232 0.472744 -0.372307 -0.327409 0.334970 -0.224046 0.285564 0.629398 0.086258 -0.724378 -0.317891 -0.288559 0.719772 0.080663 0.219070 -0.131906 -0.245082 -1.379647 0.243264 -0.523872 0.115588 1.573901 0.085263 0.202668 0.121034 0.562824 -0.748234 -0.099398 -0.082295 0.148226 0.692047 0.590594 -0.318241 -0.158563 0.290346 -1.437725 0.019352 -0.118395 -0.211153 -0.481174 -0.095557 -0.252968 -0.465710 -0.238821 0.075674 -0.061598 0.891315 -0.272883 -1.038832 -0.433874 -0.167820 -0.230208 0.233354 -0.074242 0.575977 0.609912 -0.198785 0.217745 0.273411 -1.042779 1.148310 0.551516 0.399300
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? 0.664947 -0.303263 -0.512154 -0.850788 0.209967 -0.489210 0.246255 -0.189282 -0.141295 -0.371051 0.484636 0.501235 0.163662 -0.330322 0.333572 0.195932 -0.123971 0.597307 -0.124152 0.594612 0.430724 -0.919813 -0.358937 -0.200287 0.248905 0.626411 0.516769 -0.024938 0.129208 -0.046302 0.162443 -0.656947 0.948878 0.046720 0.161236 -0.142155 -0.050129 0.972661 0.745563 -0.180096 0.702449 0.609050 0.202017 -0.624408 -0.172885 0.104844 0.326397 0.803880 0.154013 0.453929 0.521459 -0.628928 0.107157 0.126677 -0.395338 0.647126 0.198227 0.683809 -0.316120 0.199482 0.459919 -0.335856 -0.356848 -0.152186 -0.226486 -0.799353 0.713537 0.380241 -0.412597 0.520679 -0.288292 0.614469 0.199914 0.104749 0.031038 -0.367020 -0.175541 -0.545282 0.169022 -0.561465 0.478218 0.011456 -0.374051 -0.140378 -0.088418 0.035460 0.274602 -0.189828 0.112838 -0.084936 -0.143674 -0.252760 -0.297650 0.356619 0.584359 0.006713 -0.073513 -0.850125 -0.298421 -0.670675 -0.857708 -0.313410 0.262346 -0.237885 -1.014629 -0.143562 0.356648 0.095098 0.210430 0.436385 -0.218720 -0.575424 0.937166 -0.104643 -0.732325 0.202292 0.135842 -0.118030 -0.296100 0.154653 0.437737 -0.347755 1.079952 -0.130714 0.075983 -0.445027 0.041020 0.301477 -0.284529 -0.080731 -0.269192 -0.298779 0.760271 -0.146792 -0.022748 1.099605 -0.713213 0.302312 0.529405 -0.534635 -0.863096 -0.466696 -0.029966 0.248690 -0.114966 0.529955 -0.108539 0.189300 -0.193345 -0.794324 0.624852 -0.527454 0.706423 -0.462272 -2.026045 0.001047 0.773971 -0.769727 0.713837 0.164808 0.016199 -0.020553 -0.278336 1.996222 -0.162901 0.627907 -0.142571 -0.997019 -0.025855 -0.308855 -0.158543 -1.723093 0.763669 -0.397833 0.010449 -0.472216 -0.490597 0.122234 0.152848 0.187110 0.743402 -0.063216 -0.222471 -0.375219 0.560176 -0.671417 -0.091893 0.130271 0.607048 -0.890553 -0.212726 1.665576 0.728257 -0.461739 0.240416 0.194298 0.052621 0.421297 -0.163990 0.640334 0.172181 0.091644 0.033689 -0.837081 0.539650 0.254268 0.145855 0.238075 -0.062186 0.355046 0.531681 -0.175051 0.536240 -0.692697 -0.134330 0.906732 1.656804 -0.172131 0.335435 -0.150044 -0.134230 -0.417444 0.380326 0.315517 -0.316647 -0.159896 -0.276029 0.560548 -0.098675 -0.237689 -0.118944 -0.215069 -0.186405 0.108210 -0.608973 -0.182031 -0.585426 -0.273166 -0.283586 0.084866 0.088364 0.117648 -0.086053 -0.013120 -0.334433 -0.426560 -0.787472 0.294266 -0.461531 -0.019265 0.416321 -0.460511 0.129077 0.048637 -0.675965 0.003247 -0.740251 -0.760984 0.314851 -0.441887 -0.818434 -1.015052 0.714644 -0.573794 -0.766757 -0.602080 -0.036727 0.324895 1.671469 -0.207489 -0.234436 -0.833194 -1.258842 0.044715 0.385415 -0.838197 0.603018 -0.204583 -0.363675 -0.091150 0.353744 0.157029 -0.952215 -0.282304 0.392083 -0.476574 -0.174755 0.478903 -0.112433 -1.469747 -0.961978 -0.393673 0.281446 -0.170436 -0.758237 -0.116999 -0.303657 1.365360 0.296402 0.474081
tkun 0.251956 -0.632738 -0.733909 -0.371212 -0.174728 -0.642046 0.106621 0.279419 -0.039160 0.093243 1.008228 -0.517459 0.210728 0.048036 -0.064270 0.402402 -0.399064 0.708958 -0.359157 1.171597 0.361870 0.119432 0.189531 -0.452855 0.556202 -0.255277 0.797863 1.018349 0.235747 -0.687020 1.096486 -0.046185 0.092405 -0.205224 0.129273 -0.812878 0.493959 0.709982 -0.096396 -0.139496 -0.016523 -0.089607 0.536199 0.540707 0.010094 -0.569953 0.486573 -0.384104 0.734415 0.270661 -0.076723 -0.367872 0.428247 0.959089 -0.653463 0.288377 0.332857 -0.223067 -0.240286 -0.517264 0.517456 -0.155137 -0.174652 -0.047166 0.213057 0.418116 0.148455 -0.471767 -0.589322 -0.559080 0.274163 -0.034214 -0.306992 0.752315 0.426541 0.129699 0.044018 0.179332 -0.050054 0.351484 0.106344 0.102932 -0.334108 0.158977 0.149708 -0.483731 0.863707 -0.109805 0.411156 0.384816 -0.294854 -0.164774 0.844394 0.465798 0.633378 -0.767264 0.372326 -0.450494 -0.624342 -0.114870 -0.721420 -0.145711 0.373053 0.221239 -0.630657 0.034961 0.253072 0.408352 0.366099 -0.034998 -0.660097 -0.038452 -0.308443 -0.682481 -0.598001 0.066265 0.268875 -0.335650 -0.279743 0.062151 -0.009161 0.003855 -0.303954 -0.709030 0.131104 -0.433240 -0.590965 -0.192553 -0.873171 0.849248 0.505121 -0.198239 -0.046900 -0.251762 0.517794 0.292811 -0.876694 -0.386135 0.173235 -0.626860 -0.822218 0.911005 0.587027 0.532683 -0.199212 0.150440 -0.062640 0.067082 -0.362554 -0.167937 0.638395 -0.450551 -0.081760 0.373564 -1.416205 0.275566 -0.393192 -0.431431 0.462192 0.161575 1.064846 0.383108 0.102625 2.902039 -0.968185 -0.230650 0.243454 0.258561 -0.023611 0.232808 0.397263 -1.640738 0.939906 0.881850 -0.084416 -0.058893 -0.599739 0.230901 -0.682138 0.757400 0.334998 -0.101882 0.131350 0.005366 0.303791 -0.846577 -0.016325 -0.069404 -0.197323 -1.362884 -0.842105 1.973179 0.293282 -0.324489 0.374316 0.351764 0.431569 0.388112 0.665794 -0.068322 0.041758 -0.137970 -0.179504 0.095122 0.818773 -0.012733 0.856022 1.059227 -0.146779 -0.472429 0.423068 0.327152 -0.843580 -0.793926 0.116354 0.004403 0.846858 -0.123016 0.393765 0.079419 -0.013401 -0.132989 -0.056207 0.956160 0.364807 0.226337 0.272223 -0.306588 1.032067 0.106415 0.433273 0.393684 0.013498 0.407522 0.457127 0.558497 -0.017227 -0.279197 0.342993 0.446258 0.618611 -0.065251 -0.456739 0.124165 0.182907 -0.356214 0.511492 0.491468 0.300113 -0.662839 0.363165 0.198160 0.317929 -0.209535 -0.692615 -0.335482 -0.628485 0.533017 1.578009 0.031656 0.001505 0.466315 0.454727 -0.574068 -0.184945 -0.007591 0.220235 0.347381 0.764912 -0.182960 0.018387 -0.509181 -1.028480 0.844069 -0.309915 1.282921 -0.119637 0.061750 -0.359803 0.174194 0.414621 -0.063319 0.541041 -0.461532 -0.297234 -0.044274 0.140172 0.039249 -0.177860 -0.480211 -0.344608 -0.189395 -0.713826 -0.146264 0.429003 0.349058 0.168984 -0.042250 0.146646 -0.188047
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Nru 1.051561 0.636769 0.206703 0.177413 -0.388475 0.489406 0.374307 -0.461489 0.977453 -0.274561 0.213077 -0.201952 0.146547 0.159342 0.527773 -0.079721 -0.630992 1.237121 0.514073 1.108164 0.043086 -0.347800 0.623000 0.593151 -0.008896 -0.875759 0.332967 -0.387894 -0.256343 0.307848 -0.566832 0.262199 -0.227502 -0.587380 0.161968 0.092115 -0.150979 0.306483 0.150587 -0.329164 -0.084598 0.183080 0.153396 -0.182474 0.028071 -0.819545 -0.458500 -0.156378 0.135221 0.218922 -0.395796 0.113408 0.353408 0.777334 -1.347158 -0.522151 -0.533342 -0.480810 0.495931 1.561943 0.907276 -1.121345 0.517214 -0.023861 0.447005 0.159064 -0.226245 -0.143003 0.609869 0.257051 -0.541878 -0.062911 0.185980 -0.165987 1.158236 -0.072091 0.200070 1.191589 0.057192 -0.866023 0.753044 -0.474763 -0.702393 -0.416428 0.889987 0.016849 -0.338559 0.217441 0.112861 -0.774724 -0.160477 -0.533278 0.697108 -0.574561 0.192690 -0.287905 -0.251687 0.703009 0.305839 0.101856 0.223779 -0.187968 -1.148773 -0.295276 -0.143731 -0.102625 0.287051 -0.315551 -0.274699 0.504487 0.080370 0.161998 -0.441845 -0.203569 -0.408919 0.053448 -0.059461 0.405390 -0.170246 -0.204720 -0.357473 -0.539919 0.688214 -0.183999 0.173161 0.586879 -0.155695 0.688013 1.190017 0.459427 0.120386 -1.363739 -0.105654 0.039635 0.226324 -0.347302 -0.108175 0.051323 -0.501006 0.943184 0.529222 0.309413 -0.724326 0.128299 0.074706 0.358127 -0.749574 -0.498542 -0.457399 0.014697 0.540497 -0.092225 0.945202 -0.752567 -1.553183 0.092516 -0.450397 0.461489 -0.271692 0.017011 0.447245 0.667373 0.685508 0.104534 -0.793010 -0.226027 -0.102810 0.031317 -1.128531 0.980135 -0.265819 -2.278039 -0.022276 0.412077 -0.430501 -0.019117 -0.556585 -0.083011 0.822482 -0.299091 0.585991 0.241359 0.780448 0.330011 0.404736 -0.630405 -0.431107 -0.203565 -0.079484 -1.260682 -0.144607 2.479369 0.403968 0.510415 0.329224 -0.159548 -1.048383 0.786677 0.507287 -0.271334 0.421817 -0.088598 0.140096 0.057516 0.799486 -0.161408 0.598658 0.503131 0.522458 0.396230 0.519613 0.912035 -0.352853 -1.555642 -0.293644 0.084419 1.099342 0.088690 0.058738 -1.457028 0.329935 -0.784233 -0.233930 -0.023919 -0.118754 -0.257321 0.016197 -0.011245 -0.122474 -0.111123 0.397677 -0.330193 0.210003 0.037138 0.413871 0.181039 -0.165210 0.315743 -0.164458 0.679220 0.598498 0.071006 -0.627328 0.232964 0.020264 0.579157 0.247046 0.077602 0.334887 -0.028886 -0.183551 -0.239041 0.101097 -0.987768 0.180527 -1.091500 0.075451 0.072463 1.156548 -0.462721 -0.958851 0.590090 0.069445 -0.438798 0.165491 -0.505708 -0.000182 0.480748 0.407600 -0.814697 -0.847723 -0.614741 0.676099 0.379093 -0.023929 0.481602 -0.397605 0.748362 -0.077138 -0.005172 0.577003 -0.696964 0.145799 0.025276 0.400229 -0.053513 -0.210770 -0.328203 -0.276005 -0.451634 0.866343 0.303432 0.058788 0.792002 -0.399571 -0.085570 0.482483 0.347653 -0.318489 -0.382741
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Dataset Summary

This repository contains three distinct datasets focusing on Maltese word embeddings:

  1. GloVe Maltese Word Embeddings Embeddings generated using GloVe on the "korpus_malti" dataset, the largest Maltese corpus available.

  2. Word2Vec Maltese Word Embeddings Word embeddings for Maltese obtained using Word2Vec trained on the "korpus_malti" dataset.

  3. PPMI Maltese Word Embeddings Pointwise Mutual Information (PPMI) based word embeddings generated from ConceptNet data via SVD on the co-occurrence matrix.

Languages

  • Maltese

Dataset Creation

  • GloVe and Word2Vec embeddings were trained using the largest Maltese dataset, "korpus_malti".
  • Details of the training parameters for both GloVe and Word2Vec models can be found in the provided scripts.
  • PPMI embeddings were trained using ConceptNet data and applying SVD on the co-occurrence matrix.

Contributors

  • Daniil Gurgurov
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