From f825afcbdbdaa58ba4530e6e501bfc0bd5d2c273 Mon Sep 17 00:00:00 2001 From: Varvara Date: Thu, 12 Feb 2026 12:29:25 +0300 Subject: [PATCH] =?UTF-8?q?files:=20=D0=97=D0=B0=D0=B3=D0=BE=D1=82=D0=BE?= =?UTF-8?q?=D0=B2=D0=BA=D0=B0=20=D0=BE=D1=82=D1=87=D0=B5=D1=82=D0=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ТЕМА1/report.md | 46 ++-- ТЕМА1/task.md | 2 +- ТЕМА2/Hist.jpg | Bin 0 -> 12837 bytes ТЕМА2/Program.m | 33 +++ ТЕМА2/assets/1.png | Bin 0 -> 2592 bytes ТЕМА2/assets/2.png | Bin 0 -> 2130 bytes ТЕМА2/assets/3.png | Bin 0 -> 7167 bytes ТЕМА2/assets/4.png | Bin 0 -> 26419 bytes ТЕМА2/assets/5.png | Bin 0 -> 27447 bytes ТЕМА2/prtcl.txt | 316 +++++++++++++++++++++++ ТЕМА2/report.md | 559 +++++++++++++++++++++++++++++++++++++++++ ТЕМА2/res.mat | Bin 0 -> 2504 bytes 12 files changed, 932 insertions(+), 24 deletions(-) create mode 100644 ТЕМА2/Hist.jpg create mode 100644 ТЕМА2/Program.m create mode 100644 ТЕМА2/assets/1.png create mode 100644 ТЕМА2/assets/2.png create mode 100644 ТЕМА2/assets/3.png create mode 100644 ТЕМА2/assets/4.png create mode 100644 ТЕМА2/assets/5.png create mode 100644 ТЕМА2/prtcl.txt create mode 100644 ТЕМА2/report.md create mode 100644 ТЕМА2/res.mat diff --git a/ТЕМА1/report.md b/ТЕМА1/report.md index fe27dd2..c7a09ef 100644 --- a/ТЕМА1/report.md +++ b/ТЕМА1/report.md @@ -1,21 +1,21 @@ # Отчет по теме 1. Зенина Варвара А-03-24 -##1 Запуск на выполнение среды GNU Octave +## 1 Запуск на выполнение среды GNU Octave -##2 Установка пути к папке ТЕМА1 +## 2 Установка пути к папке ТЕМА1 -![Путь к папке ТЕМА1](ТЕМА1/assets/2.png) +![Путь к папке ТЕМА1](assets/2.png) -##3 Отметка галочками нужных параметров +## 3 Отметка галочками нужных параметров -##4 Отображение списка файлов +## 4 Отображение списка файлов -![Список файлов](ТЕМА1/assets/1.png) +![Список файлов](assets/1.png) -##5 Изучение работы системной помощи +## 5 Изучение работы системной помощи -![GNU Octave Manual](ТЕМА1/assets/3.png) +![GNU Octave Manual](assets/3.png) ``` help randn @@ -38,9 +38,9 @@ help randn The arguments are handled the same as the arguments for 'rand'. ``` -![Пакеты Octave](ТЕМА1/assets/4.png) +![Пакеты Octave](assets/4.png) -##6 Создание матриц с помощью команд +## 6 Создание матриц с помощью команд ``` matlab @@ -99,11 +99,11 @@ L = - вектор-строка L с 2 комплексными элементами -![Область переменных](ТЕМА1/assets/5.png) +![Область переменных](assets/5.png) -![Журнал выполненных команд](ТЕМА1/assets/6.png) +![Журнал выполненных команд](assets/6.png) -##7 Выполнение операций с матрицами +## 7 Выполнение операций с матрицами ``` matlab @@ -241,7 +241,7 @@ Dstolb = - превращение матрицы в вектор-столбец -##8 Изучение некоторых стандартных функций +## 8 Изучение некоторых стандартных функций математические функции: @@ -374,7 +374,7 @@ dinv = 0.118243 -0.142145 0.035920 0.380003 ``` -##9 Изучение работы с индексацией элементов матриц +## 9 Изучение работы с индексацией элементов матриц ``` matlab @@ -407,7 +407,7 @@ D5 = 7 15 27 ``` -##10 Изучение некоторые управляющие конструкции для использования в программах на m-языке. +## 10 Изучение некоторые управляющие конструкции для использования в программах на m-языке. Цикл по перечислению @@ -487,7 +487,7 @@ endif >>> D(3,5)>=20 ``` -##11 Использование графических функций +## 11 Использование графических функций Функция построения графиков @@ -497,7 +497,7 @@ matlab plot(D(1,:),B([2,4],1:6)) ``` -![Результат выполнения функции plot](ТЕМА1/assets/plot.png) +![Результат выполнения функции plot](assets/plot.png) Применение функции расчета и построения гистограммы @@ -506,7 +506,7 @@ matlab >>> hist(A(:),6) ``` -![Результат выполнения функции hist](ТЕМА1/assets/hist.png) +![Результат выполнения функции hist](assets/hist.png) Изучение других функций @@ -516,11 +516,11 @@ matlab bar(C) ``` -![Результат выполнения функции pie](ТЕМА1/assets/pie.png) +![Результат выполнения функции pie](assets/pie.png) -![Результат выполнения функции bar](ТЕМА1/assets/bar.png) +![Результат выполнения функции bar](assets/bar.png) -##12 Изучение работы с текстовым форматом среды +## 12 Изучение работы с текстовым форматом среды Содержание файла Prog1.m. @@ -535,4 +535,4 @@ D4=D(16:20) D5=D(3:4,[1,3,6]) ``` -##13 Сохранение области переменных \ No newline at end of file +## 13 Сохранение области переменных \ No newline at end of file diff --git a/ТЕМА1/task.md b/ТЕМА1/task.md index b196a74..8f568fb 100644 --- a/ТЕМА1/task.md +++ b/ТЕМА1/task.md @@ -14,7 +14,7 @@ 5.Рассчитайте матрицу ММ1 с элементами, равными натуральным логарифмам от значений соответствующих элементов из матрицы ММ. -#Решение +# Решение 1. diff --git a/ТЕМА2/Hist.jpg b/ТЕМА2/Hist.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb482d6417f249f11117919b6d288e1bc39e2436 GIT binary patch literal 12837 zcmdsdc|4n2w|`KjTJ2F)t)W`8n5s2aRR^=85lM*P)L4lzhO`uΞ&fXw4ObBt#7{ zrK&h6ii$a?YRyBGn#Z5>-lM(u-1pw|zMs!~Kkxbc_VdSHdwACV?q{uM@3q(3JH0!f z06!V&8R`L8SXclCyANQeA8-x8xqm;$es)d{4vqr{IJpiT<34oo;GvU8d5;_u77#fl zEFdIwT3kWuw5XhzkdU;RjNDlzWo2a%DGe?4a~BoPE1&y~2@B_e1BVVCI>F6-;@lab zGw1&4wDT6g!^!fR6~x9O3Si}7VdG)h`4u1pU;(i0qTR*2m)JS>?_*nyDSBENBV8Rz0r2_eXRT0SlD;lWO-NstbqLh 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b/ТЕМА2/Program.m @@ -0,0 +1,33 @@ +fp=fopen('prtcl.txt ','w'); +XX=load('dan_vuz.txt'); +size(XX); +X=XX(:,3:13); +R=corr(X); +[vect,lambda]=eig(X'*X); +Sobst=diag(lambda); +fprintf(fp,'Eigenvalues:\n %f \n',Sobst); +fprintf(fp,'\n'); +SobMax=Sobst(end); +GlComp=vect(:,end); +Delt=100*SobMax/sum(Sobst); +fprintf(fp,'Delta= %d \n ',round(Delt)); +Res=X*GlComp; +fprintf(fp,' Results \n '); +fprintf(fp,'%d %f \n ',[XX(:,1),Res] '); +MinRes= min(Res); +MaxREs= max(Res); +MeanRes= mean(Res); +stdRes= std(Res); +fprintf(fp,'Min=%f\n', MinRes); +fprintf(fp,'Max=%f\n', MaxRes); +fprintf(fp,'Mean=%f\n', MeanRes); +fprintf(fp,'Std=%f\n', stdRes); +save res.mat Res -mat; +hist(Res,20); +xlabel('Results '); +ylabel('Number of Unis '); +saveas(gcf, 'Hist.jpg ', 'jpg '); +CorFin=corr(Res,XX(:,2)); +fprintf(fp,'Correlation of Results and Money = %f \n',CorFin); +fclose(fp); + diff --git a/ТЕМА2/assets/1.png b/ТЕМА2/assets/1.png new file mode 100644 index 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z=YA~n{XfoyD))H<_SVnO*5A{}P-w%)=rGS@@lT??oh&)5hF$I>0l#>oP8GO|!HTUe z-{NoN35vU9VF*qV&cuF)CZssjen;CI&zqYuuTXoDElVzIcl~J2PMC*lz-Kw1kN0Ov z{m!(!*OEOwPs|S5Y_&G8TXU`_W?>~BkjuwrX(X^ma{;o5YSLJ#{1S@>j5O$My+1C7^4v4D8WM zIR2Cj3E4uiohIhypO_#h7oJ~!3c|aqCHN`CGxw@oF3)d4-VjdZmrVI;g0BDdRZ(Jo zN@s5-9lyiesGC}^9ImVC7sLr#z~kOro`6GY*O|i4)*vovU5!>(k#?4jHvC|EE@8=G zGkHQw&GZj6Ikr|bs3&sYtdfh<0^b6>uoO^@?+sNFxqq&iEPS%ee97Bm>8jkY&B*We zi{AFCWV8E(fx@8rZ-*kqAV%qSdg2O|$MlDrQltn#6fbP3-MZrTT_s)Sn|D1SOTZ2T zj>DSecP=+V%94yp@s-5H%Rtt-|8Fl*@y3;YfTHpptupcv`Ka;89Z-T&J~1@t;?Y93 zSD`iN4a(N*$dDXG_|E4fa*$&RNa}C&16ciKL`sMf1>WWfL(#u*|YMT9`M?a9s+$_oqv z7={Ar`gstDF|XlH}{9!f%&8Nji-{s8K069cK<%#> size(XX) +ans = + + 290 15 + +>> +``` + +Данные о 290 вузах представлены в этой матрице. + +Выделяем в отдельную матрицу данные о показателях результативности: + +``` +>> X=XX(:,3:13) +X = + + 8 4 2 53 7 76 13 0 1 5 5 + 4 5 6 71 5 36 13 0 4 0 0 + 1 0 1 5 5 2 0 0 2 0 0 + ... +``` +Рассчитываем матрицу корреляций между показателями результативности: + +``` +>> R=corr(X) +R = + + Columns 1 through 8: + + 1.0000e+00 4.4320e-01 4.5229e-01 4.4779e-01 3.8123e-01 4.6516e-01 3.1487e-01 6.5579e-02 + 4.4320e-01 1.0000e+00 8.5319e-01 8.5331e-01 8.6240e-01 8.5436e-01 5.5145e-01 2.5082e-02 +``` +Пусть для исследования результативности применяется метод главных компо-нент, +основу которого составляет получение собственных значений и собственных векторов от квадратичной формы: +``` +[vect,lambda]=eig(X'*X) +vect = + + Columns 1 through 8: + + 1.3928e-03 3.7187e-02 -6.5276e-02 1.1402e-01 -5.7482e-02 -4.3369e-01 -8.6174e-01 1.8078e-02 + -8.0998e-04 6.0909e-01 3.8181e-01 -5.6588e-01 -2.6231e-01 2.2396e-01 -1.8894e-01 -2.6535e-02 + -7.5396e-03 -4.5900e-01 -5.2153e-01 -6.7233e-01 -1.9752e-01 9.4377e-02 -1.1098e-01 -3.7697e-03 + ... + lambda = + +Diagonal Matrix + + Columns 1 through 8: + + 2.2947e+01 0 0 0 0 0 0 0 + 0 1.9317e+03 0 0 0 0 0 0 + 0 0 2.5940e+03 0 0 0 0 0 + 0 0 0 3.4573e+03 0 0 0 0 + ... +``` +В матрице lambda собственные значения расположены в возрастающем поряд-ке на диагонали. Выделяем их в отдельный вектор: +``` +Sobst=diag(lambda) +Sobst = + + 2.2947e+01 + 1.9317e+03 + 2.5940e+03 + 3.4573e+03 + 5.6252e+03 + 8.6721e+03 + 1.8915e+04 + 4.7523e+04 + 5.7484e+04 + 2.2565e+05 + 7.4946e+06 +``` +Представляем их на экране с заголовком: +``` +>> fprintf('Eigenvalues:\n %f \n',Sobst) +Eigenvalues: + 22.946585 +Eigenvalues: + 1931.665464 +Eigenvalues: + 2593.979592 +Eigenvalues: + 3457.339562 +Eigenvalues: + 5625.151474 +Eigenvalues: + 8672.065947 +Eigenvalues: + 18914.627989 +Eigenvalues: + 47522.678185 +Eigenvalues: + 57483.681267 +Eigenvalues: + 225653.068540 +Eigenvalues: + 7494628.795394 +>> fprintf('\n') +``` +Выделяем наибольшее собственное значение и соответствующий ему собственный вектор: +``` +SobMax=Sobst(end) +SobMax = 7.4946e+06 +>> GlComp=vect(:,end) +GlComp = + + 3.5306e-02 + 4.6772e-02 + 4.8953e-02 + 6.1556e-01 + 2.4277e-01 + 7.3685e-01 + 9.5893e-02 + 1.6945e-04 + 1.7911e-02 + 5.9523e-02 + 1.7425e-02 + +>> +``` +Рассчитаем долю информации о результативности НИР, содержащуюся в главной компоненте и отобразите ее на экране: +``` +Delt=100*SobMax/sum(Sobst) +fprintf('Delta= %d \n ',round(Delt)) +``` +С использованием главной компоненты рассчитываем оценки обобщенной +ре-зультативности в каждом из представленных в матрице вузов и отобразите ее с ука-занием кода вуза: +``` +>> Res=X*GlComp +Res = + + 9.2542e+01 + 7.3433e+01 + 5.8855e+00 + 3.5300e+01 + 7.0208e+01 + 2.8096e+01 + 8.7136e+01 + 7.9776e+01 + 3.6243e+01 + 1.8250e+01 + 4.9667e+01 + 4.5067e+01 + ... + +fprintf(' Results \n ') + Results + >> fprintf('%d %f \n ',[XX(:,1),Res] ') +197 92.541636 + 198 73.432513 + 199 5.885468 + 200 35.300393 + 201 70.208100 + 202 28.096191 + 203 87.136298 + 204 79.776499 + 205 36.243011 + 206 18.249808 + 207 49.666520 + 208 45.067095 + 209 81.785392 + 210 5.555862 +... +``` +Сохраняем вектор оценок результативности в отдельном бинарном (mat) файле: +``` + >> save res.mat Res -mat + ``` + Представляем распределение оценок результативности в виде гистограммы с 20 интервалами и с обозначением осей и +сохраняем изображение гистограммы в файле формата jpg: + + ``` +>> hist(Res,20) +>> xlabel('Results ') +>> ylabel('Number of Unis ') +>> saveas(gcf, 'Hist.jpg ', 'jpg ') +>> +``` +Рассчитываем и отображаем оценку корреляции обобщенной результативности с фи-нансированием, выделенным на проведение НИР: +``` +>> CorFin=corr(Res,XX(:,2))рассчитайте и отобразите оценку корреляции обобщенной результативности с фи-нансированием, выделенным на проведение НИР: +CorFin = 0.8437 +>> fprintf('Correlation of Results and Money = %f \n',CorFin) +Correlation of Results and Money = 0.843710 +>> +``` +## 3 Сценарий программы + +``` +>> Program +Eigenvalues: + 22.946585 +Eigenvalues: + 1931.665464 + .... + ``` + ![Результат](assets/3.png) + + ![Изображение гистограммы] (hist.jpg) + + ## 4 Предотвращение эхо-вывода. + + ![Измененный сценарий](assets/4.png) + + ## 5 Возможность создания текстового файла с результатами расчетов . + ``` + Eigenvalues: + 22.946585 +Eigenvalues: + 1931.665464 +Eigenvalues: + 2593.979592 +Eigenvalues: + 3457.339562 +Eigenvalues: + 5625.151474 +Eigenvalues: + 8672.065947 +Eigenvalues: + 18914.627989 +Eigenvalues: + 47522.678185 +Eigenvalues: + 57483.681267 +Eigenvalues: + 225653.068540 +Eigenvalues: + 7494628.795394 + +Delta= 95 + Results + 197 92.541636 + 198 73.432513 + 199 5.885468 + 200 35.300393 + 201 70.208100 + 202 28.096191 + 203 87.136298 + 204 79.776499 + 205 36.243011 + 206 18.249808 + 207 49.666520 + 208 45.067095 + 209 81.785392 + 210 5.555862 + 211 105.361366 + 212 4.575460 + 213 381.204021 + 214 26.712747 + 216 8.037618 + 217 119.627795 + 218 10.061485 + 219 63.762947 + 220 9.087658 + 221 41.684105 + 222 35.907417 + 223 76.139589 + 224 23.752550 + 225 142.216169 + 226 67.755801 + 227 20.597788 + 228 76.818771 + 229 104.284923 + 230 18.541601 + 231 4.473983 + 232 3.580878 + 233 224.758597 + 234 26.863645 + 235 212.911324 + 236 50.921549 + 237 33.628254 + 238 42.168327 + 239 103.701129 + 240 136.060809 + 241 713.711764 + 242 34.027235 + 245 4.102289 + 246 27.086730 + 247 2.667541 + 248 2.497556 + 252 103.829221 + 253 7.460715 + 256 34.755449 + 257 4.359736 + 258 5.741187 + 259 15.989432 + 261 45.399798 + 264 2.462250 + 267 6.424390 + 268 66.503024 + 273 73.935542 + 275 11.130530 + 296 3.684256 + 304 9.970486 + 305 28.031419 + 311 1.352414 + 318 40.905330 + 322 11.722703 + 325 30.793455 + 326 42.716264 + 329 10.023429 + 330 32.260491 + 334 25.495269 + 335 36.870098 + 336 42.948416 + 339 87.963238 + 340 228.668981 + 341 99.146097 + 342 28.749899 + 343 9.622160 + 346 1.359974 + 347 54.213640 + 348 107.547742 + 349 116.106427 + 352 299.102890 + 356 14.333164 + 357 20.479493 + 362 144.908794 + 365 14.952535 + 366 25.976099 + 371 268.149429 + 372 12.353605 + 373 4.526119 + 376 104.664655 + 377 91.264814 + 379 209.329940 + 381 196.452926 + 383 4.812125 + 387 1.387719 + 388 50.732954 + 389 118.633179 + 391 212.528679 + 392 37.744725 + 393 30.102473 + 394 320.669960 + 395 0.000000 + 399 41.450044 + 410 141.123026 + 412 405.347359 + 413 12.875247 + 414 117.612150 + 441 8.989886 + 446 74.655250 + 448 89.566395 + 451 37.992598 + 456 40.599701 + 465 37.339465 + 466 142.928780 + 467 9.122607 + 472 53.463843 + 476 93.289532 + 477 57.155319 + 484 19.139209 + 1001 5.491474 + 1002 85.213352 + 1004 170.642969 + 1017 90.453986 + 1030 57.810669 + 1034 7.372961 + 1035 9.614944 + 1037 1.846687 + 1038 17.646937 + 1039 153.910670 + 1041 119.835954 + 1044 5.010210 + 1 2.691959 + 2 379.300890 + 3 13.497203 + 4 2.462250 + 6 19.718182 + 7 200.667783 + 8 93.618235 + 9 25.650544 + 10 26.344823 + 11 65.285854 + 12 21.514761 + 13 176.510003 + 14 1898.884523 + 15 91.241365 + 16 304.552394 + 17 6.355976 + 18 3.439437 + 19 158.859588 + 20 187.802059 + 21 26.561371 + 22 8.657907 + 23 110.316703 + 26 21.286647 + 28 8.028500 + 29 76.976887 + 33 148.320170 + 34 97.178361 + 35 6.713123 + 36 88.631285 + 37 333.404629 + 38 27.838269 + 40 11.662869 + 41 0.000000 + 42 71.250154 + 43 0.369757 + 44 10.360736 + 45 3.855089 + 51 81.568715 + 52 54.636552 + 53 23.501931 + 54 90.446620 + 55 57.162095 + 56 162.850196 + 57 305.874565 + 58 6.323299 + 59 59.415851 + 60 46.966205 + 62 56.660855 + 63 815.675312 + 64 47.723188 + 65 277.021471 + 66 328.086215 + 67 113.590454 + 68 11.709047 + 69 33.969900 + 71 0.913379 + 72 122.671912 + 73 59.978744 + 74 7.491057 + 75 12.504248 + 76 24.208529 + 77 400.110964 + 78 263.576362 + 79 25.930889 + 80 36.895259 + 81 254.783774 + 82 6.870138 + 84 12.625935 + 85 23.783568 + 86 3.159890 + 87 5.151827 + 88 0.000000 + 89 106.765711 + 90 15.783445 + 91 30.701284 + 92 64.989933 + 93 43.087958 + 94 31.124285 + 95 5.171761 + 96 48.085148 + 97 5.347890 + 99 2.124571 + 100 0.082078 + 101 21.635603 + 102 52.057076 + 103 25.625192 + 104 9.750228 + 105 36.202865 + 107 4.626653 + 108 3.190574 + 109 9.578291 + 110 6.374896 + 111 3.684453 + 112 5.784829 + 113 8.236760 + 114 6.872598 + 115 41.304826 + 116 1.988474 + 118 7.571316 + 119 1.231125 + 120 5.081094 + 121 21.547440 + 122 30.299927 + 123 45.503740 + 124 9.093912 + 132 10.369658 + 133 7.125935 + 134 14.133228 + 135 26.102416 + 136 5.071976 + 137 12.085286 + 138 0.713469 + 139 0.675086 + 140 4.092547 + 141 7.454102 + 142 184.663991 + 143 10.455368 + 144 7.448129 + 146 6.242521 + 147 8.860180 + 148 39.991951 + 149 6.891026 + 150 5.160709 + 151 15.489599 + 152 5.590467 + 153 27.378151 + 154 10.801195 + 162 23.750968 + 166 11.426264 + 167 8.473236 + 168 6.898371 + 170 3.416283 + 171 208.746883 + 172 12.158394 + 173 3.563165 + 174 4.158866 + 175 0.000000 + 176 1.847873 + 177 8.478820 + 178 1.277897 + 179 0.035306 + 180 0.070611 + 181 0.035306 + 182 3.039279 + 183 0.000000 + 184 4.205715 + 185 30.094936 + 186 20.128055 + 187 5.773718 + 188 31.539990 + 189 147.387148 + 190 18.314164 + 191 32.846011 + 192 14.511067 + 193 19.235467 + 194 0.000000 + Correlation of Results and Money = 0.843710 +``` +![ Измененный сценарий](assets/5.png) + +## 6 Вывод некоторых значений + +``` +fprintf(fp,'Min=%f\n', MinRes); +fprintf(fp,'Max=%f\n', MaxRes); +fprintf(fp,'Mean=%f\n', MeanRes); +fprintf(fp,'Std=%f\n', stdRes); +``` + diff --git a/ТЕМА2/res.mat b/ТЕМА2/res.mat new file mode 100644 index 0000000000000000000000000000000000000000..4838cf6c18746eb47e24d7470e6941328c2b7c89 GIT binary patch literal 2504 zcmbVN`8O5%7C)vkUDud7$4us9md^R$nBvqi{aK&2_Wu5`zn{G~&C1=`%9?1bt52j^x$Eo? zj||Z!9*YTQGD8j#16jn~LCk=oAw&axT|-@cZ6ZmZWTK-_(lHt01Ofqk1j42b{Zq0zHkem5WlANYYA{{dHguc2mmKTNd50 z&PgK3Dp=#Lm%zclC?s$auVm7nIv_`|EU);q9YSwBdTtZrj=>Yt_YKXrpl@NdoXGG( zgStbIElm_>Y&#olo*YAJ`gG~hn-=)_nnt6w7!e!`^Mg9CeetF1G&@c~1!}Zp%etxE zh_80Yn9^2)MBD70vlCQAa7S3FeY8TH6aVH9yl$w@cp_2TWeU-rjOX+H0a$A-;rCyl z73U#qsn z5r790Ts{ydsfX%X{?vhM>`3L*syTLi%=|I9`!EF4p5GF< zp#l5dJAdqy5k>VJ^JeBYFG$Iiv@H#L;C2G_W$v~J+*@z)OUMmFhgoWV1w{;1ZxzVW zM#~hv`Q$?*zK-ZNohGE$`GP{b_hJ5Q1VYkotGT_hMm&pLyIqEiOv@?tc77%{#^`_M zaFU0w>{lwf$ctkissnK8SHpqaJuHwehqw~EG@-V2-!Yv~U+_pu1&)4J1pQ=w`G=of 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