{"id":8947,"date":"2023-07-24T17:24:54","date_gmt":"2023-07-24T08:24:54","guid":{"rendered":"https:\/\/blogs.mathworks.com\/japan-community\/?p=8947"},"modified":"2023-07-24T17:24:54","modified_gmt":"2023-07-24T08:24:54","slug":"toolbox_dependencies","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/japan-community\/2023\/07\/24\/toolbox_dependencies\/","title":{"rendered":"\u3069\u306e\u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u304c\u3069\u308c\u306b\u4f9d\u5b58\u3057\u3066\u308b\u306e\uff1fdigraph\u3067\u6709\u5411\u30b0\u30e9\u30d5\u3092\u63cf\u3044\u3066\u307f\u3088\u3046"},"content":{"rendered":"
\u4eca\u56de\u306f Twitter \u3067\u3082\u304a\u306a\u3058\u307f\u9f4a\u85e4\u3055\u3093\uff08@Kojiro__Saito<\/a>\uff09\u304c\u304a\u9001\u308a\u3057\u307e\u3059\u3002<\/div>\n
<\/div>\n
\n
\n

\u3053\u3093\u306b\u3061\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9f4a\u85e4\u3067\u3059\u3002MATLAB Answers \u306b<\/span> Kojiro Saito<\/a> \u3068\u3044\u3046\u540d\u524d\u3067\u751f\u606f\u3057\u3066\u3044\u307e\u3059\u3002\u666e\u6bb5\u306f\u30b5\u30fc\u30d0\u30fc\u3001\u30af\u30e9\u30a6\u30c9\u306a\u3069\u3067\u306e MATLAB\/Simulink \u5229\u7528\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u304c\u3001MATLAB \u306e\u30bb\u30df\u30ca\u30fc\u3084\u4f53\u9a13\u4f1a\u3082\u305f\u304f\u3055\u3093\u3084\u3089\u305b\u3066\u3082\u3089\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u65e5\u306f\u521d\u3081\u3066\u516c\u5f0f\u30d6\u30ed\u30b0\u306b\u30b2\u30b9\u30c8\u51fa\u6f14\u3055\u305b\u3066\u3082\u3089\u3063\u3066\u3044\u307e\u3059\u3002\u7dca\u5f35\u3057\u307e\u3059\u306d\u3002<\/span><\/p>\n

\u4eca\u56de\u306f MATLAB \u306e Toolbox \u30b7\u30b9\u30c6\u30e0\u8981\u6c42\u306e\u30da\u30fc\u30b8\u306e\u60c5\u5831\u3092\u30b0\u30e9\u30d5\u63cf\u753b\u3067\u898b\u3084\u3059\u304f\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff01<\/span><\/p>\n

Toolbox \u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u77e5\u308b\u306b\u306f<\/h1>\n
\n

MATLAB \u306e Toolbox \u3092\u4f7f\u3046\u3068\u304d\u306b\u524d\u63d0\u3068\u306a\u308b Toolbox \u304c\u5fc5\u8981\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070 Computer Vision Toolbox \u306b\u306f MATLAB \u3068 Image Processing Toolbox \u304c\u524d\u63d0\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3069\u306e Toolbox \u304c\u524d\u63d0\u3068\u306a\u3063\u3066\u3044\u308b\u306e\u304b\u77e5\u308a\u305f\u3044\u3001\u3068\u3044\u3046\u3068\u304d\u306b\u5148\u65e5\u516c\u958b\u3055\u308c\u305f MATLAB Answers \u306e\u56de\u7b54\u300c\u3069\u306e\u3088\u3046\u306b MathWorks \u30c4\u30fc\u30eb\u30dc\u30c3\u30af\u30b9\u88fd\u54c1\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u304b\uff1f<\/a>\u300d\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u88fd\u54c1\u8981\u4ef6\u30da\u30fc\u30b8<\/a>\u304c\u4fbf\u5229\u3067\u3059\u3002Toolbox \u6bce\u306b\u4f9d\u5b58\u95a2\u4fc2\u306e\u3042\u308b Toolbox \u304c\u8868\u5f62\u5f0f\u3067\u307e\u3068\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n

\"\u88fd\u54c1\u8981\u4ef6\u30da\u30fc\u30b8\u306b\u3042\u308bToolbox\u306e\u524d\u63d0\"<\/div>\n
<\/div>\n
\u305f\u3060\u3001MATLAB \u82b8<\/span>\u3092\u4f7f\u3063\u3066\u4f9d\u5b58\u95a2\u4fc2\u3092\u3082\u3063\u3068\u898b\u3084\u3059\u304f\u53ef\u8996\u5316\u3067\u304d\u306a\u3044\u304b\u3001\u8003\u3048\u3066\u307f\u307e\u3057\u305f\u3002<\/div>\n
<\/div>\n<\/div>\n

readtable\u3067HTML\u304b\u3089\u30c6\u30fc\u30d6\u30eb\u5f62\u5f0f\u3067\u8aad\u307f\u8fbc\u307f<\/h1>\n
\n
Web\u30da\u30fc\u30b8\u306e\u60c5\u5831\u3092\u8aad\u307f\u53d6\u308b\u306e\u306b webread<\/span><\/a> \u95a2\u6570\u3084\u4f7f\u3046\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001\u4eca\u56de\u306e\u3088\u3046\u306a\u8868\u5f62\u5f0f\u3060\u3068 readtable<\/span><\/a> \u304c\u4f7f\u3048\u308b\u3093\u3067\u3059\u3002<\/div>\n
readtable <\/span>\u304c HTML \u5f62\u5f0f\u306b\u5bfe\u5fdc\u3057\u305f\u306e\u304c R2021b<\/span>\u3001\u305d\u3057\u3066 R2022a \u3067 <\/span>WebOptions <\/span>\u3092\u5165\u308c\u3089\u308c\u308b<\/span>\u3088\u3046\u306b\u306a\u308a\u3001\u6587\u5b57\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u6307\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/div>\n
\u305d\u308c\u3067\u306f\u88fd\u54c1\u8981\u4ef6\u30da\u30fc\u30b8\u3092 readtable <\/span>\u3067\u8aad\u307f\u8fbc\u3093\u3067\u307f\u307e\u3059\u3002<\/div>\n
\n
\n
% \u88fd\u54c1\u8981\u4ef6\u30da\u30fc\u30b8\u306eURL<\/span><\/span><\/div>\n<\/div>\n
\n
url = “https:\/\/www.mathworks.com\/support\/requirements\/product-requirements-platform-availability-list.html”<\/span>;<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% HTML\u306e\u8aad\u307f\u8fbc\u3080\u5f62\u5f0f\u3092\u6307\u5b9a<\/span><\/span><\/div>\n<\/div>\n
\n
opts = detectImportOptions(url);<\/span><\/div>\n<\/div>\n
\n
opts.TableSelector = “\/\/TABLE”<\/span>; % \u6700\u521d\u306e<table>\u30bf\u30b0\u3092\u8aad\u307f\u53d6\u308a<\/span><\/span><\/div>\n<\/div>\n
\n
opts.SelectedVariableNames = [“Product”<\/span>, “Required Products”<\/span>]; % Details\u30ab\u30e9\u30e0\u306f\u4f7f\u7528\u3057\u306a\u3044\u306e\u3067\u8aad\u307f\u8fbc\u307e\u306a\u3044<\/span><\/span><\/div>\n<\/div>\n
\n
tbl = readtable(url, opts);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% \u5148\u982d\u884c\u3092\u78ba\u8a8d<\/span><\/span><\/div>\n<\/div>\n
\n
head(tbl)<\/span><\/div>\n
\n
\n
Product Required Products
\n___________________________ _____________________________________________________________________________________________
\n“5G Toolbox” “MATLAB\u21b5\u21b5\u21b5\u21b5Communications Toolbox\u21b5\u21b5\u21b5\u21b5DSP System Toolbox\u21b5\u21b5\u21b5\u21b5Signal Processing Toolbox”
\n“Aerospace Blockset” “MATLAB\u21b5\u21b5\u21b5\u21b5Simulink\u21b5\u21b5\u21b5\u21b5Aerospace Toolbox”
\n“Aerospace Toolbox” “MATLAB”
\n“Antenna Toolbox” “MATLAB”
\n“Audio Toolbox” “MATLAB\u21b5\u21b5\u21b5\u21b5DSP System Toolbox\u21b5\u21b5\u21b5\u21b5Signal Processing Toolbox”
\n“Automated Driving Toolbox” “MATLAB\u21b5\u21b5\u21b5\u21b5Computer Vision Toolbox\u21b5\u21b5\u21b5\u21b5Image Processing Toolbox”
\n“AUTOSAR Blockset” “MATLAB\u21b5\u21b5\u21b5\u21b5Simulink”
\n“Bioinformatics Toolbox” “MATLAB\u21b5\u21b5\u21b5\u21b5Statistics and Machine Learning Toolbox”<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
<\/div>\n

\u8aad\u307f\u8fbc\u3093\u3060\u30c6\u30fc\u30d6\u30eb\u306e\u8a73\u7d30\u78ba\u8a8d<\/h1>\n
\u88fd\u54c1\u8981\u4ef6\u30da\u30fc\u30b8\u306e\u8868\u3092\u3046\u307e\u304f\u8aad\u307f\u8fbc\u3081\u3066\u3044\u307e\u3059\u304c\u3001\u300cRequired Products\u300d\u306e\u5217\u306b\u300c\u21b5\u300d\u306e\u3088\u3046\u306a\u6587\u5b57\u304c\u542b\u307e\u308c\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/div>\n
HTML \u306e\u30ea\u30b9\u30c8\u5f62\u5f0f\u3067\u3042\u308b<li>\u30bf\u30b0\u3092\u5206\u5272\u3059\u308b\u969b\u306b\u5165\u3063\u3066\u3057\u307e\u3063\u305f\u3088\u3046\u3067\u3059\u306d\u3002<\/div>\n
\u307e\u305f\u3001\u300c\u21b5\u300d\u304c4\u500b\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3068\u601d\u3044\u304d\u3084\u3001SimBiology \u304c\u3042\u308b91\u884c\u76ee\u3067\u306f\u3001MATLAB \u3068 Statistics and Machine Learning Toolbox \u306e\u9593\u306b\u300c\u21b5\u300d\u304c1\u500b\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/div>\n
\n
\n
disp(tbl(91, :))<\/span><\/div>\n
\n
\n
Product Required Products
\n____________ _________________________________________________
\n“SimBiology” “MATLAB\u21b5Statistics and Machine Learning Toolbox”<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\u3053\u308c\u306fHTML\u306e\u5143\u30da\u30fc\u30b8\u304c<\/div>\n
<li>MATLAB<\/li><li> Statistics and Machine Learning Toolbox<\/li><\/span><\/div>\n
\u3067\u306f\u306a\u304f\u3001<\/div>\n
<li>MATLAB<br> Statistics and Machine Learning Toolbox<\/li><\/span><\/div>\n
\u3068\u3001\u6bb5\u843d\u306e\u6539\u884c\u3092\u8868\u3059 HTML \u306e <br> \u30bf\u30b0\u304c\u4f7f\u308f\u308c\u3066\u3057\u307e\u3063\u3066\u3044\u308b\u305f\u3081\u306a\u3093\u3067\u3059\u3002<\/div>\n
\u8aad\u307f\u8fbc\u3093\u3060\u30c6\u30fc\u30d6\u30eb\u306e\u300c\u21b5\u300d\u30b3\u30fc\u30c9\u3092\u53d6\u308a\u9664\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u306d\u3002<\/div>\n
<\/div>\n
<\/div>\n

\u30c6\u30fc\u30d6\u30eb\u306e\u524d\u51e6\u7406<\/h1>\n
\u305d\u308c\u3067\u306f\u300cRequired Products\u300d\u3092\u524d\u51e6\u7406\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n
\u300cRequired Products\u300d\u30ab\u30e9\u30e0\u306f\u6587\u5b57\u5217\u306e string \u5f62\u5f0f<\/span>\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001split<\/a> \u95a2\u6570\u3067\u5206\u5272\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u300c\u21b5\u300d\u306f newline<\/span><\/a> \u95a2\u6570\u3067\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/div>\n
\n
\n
% \u30c6\u30fc\u30d6\u30eb\u306e\u884c\u6bce\u306b\u6539\u884c\u30b3\u30fc\u30c9\u3067\u5206\u5272\u3057\u3001\u7a7a\u767d\u884c\u3092\u524a\u9664\u3059\u308b<\/span><\/span><\/div>\n<\/div>\n
\n
tbl.ReqProd = table2array(varfun(@(x) arrayfun(@(a) rmmissing(convertStringsToChars(split(a, newline))), x, ‘UniformOutput’<\/span>, false), tbl(:, 2)));<\/span><\/div>\n<\/div>\n<\/div>\n
\u3053\u3053\u3067 varfun<\/a> \u3084 arrayfun<\/a> \u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3044\u307e\u3057\u305f\u3002\u30d9\u30af\u30c8\u30eb\u6f14\u7b97\u306b\u6163\u308c\u306a\u3044\u3046\u3061\u306f for \u6587\u3067\u66f8\u3044\u3066\u307f\u308b\u306e\u3082\u826f\u3044\u3067\u3057\u3087\u3046\u3002\u4e0b\u8a18\u306e\u30b3\u30e1\u30f3\u30c8\u3092\u89e3\u9664(\u300c%\u300d\u3092\u524a\u9664)\u3057\u3066\u5b9f\u884c\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u540c\u3058\u7d50\u679c\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/div>\n
\n
\n
% for n=1:height(tbl) <\/span><\/span><\/div>\n<\/div>\n
\n
% tempText = split(tbl.(“Required Products”)(n), newline);<\/span><\/span><\/div>\n<\/div>\n
\n
% idx = tempText ~= “”;<\/span><\/span><\/div>\n<\/div>\n
\n
% tbl.ReqProd{n} = convertStringsToChars(tempText(idx));<\/span><\/span><\/div>\n<\/div>\n
\n
% end<\/span><\/span><\/div>\n<\/div>\n<\/div>\n
\u3053\u3053\u3067\u300cRequired Products\u300d\u30ab\u30e9\u30e0\u3067\u306f\u306a\u304f\u300cReqProd\u300d\u30ab\u30e9\u30e0\u3092\u8ffd\u52a0\u3057\u3066\u5206\u5272\u3057\u305f\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n
\n
\n
head(tbl.ReqProd)<\/span><\/div>\n
\n
\n
{4\u00d71 cell}
\n{3\u00d71 cell}
\n{‘MATLAB’}
\n{‘MATLAB’}
\n{3\u00d71 cell}
\n{3\u00d71 cell}
\n{2\u00d71 cell}
\n{2\u00d71 cell}<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\u5404\u884c\u306b\u30bb\u30eb\u914d\u5217\u3068\u3057\u3066\u524d\u63d0\u88fd\u54c1\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3059\u306d\u3002<\/div>\n
<\/div>\n

table.(‘\u30ab\u30e9\u30e0\u540d’)\u306a\u306e\u304b\u3044\u3001table.\u30ab\u30e9\u30e0\u540d\u306a\u306e\u304b\u3044\u3001\u3069\u3063\u3061\u306a\u3093\u3060\u3044\uff01\uff1f<\/h2>\n
\u3053\u3053\u3067\u5c11\u3057\u8131\u7dda\u3057\u307e\u3059\u3002<\/div>\n
\u3055\u3063\u304d\u306f tbl.(“Required Products”) <\/span>\u3067\u30ab\u30e9\u30e0\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u4eca\u5ea6\u306f tbl.ReqProd <\/span>\u3067\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3044\u307e\u3059\u3002<\/div>\n
table.(‘\u30ab\u30e9\u30e0\u540d’)<\/span>\u306a\u306e\u304btable.\u30ab\u30e9\u30e0\u540d<\/span>\u306a\u306e\u304b\u3001\u3069\u3063\u3061\u3092\u4f7f\u3048\u3070\u826f\u3044\u306e\u304b\u8ff7\u3044\u307e\u3059\u306d\u3002<\/div>\n
\u5148\u306b ReqProducts \u30ab\u30e9\u30e0\u3067\u5b9f\u9a13\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/div>\n
\n
\n
head(tbl.(‘ReqProd’<\/span>)) % table.(‘\u30ab\u30e9\u30e0\u540d’)<\/span><\/span><\/div>\n
\n
\n
{4\u00d71 cell}
\n{3\u00d71 cell}
\n{‘MATLAB’}
\n{‘MATLAB’}
\n{3\u00d71 cell}
\n{3\u00d71 cell}
\n{2\u00d71 cell}
\n{2\u00d71 cell}<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\n
head(tbl.(“ReqProd”<\/span>)) % table.(“\u30ab\u30e9\u30e0\u540d”)<\/span><\/span><\/div>\n
\n
\n
{4\u00d71 cell}
\n{3\u00d71 cell}
\n{‘MATLAB’}
\n{‘MATLAB’}
\n{3\u00d71 cell}
\n{3\u00d71 cell}
\n{2\u00d71 cell}
\n{2\u00d71 cell}<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\n
head(tbl.ReqProd) % table.\u30ab\u30e9\u30e0\u540d<\/span><\/span><\/div>\n
\n
\n
{4\u00d71 cell}
\n{3\u00d71 cell}
\n{‘MATLAB’}
\n{‘MATLAB’}
\n{3\u00d71 cell}
\n{3\u00d71 cell}
\n{2\u00d71 cell}
\n{2\u00d71 cell}<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\u300cReqProd\u300d\u30ab\u30e9\u30e0\u3060\u3068table.(‘\u30ab\u30e9\u30e0\u540d’)<\/span>\u3001<\/span>table.(“\u30ab\u30e9\u30e0\u540d”)<\/span>\u3001<\/span>table.\u30ab\u30e9\u30e0\u540d<\/span>\u5168\u3066\u3067\u3044\u3051\u307e\u3059\u306d\u3002<\/div>\n
\u6b21\u306b\u300cRequired Products<\/span>\u300d\u30ab\u30e9\u30e0\u306e\u5834\u5408\u3092\u898b\u3066\u307f\u307e\u3059\u3002<\/div>\n
\n
\n
head(tbl.(‘Required Products’<\/span>)) % table.(‘\u30ab\u30e9\u30e0\u540d’)<\/span><\/span><\/div>\n
\n
\n
“MATLAB\u21b5\u21b5\u21b5\u21b5Communications Toolbox\u21b5\u21b5\u21b5\u21b5DSP System Toolbox\u21b5\u21b5\u21b5\u21b5Signal Processing Toolbox”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Simulink\u21b5\u21b5\u21b5\u21b5Aerospace Toolbox”
\n“MATLAB”
\n“MATLAB”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5DSP System Toolbox\u21b5\u21b5\u21b5\u21b5Signal Processing Toolbox”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Computer Vision Toolbox\u21b5\u21b5\u21b5\u21b5Image Processing Toolbox”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Simulink”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Statistics and Machine Learning Toolbox”<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\n
head(tbl.(“Required Products”<\/span>)) % table.(“\u30ab\u30e9\u30e0\u540d”)<\/span><\/span><\/div>\n
\n
\n
“MATLAB\u21b5\u21b5\u21b5\u21b5Communications Toolbox\u21b5\u21b5\u21b5\u21b5DSP System Toolbox\u21b5\u21b5\u21b5\u21b5Signal Processing Toolbox”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Simulink\u21b5\u21b5\u21b5\u21b5Aerospace Toolbox”
\n“MATLAB”
\n“MATLAB”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5DSP System Toolbox\u21b5\u21b5\u21b5\u21b5Signal Processing Toolbox”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Computer Vision Toolbox\u21b5\u21b5\u21b5\u21b5Image Processing Toolbox”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Simulink”
\n“MATLAB\u21b5\u21b5\u21b5\u21b5Statistics and Machine Learning Toolbox”<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\n
\n
%head(tbl.Required Products) % table.\u30ab\u30e9\u30e0\u540d<\/span><\/span><\/div>\n<\/div>\n<\/div>\n
\"\"<\/div>\n
\u300cRequired Products\u300d\u30ab\u30e9\u30e0\u306e\u5834\u5408\u3001table.\u30ab\u30e9\u30e0\u540d<\/span>\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u30a8\u30e9\u30fc\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3057\u305f\u3002<\/div>\n
\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u300ctable \u5185\u306e\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9<\/a>\u300d\u306b\u3042\u308a\u307e\u3059\u304c\u3001R2019b \u304b\u3089\u5909\u6570\u540d\u3068\u884c\u540d\u306b\u30b9\u30da\u30fc\u30b9\u3084\u975e ASCII \u6587\u5b57\u306a\u3069\u4efb\u610f\u306e\u6587\u5b57\u3092\u5165\u308c\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/div>\n
\u30ab\u30e9\u30e0\u540d\u306b\u30b9\u30da\u30fc\u30b9\u3084\u65e5\u672c\u8a9e\u306a\u3069\u306e\u30de\u30eb\u30c1\u30d0\u30a4\u30c8\u6587\u5b57\u304c\u5165\u3063\u3066\u3044\u308b\u5834\u5408\u3001table.(‘\u30ab\u30e9\u30e0\u540d’)\u3084table.(“\u30ab\u30e9\u30e0\u540d”)\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/div>\n<\/div>\n
<\/div>\n

digraph \u3067\u6709\u5411\u30b0\u30e9\u30d5\u3067\u53ef\u8996\u5316<\/h1>\n
\n
\u3055\u3066\u3001\u305d\u308c\u3067\u306f\u88fd\u54c1\u4f9d\u5b58\u3092\u53ef\u8996\u5316\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n
\u3053\u3053\u3067 digraph<\/span><\/a> \u3092\u4f7f\u3063\u3066\u6709\u5411\u30b0\u30e9\u30d5(\u77e2\u5370\u4ed8\u304d\u306e\u30b0\u30e9\u30d5)\u3067\u63cf\u3044\u3066\u3044\u304d\u307e\u3059\u3002<\/div>\n
\n
\n
% \u30b0\u30e9\u30d5\u8868\u793a\u7528\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210<\/span><\/span><\/div>\n<\/div>\n
\n
% tbl.ReqProd\u3092\u5404\u884c\u3067\u30bb\u30eb\u914d\u5217\u306e\u4e2d\u8eab\u3092\u5c55\u958b\u3059\u308b<\/span><\/span><\/div>\n<\/div>\n
\n
edgeTbl = varfun(@(x) vertcat(x{:}), tbl(:, 3));<\/span><\/div>\n<\/div>\n
\n
% \u30ab\u30e9\u30e0\u540d\u3092Fun_ReqProd\u304b\u3089ReqProd\u306b\u30ea\u30cd\u30fc\u30e0<\/span><\/span><\/div>\n<\/div>\n
\n
edgeTbl = renamevars(edgeTbl, “Fun_ReqProd”<\/span>, “ReqProd”<\/span>);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% Product\u3092\u5404\u884c\u3067ReqProd\u306e\u9577\u3055\u3054\u3068\u306b\u8907\u88fd<\/span><\/span><\/div>\n<\/div>\n
\n
cellT = rowfun(@(x, y) repmat(x, height(y{:}), 1), tbl, InputVariables=[“Product”<\/span>, “ReqProd”<\/span>], OutputFormat=“cell”<\/span>);<\/span><\/div>\n<\/div>\n
\n
edgeTbl.Product = vertcat(cellT{:});<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% Product\u30ab\u30e9\u30e0\u30921\u5217\u76ee\u306b\u5909\u66f4<\/span><\/span><\/div>\n<\/div>\n
\n
edgeTbl = movevars(edgeTbl, ‘Product’<\/span>, ‘Before’<\/span>, ‘ReqProd’<\/span>);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% MATLAB\u3092Product\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u8ffd\u52a0<\/span><\/span><\/div>\n<\/div>\n
\n
edgeTbl.Product = categorical(edgeTbl.Product);<\/span><\/div>\n<\/div>\n
\n
edgeTbl.Product = addcats(edgeTbl.Product, “MATLAB”<\/span>);<\/span><\/div>\n<\/div>\n
\n
% \u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u9806\u306b\u30ab\u30c6\u30b4\u30ea\u30fc\u3092\u4e26\u3079\u66ff\u3048<\/span><\/span><\/div>\n<\/div>\n
\n
edgeTbl.Product = reordercats(edgeTbl.Product);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% missing\u306e\u884c\u3092\u524a\u9664<\/span><\/span><\/div>\n<\/div>\n
\n
edgeTbl = rmmissing(edgeTbl, DataVariables=“ReqProd”<\/span>); <\/span><\/div>\n<\/div>\n
\n
edgeTbl.ReqProd = categorical(edgeTbl.ReqProd);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% \u30ce\u30fc\u30c9\u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210<\/span><\/span><\/div>\n<\/div>\n
\n
nodeTbl = tbl.Product;<\/span><\/div>\n<\/div>\n
\n
nodeTbl(end+1, \ud83d\ude42 = “MATLAB”<\/span>;<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% \u6709\u5411\u30b0\u30e9\u30d5\u306e\u4f5c\u6210<\/span><\/span><\/div>\n<\/div>\n
\n
diG = digraph(edgeTbl.Product, edgeTbl.ReqProd, [], nodeTbl);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% \u6709\u5411\u30b0\u30e9\u30d5\u306e\u53ef\u8996\u5316<\/span><\/span><\/div>\n<\/div>\n
\n
impDig = centrality(diG, “indegree”<\/span>);<\/span><\/div>\n<\/div>\n
\n
impDig(impDig >= 20) = 20;<\/span><\/div>\n<\/div>\n
\n
impDig(impDig >= 10 & impDig < 20) = 10;<\/span><\/div>\n<\/div>\n
\n
impDig(impDig >= 5 & impDig < 10) = 5;<\/span><\/div>\n<\/div>\n
\n
impDig(impDig >= 1 & impDig < 5) = 1;<\/span><\/div>\n<\/div>\n
\n
diG.Nodes.Rank = impDig;<\/span><\/div>\n<\/div>\n
\n
p = plot(diG,‘NodeLabel’<\/span>, diG.Nodes.Name, ‘Layout’<\/span>,‘force’<\/span>, ‘ArrowSize’<\/span>, 6, ‘NodeCData’<\/span>, diG.Nodes.Rank, ‘MarkerSize’<\/span>, diG.Nodes.Rank+1);<\/span><\/div>\n<\/div>\n
\n
ax = gca;<\/span><\/div>\n<\/div>\n
\n
% \u9ed2\u67a0\u7dda\u306e\u524a\u9664<\/span><\/span><\/div>\n<\/div>\n
\n
ax.Box = ‘off’<\/span>;<\/span><\/div>\n<\/div>\n
\n
ax.XColor = ‘none’<\/span>;<\/span><\/div>\n<\/div>\n
\n
ax.YColor = ‘none’<\/span>;<\/span><\/div>\n<\/div>\n
\n
ax.Position = [0.0258823529411765 0.00122549019607843 0.956470588235294 0.97671568627451];<\/span><\/div>\n
\n
\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\u3069\u306e Toolbox \u304c\u3069\u306e\u88fd\u54c1\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u53ef\u8996\u5316\u3067\u304d\u307e\u3057\u305f\u306d\u3002<\/div>\n
\"\"<\/div>\n
<\/div>\n

\u3069\u306e Toolbox \u304c\u30d9\u30fc\u30b9\u3092\u652f\u3048\u3066\u3044\u308b\uff1f<\/h1>\n
digraph \u306b\u306f\u3055\u3089\u306b\u4fbf\u5229\u306a\u6a5f\u80fd\u3082\u3002<\/div>\n
\u30ef\u30fc\u30c9\u30af\u30e9\u30a6\u30c9\u3067\u6587\u5b57\u3092\u53ef\u8996\u5316\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/div>\n
\n
\n
wordcloud(edgeTbl.ReqProd)<\/span><\/div>\n
\n
\n
<\/div>\n
<\/div>\n
<\/div>\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
MATLAB \u304c\u4e00\u756a\u591a\u304f\u3001Simulink \u304c\u7d9a\u304f\u306e\u306f\u4e88\u60f3\u901a\u308a\u3002\u3055\u3089\u306b Signal Processing Toolbox \u304c\u3042\u308a\u307e\u3059\u306d\u3002<\/div>\n
<\/div>\n

\u6570\u5024\u3067\u898b\u3066\u307f\u308b<\/h2>\n
\u5185\u5411\u304d\u306e\u77e2\u5370\u6570<\/div>\n
\n
\n
indegArr = indegree(diG);<\/span><\/div>\n<\/div>\n<\/div>\n
\u5916\u5411\u304d\u306e\u77e2\u5370\u6570<\/div>\n
\n
\n
outdegArr = outdegree(diG);<\/span><\/div>\n<\/div>\n<\/div>\n
\u591a\u3044\u9806\u306b\u30bd\u30fc\u30c8<\/div>\n
\n
\n
[sortedRank, sortIdx] = sortrows(indegArr, ‘descend’<\/span>);<\/span><\/div>\n<\/div>\n
\n
table(sortedRank, diG.Nodes.Name(sortIdx))<\/span><\/div>\n
\n
\n
\n
ans = 130\u00d72 table <\/span><\/div>\n
\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
<\/th>\nsortedRank<\/th>\nVar2<\/th>\n<\/tr>\n<\/thead>\n
1<\/th>\n114<\/td>\n‘MATLAB’<\/td>\n<\/tr>\n
2<\/th>\n32<\/td>\n‘Simulink’<\/td>\n<\/tr>\n
3<\/th>\n17<\/td>\n‘Signal\u00a0Processing\u00a0Toolbox’<\/td>\n<\/tr>\n
4<\/th>\n15<\/td>\n‘DSP\u00a0System\u00a0Toolbox’<\/td>\n<\/tr>\n
5<\/th>\n9<\/td>\n‘Statistics\u00a0and\u00a0Machine\u00a0Learning\u00a0Toolbox’<\/td>\n<\/tr>\n
6<\/th>\n7<\/td>\n‘Communications\u00a0Toolbox’<\/td>\n<\/tr>\n
7<\/th>\n7<\/td>\n‘Optimization\u00a0Toolbox’<\/td>\n<\/tr>\n
8<\/th>\n5<\/td>\n‘Image\u00a0Processing\u00a0Toolbox’<\/td>\n<\/tr>\n
9<\/th>\n5<\/td>\n‘Simscape’<\/td>\n<\/tr>\n
10<\/th>\n4<\/td>\n‘Fixed-Point\u00a0Designer’<\/td>\n<\/tr>\n
11<\/th>\n4<\/td>\n‘MATLAB\u00a0Coder’<\/td>\n<\/tr>\n
12<\/th>\n3<\/td>\n‘Control\u00a0System\u00a0Toolbox’<\/td>\n<\/tr>\n
13<\/th>\n3<\/td>\n‘RF\u00a0Toolbox’<\/td>\n<\/tr>\n
14<\/th>\n3<\/td>\n‘RoadRunner’<\/td>\n<\/tr>\n
\u22ee<\/th>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n
<\/div>\n
<\/div>\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
MATLAB\u3001Simulink \u304c1\u30012\u4f4d\u306a\u306e\u306f\u4e88\u60f3\u901a\u308a\u3067\u3059\u304c\u30013\u4f4d\u306b Signal Processing Toolbox\u30014\u4f4d\u306b DSP System Toolbox \u3068\u4fe1\u53f7\u51e6\u7406\u7cfb\u304c\u30e9\u30f3\u30af\u30a4\u30f3\u3002<\/div>\n
<\/div>\n

MATLAB \u4ee5\u5916\u3067\u898b\u3066\u307f\u308b<\/h2>\n
MATLAB \u304c\u524d\u63d0\u3068\u306a\u3063\u305f\u306e\u306f\u5206\u304b\u3063\u305f\u306e\u3067\u3001\u305d\u308c\u4ee5\u5916\u3092\u898b\u3084\u3059\u304f\u3059\u308b\u3088\u3046\u306b\u3001\u30b0\u30e9\u30d5\u304b\u3089 MATLAB \u3068 Simulink \u3092\u9664\u3044\u3066\u307f\u307e\u3059\u3002<\/div>\n
subgraph<\/a> \u95a2\u6570\u3067\u3001\u30b0\u30e9\u30d5\u304b\u3089\u90e8\u5206\u30b0\u30e9\u30d5\u3092\u62bd\u51fa\u3067\u304d\u307e\u3059\u3002<\/div>\n
\n
\n
idx = nodeTbl ~= “MATLAB” <\/span>& nodeTbl ~= “Simulink”<\/span>;<\/span><\/div>\n<\/div>\n
\n
subG = subgraph(diG, idx);<\/span><\/div>\n<\/div>\n
\n
<\/div>\n<\/div>\n
\n
% \u6709\u5411\u30b0\u30e9\u30d5\u306e\u53ef\u8996\u5316<\/span><\/span><\/div>\n<\/div>\n
\n
plot(subG, ‘NodeLabel’<\/span>, subG.Nodes.Name, ‘Layout’<\/span>,‘circle’<\/span>, ‘ArrowSize’<\/span>, 6)<\/span><\/div>\n<\/div>\n
\n
ax = gca;<\/span><\/div>\n<\/div>\n
\n
ax.Box = ‘off’<\/span>;<\/span><\/div>\n<\/div>\n
\n
ax.XColor = ‘none’<\/span>;<\/span><\/div>\n<\/div>\n
\n
ax.YColor = ‘none’<\/span>;<\/span><\/div>\n
\n
\n
<\/div>\n
\u5b9f\u884c\u7d50\u679c\u306e\u753b\u50cf\u3002Toolbox \u540c\u58eb\u306e\u4f9d\u5b58\u95a2\u4fc2\u304c\u53ef\u8996\u5316\u3067\u304d\u307e\u3057\u305f\u3002<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
\"\"<\/div>\n
<\/div>\n

\u7559\u610f\u70b9<\/h2>\n
\u3053\u306e\u30c7\u30e2\u306f R2023a \u6642\u70b9\u306e\u3082\u306e\u3067\u3059\u3002\u4eca\u5f8c\u30b7\u30b9\u30c6\u30e0\u8981\u4ef6\u30da\u30fc\u30b8\u304c\u66f4\u65b0\u3055\u308c\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3053\u306e\u5b9f\u884c\u7d50\u679c\u3068\u5408\u308f\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u4eca\u56de\u306f\u30b7\u30b9\u30c6\u30e0\u8981\u4ef6\u30da\u30fc\u30b8\u306e\u300cDetails\u300d\u30ab\u30e9\u30e0\u306f\u8003\u616e\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u5b9f\u969b\u306b\u306f\u4f8b\u3048\u3070Deep Learning Toolbox\u306e\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2(trainNetwork)\u3067GPU\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306fParallel Computing Toolbox\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u300cRequired Products\u300d\u30ab\u30e9\u30e0\u3060\u3051\u3067\u898b\u305f\u5834\u5408\u3068\u524d\u63d0\u88fd\u54c1\u304c\u5909\u308f\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n