{"id":219,"date":"2024-04-14T15:32:04","date_gmt":"2024-04-14T06:32:04","guid":{"rendered":"https:\/\/chocottopro.com\/?p=219"},"modified":"2024-04-26T11:10:25","modified_gmt":"2024-04-26T02:10:25","slug":"%e3%80%90%e6%b1%ba%e5%ae%9a%e7%89%88%e3%80%91sympy%e3%81%ae%e4%bd%bf%e3%81%84%e6%96%b9%e3%83%9e%e3%82%b9%e3%82%bf%e3%83%bc%ef%bc%81python%e5%88%9d%e5%bf%83%e8%80%85%e3%81%a7%e3%82%82%e3%82%8f%e3%81%8b","status":"publish","type":"post","link":"https:\/\/chocottopro.com\/?p=219","title":{"rendered":"\u3010\u6c7a\u5b9a\u7248\u3011sympy\u306e\u4f7f\u3044\u65b9\u30de\u30b9\u30bf\u30fc\uff01Python\u521d\u5fc3\u8005\u3067\u3082\u308f\u304b\u308b\u30b3\u30fc\u30c9\u4f8b\u3068\u89e3\u8aac"},"content":{"rendered":"\n<p>Python\u306e\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30easympy\u306f\u3001\u6570\u5f0f\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3057\u3001\u7814\u7a76\u30fb\u958b\u767a\u306e\u751f\u7523\u6027\u3092\u98db\u8e8d\u7684\u306b\u9ad8\u3081\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001sympy\u306e\u7279\u5fb4\u3084\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3001\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9\u4f8b\u3001\u4ed6\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u6bd4\u8f03\u306a\u3069\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-block-simple sgb-box-simple sgb-box-simple--title-normal sgb-box-simple--with-border\"><div style=\"background-color:var(--wp--preset--color--sango-main);color:#FFF\" class=\"sgb-box-simple__title\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3060\u3089\u308f\u304b\u308b\u3053\u3068<\/div><div class=\"sgb-box-simple__body\" style=\"border-color:var(--wp--preset--color--sango-main);background-color:#FFF\">\n<ul class=\"wp-block-list\">\n<li>sympy\u306e\u6982\u8981\u3068\u7279\u5fb4<\/li>\n\n\n\n<li>sympy\u3092\u4f7f\u3063\u305f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c<\/li>\n\n\n\n<li>\u521d\u5fc3\u8005\u5411\u3051\u304b\u3089\u4e2d\u7d1a\u8005\u5411\u3051\u307e\u3067\u306e\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9\u4f8b<\/li>\n\n\n\n<li>sympy\u306a\u3089\u3067\u306f\u306e\u4fbf\u5229\u306a\u6a5f\u80fd<\/li>\n\n\n\n<li>\u4ed6\u306e\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u6bd4\u8f03<\/li>\n\n\n\n<li>sympy\u3092\u9078\u3076\u3079\u304d\u7406\u7531\u3068\u9069\u3057\u305f\u30e6\u30fc\u30b6\u30fc\u50cf<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div class=\"toc\"><br \/>\n<b>Warning<\/b>:  Undefined array key \"is_admin\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>116<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_category_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>121<\/b><br \/>\n<br \/>\n<b>Warning<\/b>:  Undefined array key \"is_top\" in <b>\/home\/c7479301\/public_html\/chocottopro.com\/wp-content\/themes\/sango-theme\/library\/gutenberg\/dist\/classes\/Toc.php<\/b> on line <b>128<\/b><br \/>\n    <div id=\"toc_container\" class=\"sgb-toc--bullets js-smooth-scroll\" data-dialog-title=\"Table of Contents\">\n      <p class=\"toc_title\">\u76ee\u6b21 <\/p>\n      <ul class=\"toc_list\">  <li class=\"first\">    <a href=\"#i-0\">sympy\u3068\u306f\uff1f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6982\u8981\u3068\u7279\u5fb4<\/a>  <\/li>  <li>    <a href=\"#i-1\">sympy\u3092\u4f7f\u3063\u305f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u5b9f\u8df5\uff01\u8c4a\u5bcc\u306a\u30b3\u30fc\u30c9\u4f8b\u3082\uff01<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-2\">\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c<\/a>      <\/li>      <li>        <a href=\"#i-3\">\u521d\u5fc3\u8005\u5411\u3051\u306e\u7c21\u5358\u306a\u30b3\u30fc\u30c9\u4f8b<\/a>      <\/li>      <li>        <a href=\"#i-4\">\u4e2d\u7d1a\u8005\u5411\u3051\u306e\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9\u4f8b<\/a>      <\/li>      <li>        <a href=\"#i-5\">\u3082\u3063\u3068\u4fbf\u5229\uff01sympy\u306a\u3089\u3067\u306f\u306e\u6a5f\u80fd<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-6\">\u307e\u3068\u3081<\/a>      <\/li>    <\/ul>  <\/li>  <li>    <a href=\"#i-7\">sympy\u3068\u4ed6\u306e\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6bd4\u8f03\uff01\u9078\u3076\u3079\u304d\u7406\u7531\u3068\u306f\uff1f<\/a>    <ul class=\"menu_level_1\">      <li class=\"first\">        <a href=\"#i-8\">\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4ee3\u8868\u683c<\/a>      <\/li>      <li>        <a href=\"#i-9\">sympy\u3068\u306e\u9055\u3044\u306f\uff1f<\/a>      <\/li>      <li>        <a href=\"#i-10\">\u30e9\u30a4\u30d6\u30e9\u30ea\u9078\u629e\u306e\u5224\u65ad\u57fa\u6e96\u306f\uff1f<\/a>      <\/li>      <li class=\"last\">        <a href=\"#i-11\">\u307e\u3068\u3081<\/a>      <\/li>    <\/ul>  <\/li>  <li class=\"last\">    <a href=\"#i-12\">\u307e\u3068\u3081\uff1asympy\u3092\u4f7f\u3044\u3053\u306a\u3057\u3066\u7814\u7a76\u30fb\u958b\u767a\u3092\u52a0\u901f\u3057\u3088\u3046<\/a>  <\/li><\/ul>\n      \n    <\/div><\/div><h2 class=\"wp-block-heading\" id=\"i-0\">sympy\u3068\u306f\uff1f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6982\u8981\u3068\u7279\u5fb4<\/h2>\n\n\n\n<p>\u6570\u5b66\u306e\u554f\u984c\u3092\u89e3\u304f\u3068\u304d\u3001\u7686\u3055\u3093\u306f\u6570\u5f0f\u5909\u5f62\u306b\u82e6\u52b4\u3057\u305f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f<br>\u5fae\u5206\u3084\u7a4d\u5206\u3001\u65b9\u7a0b\u5f0f\u306e\u8a08\u7b97\u306b\u81a8\u5927\u306a\u6642\u9593\u3092\u53d6\u3089\u308c\u3001\u672c\u6765\u53d6\u308a\u7d44\u3080\u3079\u304d\u8ab2\u984c\u306b\u96c6\u4e2d\u3067\u304d\u306a\u3044\u2026\u3002<br>\u305d\u3093\u306a\u6570\u5f0f\u51e6\u7406\u306e\u30b9\u30c8\u30ec\u30b9\u304b\u3089\u958b\u653e\u3057\u3066\u304f\u308c\u308b\u306e\u304c\u3001Python\u306e\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u300csympy\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p>sympy\u306f\u3001\u8a18\u53f7\u3092\u7528\u3044\u305f\u6570\u5f0f\u306e\u5909\u5f62\u3084\u6f14\u7b97\u306b\u7279\u5316\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002<br>2005\u5e74\u306b\u521d\u3081\u3066\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u4ee5\u964d\u3001\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u652f\u6301\u3055\u308c\u3001\u7d99\u7d9a\u7684\u306b\u958b\u767a\u304c\u9032\u3081\u3089\u308c\u3066\u304d\u307e\u3057\u305f\u3002<br>\u540d\u524d\u306e\u7531\u6765\u306f\u3001\u300cSymbolic Python\uff08\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30d1\u30a4\u30bd\u30f3\uff09\u300d\u306e\u7565\u3067\u3001\u307e\u3055\u306b\u6570\u5f0f\u51e6\u7406\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30c4\u30fc\u30eb\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>sympy\u306e\u5927\u304d\u306a\u7279\u5fb4\u306f\u3001\u6570\u5024\u8a08\u7b97\u3067\u306f\u306a\u304f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306b\u529b\u3092\u5165\u308c\u3066\u3044\u308b\u70b9\u3067\u3059\u3002<br>\u6570\u5f0f\u3092\u8a18\u53f7\u306e\u307e\u307e\u9ad8\u901f\u306b\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u81a8\u5927\u306a\u8a08\u7b97\u91cf\u3092\u8981\u3059\u308b\u554f\u984c\u306b\u3082\u52b9\u7387\u7684\u306b\u5bfe\u51e6\u53ef\u80fd\u3002<br>\u5fae\u7a4d\u5206\u3084\u7d1a\u6570\u5c55\u958b\u3001\u9023\u7acb\u65b9\u7a0b\u5f0f\u306e\u89e3\u6cd5\u3001\u884c\u5217\u8a08\u7b97\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u6570\u5b66\u7684\u30c8\u30d4\u30c3\u30af\u3092\u30ab\u30d0\u30fc\u3057\u3066\u304a\u308a\u3001<br>\u5c02\u9580\u7684\u306a\u8a08\u7b97\u3082\u624b\u8efd\u306b\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3001sympy\u306fLaTeX\u5f62\u5f0f\u3067\u306e\u6570\u5f0f\u51fa\u529b\u306b\u3082\u5bfe\u5fdc\u3002<br>\u7814\u7a76\u3084\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u904e\u7a0b\u3067\u3001\u7f8e\u3057\u3044\u6570\u5f0f\u3092\u7c21\u5358\u306b\u7d44\u7248\u3067\u304d\u308b\u306e\u306f\u5927\u304d\u306a\u9b45\u529b\u3060\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<br>Python\u3092\u4f7f\u3044\u6163\u308c\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u3001NumPy\u3084Matplotlib\u3068\u3044\u3063\u305f\u4ed6\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u89aa\u548c\u6027\u306e\u9ad8\u3055\u3082\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306bsympy\u3092\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5c0e\u5165\u3057\u3066\u3044\u308b\u4e8b\u4f8b\u306f\u3001\u7269\u7406\u5b66\u3084\u5de5\u5b66\u3001\u91d1\u878d\u5de5\u5b66\u306a\u3069\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3001\u6d41\u4f53\u529b\u5b66\u306e\u8907\u96d1\u306a\u65b9\u7a0b\u5f0f\u3092sympy\u3067\u89e3\u304d\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u6d3b\u7528\u3059\u308b\u30b1\u30fc\u30b9\u3082\u3002<br>\u30b3\u30fc\u30c9\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30df\u30b9\u306e\u306a\u3044\u6b63\u78ba\u306a\u8a08\u7b97\u3092\u5b9f\u73fe\u3057\u3001\u7d50\u679c\u306e\u518d\u73fe\u6027\u3092\u62c5\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>Mathematica\u306a\u3069\u306e\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u6bd4\u3079\u308b\u3068\u3001sympy\u306f\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u6291\u3048\u3089\u308c\u308b\u306e\u3082\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002<br>MATLAB\u306a\u3069\u306e\u6570\u5024\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u3088\u308a\u3082\u6570\u5f0f\u51e6\u7406\u306b\u9069\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u76ee\u7684\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001sympy\u306fPython\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u3001\u6570\u5f0f\u51e6\u7406\u306e\u751f\u7523\u6027\u3092\u98db\u8e8d\u7684\u306b\u9ad8\u3081\u3066\u304f\u308c\u308b\u5fc3\u5f37\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002<br>\u5c11\u3057 specialized \u306a\u5370\u8c61\u3092\u6301\u305f\u308c\u304c\u3061\u3067\u3059\u304c\u3001\u6570\u5b66\u7684\u306a\u554f\u984c\u306b\u60a9\u307e\u3055\u308c\u3066\u3044\u308b\u521d\u5fc3\u8005\u3053\u305d\u3001\u4e00\u5ea6\u89e6\u308c\u3066\u307f\u308b\u4fa1\u5024\u306f\u5927\u3044\u306b\u3042\u308b\u3067\u3057\u3087\u3046\u3002<br>\u6b21\u7ae0\u3067\u306f\u3001\u5177\u4f53\u7684\u306asympy\u306e\u4f7f\u3044\u65b9\u3092\u4e00\u6b69\u305a\u3064\u4e01\u5be7\u306b\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-1\">sympy\u3092\u4f7f\u3063\u305f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u5b9f\u8df5\uff01\u8c4a\u5bcc\u306a\u30b3\u30fc\u30c9\u4f8b\u3082\uff01<\/h2>\n\n\n\n<p>\u6b21\u306f\u3001sympy\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306b\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u3092\u884c\u3046\u65b9\u6cd5\u3092\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br>\u6570\u5f0f\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u8a08\u7b97\u3082\u9a5a\u304f\u307b\u3069\u30b7\u30f3\u30d7\u30eb\u306b\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br>\u3053\u3053\u3067\u306f\u3001\u521d\u6b69\u7684\u306a\u4f7f\u3044\u65b9\u304b\u3089\u5b9f\u8df5\u7684\u306a\u30c6\u30af\u30cb\u30c3\u30af\u307e\u3067\u3001\u30d0\u30e9\u30a8\u30c6\u30a3\u8c4a\u304b\u306a\u30b3\u30fc\u30c9\u4f8b\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u307e\u3057\u305f\u3002<br>\u307e\u305a\u306f\u4e00\u7dd2\u306b\u624b\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u3001sympy\u306e\u9b45\u529b\u3092\u4f53\u611f\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\uff01<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-2\">\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u57fa\u672c\u7684\u306a\u6d41\u308c<\/h3>\n\n\n\n<p>sympy\u3092\u4f7f\u3063\u305f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306f\u3001\u4e00\u822c\u7684\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>sympy\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u8aad\u307f\u8fbc\u3080<\/li>\n\n\n\n<li>\u30b7\u30f3\u30dc\u30eb\uff08\u8a18\u53f7\uff09\u3092\u5b9a\u7fa9\u3057\u3001\u6570\u5f0f\u3092\u69cb\u7bc9\u3059\u308b<\/li>\n\n\n\n<li>\u6570\u5f0f\u3092\u5909\u5f62\u30fb\u5c55\u958b\u30fb\u7c21\u5358\u5316\u3059\u308b\u305f\u3081\u306e\u30e1\u30bd\u30c3\u30c9\u3092\u9069\u7528\u3059\u308b<\/li>\n\n\n\n<li>\u7d50\u679c\u3092\u5909\u6570\u306b\u4ee3\u5165\u3057\u305f\u308a\u3001LaTeX\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u305f\u308a\u3059\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u5177\u4f53\u7684\u306a\u30b3\u30fc\u30c9\u4f8b\u3092\u898b\u306a\u304c\u3089\u3001\u3053\u306e\u6d41\u308c\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-3\">\u521d\u5fc3\u8005\u5411\u3051\u306e\u7c21\u5358\u306a\u30b3\u30fc\u30c9\u4f8b<\/h3>\n\n\n\n<p>\u307e\u305a\u306f\u3001sympy\u3092\u4f7f\u3063\u305f\u7c21\u5358\u306a\u8a08\u7b97\u306e\u4f8b\u3067\u3059\u30022\u6b21\u65b9\u7a0b\u5f0f\u306e\u89e3\u3092\u6c42\u3081\u308b\u30b3\u30fc\u30c9\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from sympy import *\n\n# \u30b7\u30f3\u30dc\u30eb\u306e\u5b9a\u7fa9\nx = Symbol('x')\n\n# 2\u6b21\u65b9\u7a0b\u5f0f\u306e\u5b9a\u7fa9\neq = x**2 + 4*x + 3\n\n# \u65b9\u7a0b\u5f0f\u3092\u89e3\u304f\nsol = solve(eq)\n\nprint(f\"\u65b9\u7a0b\u5f0f {eq} = 0 \u306e\u89e3\u306f {sol} \u3067\u3059\u3002\")<\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u65b9\u7a0b\u5f0f x**2 + 4*x + 3 = 0 \u306e\u89e3\u306f [-3, -1] \u3067\u3059\u3002<\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001<code>Symbol<\/code>\u3092\u4f7f\u3063\u3066\u30b7\u30f3\u30dc\u30eb<code>x<\/code>\u3092\u5b9a\u7fa9\u3057\u3001\u65b9\u7a0b\u5f0f<code>eq<\/code>\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<br><code>solve<\/code>\u95a2\u6570\u306b\u65b9\u7a0b\u5f0f\u3092\u6e21\u3059\u3060\u3051\u3067\u3001\u3042\u3063\u3068\u3044\u3046\u9593\u306b\u89e3\u304c\u5f97\u3089\u308c\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4ed6\u306b\u3082\u3001\u57fa\u672c\u7684\u306a\u5fae\u7a4d\u5206\u306e\u8a08\u7b97\u3082\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002<br>\u4f8b\u3048\u3070\u3001<code>sin(x)<\/code>\u306e\u5fae\u5206\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3057\u3066\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from sympy import *\n\nx = Symbol('x')\nf = sin(x)\n\nprint(f\"{f} \u306e\u5fae\u5206\u306f {diff(f)} \u3067\u3059\u3002\")<\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">sin(x) \u306e\u5fae\u5206\u306f cos(x) \u3067\u3059\u3002<\/pre>\n\n\n\n<p><code>diff<\/code>\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u3053\u306e\u3088\u3046\u306b\u7c21\u5358\u306b\u5fae\u5206\u3092\u8a08\u7b97\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-4\">\u4e2d\u7d1a\u8005\u5411\u3051\u306e\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9\u4f8b<\/h3>\n\n\n\n<p>\u7d9a\u3044\u3066\u3001\u5c11\u3057\u5b9f\u8df5\u7684\u306a\u30b3\u30fc\u30c9\u4f8b\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002<br>\u9023\u7acb\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u305f\u308a\u3001\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u89e3\u3044\u305f\u308a\u3059\u308b\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u9023\u7acb\u65b9\u7a0b\u5f0f\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from sympy import *\n\nx, y = symbols('x y')\n\neq1 = 2*x + y - 6\neq2 = x - y - 1\n\nsol = solve((eq1, eq2))\n\nprint(f\"\u9023\u7acb\u65b9\u7a0b\u5f0f {eq1} = 0, {eq2} = 0 \u306e\u89e3\u306f {sol} \u3067\u3059\u3002\")<\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u9023\u7acb\u65b9\u7a0b\u5f0f 2*x + y - 6 = 0, x - y - 1 = 0 \u306e\u89e3\u306f {x: 7\/3, y: 4\/3} \u3067\u3059\u3002<\/pre>\n\n\n\n<p>\u8907\u6570\u306e\u30b7\u30f3\u30dc\u30eb\u3092\u5b9a\u7fa9\u3057\u3001\u9023\u7acb\u65b9\u7a0b\u5f0f\u3092<code>solve<\/code>\u95a2\u6570\u306b\u6e21\u3059\u3060\u3051\u3067\u3001\u898b\u4e8b\u306b\u89e3\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u6b21\u306f\u30011\u968e\u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u306e\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from sympy import *\n\nx = Symbol('x')\ny = Function('y')\n\neq = Eq(y(x).diff(x) - 2*y(x), exp(x))\n\nsol = dsolve(eq, y(x))\n\nprint(f\"\u5fae\u5206\u65b9\u7a0b\u5f0f {eq} \u306e\u89e3\u306f {sol} \u3067\u3059\u3002\")<\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u5fae\u5206\u65b9\u7a0b\u5f0f Eq(-2*y(x) + Derivative(y(x), x), exp(x)) \u306e\u89e3\u306f Eq(y(x), (C1*exp(x) - 1)*exp(x)) \u3067\u3059\u3002<\/pre>\n\n\n\n<p><code>Function<\/code>\u3092\u4f7f\u3063\u3066\u672a\u77e5\u95a2\u6570<code>y(x)<\/code>\u3092\u5b9a\u7fa9\u3057\u3001<code>Eq<\/code>\u3092\u4f7f\u3063\u3066\u5fae\u5206\u65b9\u7a0b\u5f0f\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<br><code>dsolve<\/code>\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u3053\u306e\u3088\u3046\u306a\u5fae\u5206\u65b9\u7a0b\u5f0f\u3082\u7c21\u5358\u306b\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-5\">\u3082\u3063\u3068\u4fbf\u5229\uff01sympy\u306a\u3089\u3067\u306f\u306e\u6a5f\u80fd<\/h3>\n\n\n\n<p>\u3053\u3053\u307e\u3067\u306e\u30b3\u30fc\u30c9\u4f8b\u304b\u3089\u3082\u308f\u304b\u308b\u901a\u308a\u3001sympy\u306b\u306f\u6570\u5f0f\u51e6\u7406\u306b\u7279\u5316\u3057\u305f\u4fbf\u5229\u306a\u95a2\u6570\u304c\u6570\u591a\u304f\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u3088\u304f\u4f7f\u3046\u95a2\u6570\u3092\u899a\u3048\u3066\u304a\u304f\u3068\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u624b\u9593\u3092\u5927\u5e45\u306b\u6e1b\u3089\u305b\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4f8b\u3048\u3070\u3001<code>expand<\/code>\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u6570\u5f0f\u3092\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from sympy import *\n\nx = Symbol('x')\n\neq = (x + 1)**2\n\nprint(f\"{eq} \u3092\u5c55\u958b\u3059\u308b\u3068 {expand(eq)} \u306b\u306a\u308a\u307e\u3059\u3002\")<\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">(x + 1)**2 \u3092\u5c55\u958b\u3059\u308b\u3068 x**2 + 2*x + 1 \u306b\u306a\u308a\u307e\u3059\u3002<\/pre>\n\n\n\n<p>\u53cd\u5bfe\u306b\u3001<code>factor<\/code>\u95a2\u6570\u3092\u4f7f\u3048\u3070\u3001\u56e0\u6570\u5206\u89e3\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from sympy import *\n\nx = Symbol('x')\n\neq = x**2 + 2*x + 1\n\nprint(f\"{eq} \u3092\u56e0\u6570\u5206\u89e3\u3059\u308b\u3068 {factor(eq)} \u306b\u306a\u308a\u307e\u3059\u3002\")<\/pre>\n\n\n\n<p>\u51fa\u529b\u7d50\u679c\u306f\u3053\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">x**2 + 2*x + 1 \u3092\u56e0\u6570\u5206\u89e3\u3059\u308b\u3068 (x + 1)**2 \u306b\u306a\u308a\u307e\u3059\u3002<\/pre>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306b\u3001sympy\u306e\u95a2\u6570\u3092\u4f7f\u3044\u3053\u306a\u305b\u3070\u3001\u6570\u5f0f\u51e6\u7406\u3092\u3050\u3063\u3068\u7c21\u6f54\u306b\u8a18\u8ff0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-6\">\u307e\u3068\u3081<\/h3>\n\n\n\n<p>\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u529b\u3092\u501f\u308a\u308c\u3070\u3001\u6570\u5b66\u306e\u554f\u984c\u3082\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u624b\u8efd\u306b\u89e3\u6c7a\u3067\u304d\u308b\u6642\u4ee3\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\u305d\u306e\u4e2d\u3067\u3082sympy\u306f\u3001Python\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u6700\u3082\u8eab\u8fd1\u3067\u3001\u5b9f\u8df5\u7684\u306a\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<br>\u3053\u3053\u3067\u7d39\u4ecb\u3057\u305f\u30b3\u30fc\u30c9\u4f8b\u3092\u53c2\u8003\u306b\u3001\u305c\u3072\u7686\u3055\u3093\u3082\u6570\u5f0f\u51e6\u7406\u306e\u81ea\u52d5\u5316\u306b\u6311\u6226\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br>\u6700\u521d\u306f\u6570\u5f0f\u306e\u5165\u529b\u306b\u6238\u60d1\u3046\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u6163\u308c\u3066\u3057\u307e\u3048\u3070\u305d\u306e\u4fbf\u5229\u3055\u306b\u75c5\u307f\u3064\u304d\u306b\u306a\u308b\u3053\u3068\u9593\u9055\u3044\u306a\u3057\u3067\u3059\uff01<\/p>\n\n\n\n<p>\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306f\u3001\u4e00\u898b\u3068\u3063\u3064\u304d\u306b\u304f\u3044\u5370\u8c61\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u3084\u3063\u3066\u307f\u308b\u3068\u6848\u5916\u7c21\u5358\u3002<br>\u8eab\u8fd1\u306a\u3068\u3053\u308d\u304b\u3089\u5c11\u3057\u305a\u3064\u59cb\u3081\u3066\u3001\u5f90\u3005\u306b\u5c02\u9580\u7684\u306a\u554f\u984c\u89e3\u6c7a\u306b\u3082\u6d3b\u7528\u3057\u3066\u3044\u304f\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<br>\u3053\u308c\u304b\u3089\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30e9\u30a4\u30d5\u306b\u3001\u305c\u3072sympy\u3092\u53d6\u308a\u5165\u308c\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\u3002<br>\u307f\u306a\u3055\u3093\u306e\u6570\u5b66\u306e\u63a2\u6c42\u304c\u3001sympy\u306b\u3088\u3063\u3066\u52a0\u901f\u3055\u308c\u308b\u3053\u3068\u3092\u5fc3\u304b\u3089\u9858\u3063\u3066\u3044\u307e\u3059\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"i-7\">sympy\u3068\u4ed6\u306e\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u6bd4\u8f03\uff01\u9078\u3076\u3079\u304d\u7406\u7531\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u8a00\u3048\u3070\u3001Mathematica\u306b\u4ee3\u8868\u3055\u308c\u308b\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u6709\u540d\u3067\u3059\u3002<br>Maple\u3084\u6700\u8fd1\u3067\u306fMATLAB\u306a\u3069\u3082\u3001\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306e\u6a5f\u80fd\u3092\u5099\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\u3067\u306f\u3001\u540c\u3058\u3088\u3046\u306a\u6a5f\u80fd\u3092\u6301\u3064\u3053\u308c\u3089\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u3001sympy\u306f\u3069\u3046\u9055\u3046\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<br>\u3053\u3053\u3067\u306f\u3001\u4e3b\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u7279\u5fb4\u3092\u6574\u7406\u3057\u3064\u3064\u3001sympy\u3092\u9078\u3076\u3079\u304d\u7406\u7531\u3092\u8003\u3048\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-8\">\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4ee3\u8868\u683c<\/h3>\n\n\n\n<p>\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4ee3\u8868\u683c\u3068\u8a00\u3048\u3070\u3001\u4ee5\u4e0b\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mathematica: Wolfram Research\u793e\u306e\u958b\u767a\u3059\u308b\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30021988\u5e74\u306e\u767b\u5834\u4ee5\u6765\u3001\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u5206\u91ce\u3092\u727d\u5f15\u3057\u3066\u304d\u305f\u3002<\/li>\n\n\n\n<li>Maple: Maplesoft\u793e\u306e\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3002\u5de5\u5b66\u30fb\u79d1\u5b66\u30fb\u6570\u5b66\u5206\u91ce\u3092\u4e2d\u5fc3\u306b\u5e45\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>MATLAB: MathWorks\u793e\u306e\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3002\u672c\u6765\u306f\u6570\u5024\u8a08\u7b97\u306b\u7279\u5316\u3057\u3066\u3044\u305f\u304c\u3001\u8fd1\u5e74\u306f\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u306b\u3082\u5bfe\u5fdc\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306f\u3044\u305a\u308c\u3082\u9ad8\u6a5f\u80fd\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u4e00\u65b9\u3067\u5c0e\u5165\u30b3\u30b9\u30c8\u306e\u9ad8\u3055\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u304c\u9ad8\u984d\u306a\u305f\u3081\u3001\u500b\u4eba\u3067\u6c17\u8efd\u306b\u4f7f\u3046\u306b\u306f\u6577\u5c45\u304c\u9ad8\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-9\">sympy\u3068\u306e\u9055\u3044\u306f\uff1f<\/h3>\n\n\n\n<p>\u3053\u308c\u306b\u5bfe\u3057\u3066sympy\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u8ab0\u3067\u3082\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u306e\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<br>\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c\u6570\u5341\u4e07\u5186\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u3092\u8981\u6c42\u3059\u308b\u306e\u306b\u6bd4\u3079\u3001sympy\u306a\u3089\u4e88\u7b97\u30bc\u30ed\u3067\u3082\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<br>\u52a0\u3048\u3066\u3001Python\u3055\u3048\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308c\u3070\u3001\u7c21\u5358\u306b\u74b0\u5883\u3092\u6574\u3048\u3089\u308c\u308b\u70b9\u3082\u9b45\u529b\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u6a5f\u80fd\u9762\u3067\u306f\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u65b9\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b\u306e\u306f\u4e8b\u5b9f\u3067\u3059\u3002<br>\u9ad8\u5ea6\u306a\u6570\u5f0f\u5909\u5f62\u3084\u6700\u9069\u5316\u554f\u984c\u306e\u89e3\u6cd5\u306a\u3069\u3001sympy\u306b\u306f\u306a\u3044\u6a5f\u80fd\u3082\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002<br>\u305f\u3060\u3057\u3001\u57fa\u672c\u7684\u306a\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u3067\u3042\u308c\u3070\u3001sympy\u3067\u5341\u5206\u30ab\u30d0\u30fc\u3067\u304d\u308b\u30ec\u30d9\u30eb\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>UI\u306e\u4f7f\u3044\u3084\u3059\u3055\u3082\u3001\u5546\u7528\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u8ecd\u914d\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<br>\u3053\u308c\u3089\u306e\u591a\u304f\u306f\u5bfe\u8a71\u7684\u306b\u6570\u5f0f\u3092\u5165\u529b\u3067\u304d\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u5f62\u5f0f\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4e0d\u8981\u3067\u8a08\u7b97\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<br>sympy\u306e\u5834\u5408\u3001\u3042\u304f\u307e\u3067Python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u3057\u3066\u306e\u5229\u7528\u304c\u57fa\u672c\u3068\u306a\u308b\u305f\u3081\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"i-10\">\u30e9\u30a4\u30d6\u30e9\u30ea\u9078\u629e\u306e\u5224\u65ad\u57fa\u6e96\u306f\uff1f<\/h3>\n\n\n\n<p>\u3067\u306f\u3001\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u9078\u3076\u969b\u306f\u3001\u3069\u3093\u306a\u57fa\u6e96\u3067\u5224\u65ad\u3059\u308c\u3070\u3088\u3044\u306e\u3067\u3057\u3087\u3046\u304b\u3002<br>\u4e3b\u306a\u89b3\u70b9\u306f\u4ee5\u4e0b\u306e4\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e88\u7b97: \u9ad8\u984d\u306a\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u3092\u6255\u3048\u308b\u304b\u3001\u7121\u6599\u306e\u7bc4\u56f2\u3067\u8cc4\u3044\u305f\u3044\u304b<\/li>\n\n\n\n<li>\u76ee\u7684: \u5fc5\u8981\u3068\u3059\u308b\u6570\u5f0f\u51e6\u7406\u306e\u7a2e\u985e\u3084\u898f\u6a21<\/li>\n\n\n\n<li>\u7fd2\u719f\u5ea6: \u30e6\u30fc\u30b6\u30fc\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3084\u6570\u5b66\u306e\u77e5\u8b58\u30ec\u30d9\u30eb<\/li>\n\n\n\n<li>\u74b0\u5883: \u65e2\u5b58\u306e\u958b\u767a\u74b0\u5883\u3084OS\u3068\u306e\u89aa\u548c\u6027<\/li>\n<\/ul>\n\n\n\n<p>\u7279\u306bPython\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u306f\u3001sympy\u3092\u9078\u3076\u30e1\u30ea\u30c3\u30c8\u304c\u5927\u304d\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<br>\u666e\u6bb5\u4f7f\u3044\u6163\u308c\u305fPython\u306e\u5ef6\u9577\u7dda\u4e0a\u3067\u6570\u5f0f\u51e6\u7406\u3092\u884c\u3048\u308b\u306e\u306f\u3001\u5b66\u7fd2\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u4e0b\u3052\u3066\u304f\u308c\u307e\u3059\u3002<br>\u52a0\u3048\u3066\u3001NumPy\u306a\u3069\u4ed6\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u3082\u53ef\u80fd\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u6559\u80b2\u6a5f\u95a2\u306a\u3069\u4e88\u7b97\u304c\u9650\u3089\u308c\u308b\u74b0\u5883\u3067\u3082\u3001sympy\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<br>\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u3001\u751f\u5f92\u306ePC\u306b\u3082\u81ea\u7531\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u308b\u70b9\u306f\u3001\u5927\u304d\u306a\u30a2\u30c9\u30d0\u30f3\u30c6\u30fc\u30b8\u3067\u3059\u3002<br>Mathematica\u306a\u3069\u306e\u30a2\u30ab\u30c7\u30df\u30c3\u30af\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u3082\u30b3\u30b9\u30c8\u306f\u305d\u308c\u306a\u308a\u306b\u304b\u304b\u308a\u307e\u3059\u304b\u3089\u3001sympy\u3092\u4f7f\u3048\u3070\u5927\u5e45\u306a\u7bc0\u7d04\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" 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