{"id":2419,"date":"2023-07-22T08:31:15","date_gmt":"2023-07-22T08:31:15","guid":{"rendered":"https:\/\/statorials.org\/ja\/python%e3%81%ae%e7%b7%9a%e5%bd%a2%e8%a3%9c%e9%96%93\/"},"modified":"2023-07-22T08:31:15","modified_gmt":"2023-07-22T08:31:15","slug":"python%e3%81%ae%e7%b7%9a%e5%bd%a2%e8%a3%9c%e9%96%93","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/python%e3%81%ae%e7%b7%9a%e5%bd%a2%e8%a3%9c%e9%96%93\/","title":{"rendered":"Python \u3067\u7dda\u5f62\u88dc\u9593\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d)"},"content":{"rendered":"

<\/p>\n

\n

\u7dda\u5f62\u88dc\u9593\u306f\u3001<\/strong> 2 \u3064\u306e\u65e2\u77e5\u306e\u5024\u306e\u9593\u306e\u95a2\u6570\u306e\u672a\u77e5\u306e\u5024\u3092\u63a8\u5b9a\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002<\/span><\/p>\n

2 \u3064\u306e\u65e2\u77e5\u306e\u5024 (x 1<\/sub> , y 1<\/sub> ) \u3068 (x 2<\/sub> , y 2<\/sub> ) \u304c\u4e0e\u3048\u3089\u308c\u308b\u3068\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u70b9 x \u306e y \u5024\u3092\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n

y = y 1<\/sub> + (xx 1<\/sub> )(y 2<\/sub> -y 1<\/sub> )\/(x 2<\/sub> -x 1<\/sub> )<\/span><\/p>\n

\u6b21\u306e\u57fa\u672c\u69cb\u6587\u3092\u4f7f\u7528\u3057\u3066\u3001Python \u3067\u7dda\u5f62\u88dc\u9593\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n

 import<\/span> scipy. interpolate\n<\/span>\ny_interp = scipy. interpolate<\/span> . interp1d<\/span> (x,y)\n\n#find y-value associated with x-value of 13\n<\/span>print<\/span> (y_interp( 13<\/span> ))\n<\/strong><\/pre>\n
\u6b21\u306e\u4f8b\u306f\u3001\u3053\u306e\u69cb\u6587\u3092\u5b9f\u969b\u306b\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n
\u4f8b: Python \u3067\u306e\u7dda\u5f62\u88dc\u9593<\/strong><\/span><\/h3>\n
Python \u306b\u6b21\u306e 2 \u3064\u306e\u5024\u306e\u30ea\u30b9\u30c8\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n
 x = [2, 4, 6, 8, 10, 12, 14, 16, 18, 20]\ny = [4, 7, 11, 16, 22, 29, 38, 49, 63, 80]\n<\/strong><\/pre>\n
\u7c21\u5358\u306a x \u5bfe y \u30d7\u30ed\u30c3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/span> <\/p>\n
 import<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#create plot of x vs. y\n<\/span>plt. plot<\/span> (x, y, ' -ob<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n
\"\"<\/p>\n
\u3053\u3053\u3067\u3001\u65b0\u3057\u3044 x \u502413<\/strong>\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u305f y \u5024\u3092\u898b\u3064\u3051\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n
\u3053\u308c\u3092\u884c\u3046\u306b\u306f\u3001\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n
 import<\/span> scipy. interpolate<\/span>\ny_interp = scipy. interpolate<\/span> . interp1d<\/span> (x,y)\n\n#find y-value associated with x-value of 13<\/span>\nprint<\/span> (y_interp( 13<\/span> ))\n\n33.5<\/strong><\/span><\/pre>\n
\u63a8\u5b9a\u3055\u308c\u305f y \u5024\u306f33.5<\/strong>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/span><\/p>\n
\u70b9 (13, 33.5) \u3092\u30d7\u30ed\u30c3\u30c8\u306b\u8ffd\u52a0\u3059\u308b\u3068\u3001\u95a2\u6570\u3068\u3088\u304f\u4e00\u81f4\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u307e\u3059\u3002<\/span> <\/p>\n
 import<\/span> matplotlib. pyplot<\/span> as<\/span> plt\n\n#create plot of x vs. y\n<\/span>plt. plot<\/span> (x, y, ' -ob<\/span> ')\n\n#add estimated y-value to plot<\/span>\nplt. plot<\/span> (13, 33.5, ' ro<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n
\"\"<\/p>\n
\u3053\u306e\u6b63\u78ba\u306a\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u3001\u65b0\u3057\u3044 x \u5024\u306b\u5bfe\u3057\u3066\u7dda\u5f62\u88dc\u9593\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n
\u8ffd\u52a0\u30ea\u30bd\u30fc\u30b9<\/strong><\/span><\/h3>\n
\u6b21\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u306e\u4ed6\u306e\u4e00\u822c\u7684\u306a\u30a8\u30e9\u30fc\u3092\u4fee\u6b63\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/span><\/p>\n
 \u30d1\u30f3\u30c0\u306e KeyError \u3092\u4fee\u6b63\u3059\u308b\u65b9\u6cd5<\/a>
\u4fee\u6b63\u65b9\u6cd5: ValueError: float NaN \u3092 int \u306b\u5909\u63db\u3067\u304d\u307e\u305b\u3093<\/a>
\u4fee\u6b63\u65b9\u6cd5: ValueError: \u30aa\u30da\u30e9\u30f3\u30c9\u3092\u30b7\u30a7\u30a4\u30d7\u3067\u30d6\u30ed\u30fc\u30c9\u30ad\u30e3\u30b9\u30c8\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\u7dda\u5f62\u88dc\u9593\u306f\u3001 2 \u3064\u306e\u65e2\u77e5\u306e\u5024\u306e\u9593\u306e\u95a2\u6570\u306e\u672a\u77e5\u306e\u5024\u3092\u63a8\u5b9a\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002 2 \u3064\u306e\u65e2\u77e5\u306e\u5024 (x 1 , y 1 ) \u3068 (x 2 , y 2 ) \u304c\u4e0e\u3048\u3089\u308c\u308b\u3068\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3057\u3066\u70b9 x \u306e y \u5024\u3092\u63a8\u5b9a\u3067\u304d\u307e\u3059\u3002 y […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-2419","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"\nPython \u3067\u7dda\u5f62\u88dc\u9593\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) - Statorials<\/title>\n<meta name=\"description\" content=\"\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u7dda\u5f62\u88dc\u9593\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5\u3092\u4f8b\u3092\u6319\u3052\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ja\/python\u306e\u7dda\u5f62\u88dc\u9593\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python \u3067\u7dda\u5f62\u88dc\u9593\u3092\u5b9f\u884c\u3059\u308b\u65b9\u6cd5 (\u4f8b\u4ed8\u304d) - 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