{"id":46652,"date":"2023-02-25T20:29:27","date_gmt":"2023-10-04T11:25:51","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46652-2\/"},"modified":"2024-04-29T16:16:31","modified_gmt":"2024-04-29T08:16:31","slug":"46652-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46652-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u6982\u8981<\/h2>\n<p>IBM\u306eDeveloper\u30c4\u30fc\u30eb\u306e\u3072\u3068\u3064\u3067\u3042\u308bData Science Experience\uff08https:\/\/datascience.ibm.com\/) \u306b\u306f\u3001Jupyter Notebook\u3084R Studio\u306a\u3069\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d9\u30fc\u30b9\u306eIDE\u304c\u30d3\u30eb\u30c8\u30a4\u30f3\u3055\u308c\u3066\u3044\u308b\u3002<br \/>\n\u3053\u306eJupyter\u306f\u30c7\u30fc\u30bf\u52a0\u5de5\u3084\u30c7\u30fc\u30bf\u5206\u6790\u306b\u975e\u5e38\u306b\u6709\u7528\u306a\u591a\u304f\u306e\u6a5f\u80fd\u3092\u6301\u3063\u3066\u304a\u308a\u3001Watson\u306a\u3069AI\u306e\u5404\u7a2eAPI\u3084\u30a8\u30f3\u30b8\u30f3\u306b\u6295\u3052\u5165\u308c\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u3084\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u6d3b\u8e8d\u3059\u308b\u5834\u9762\u304c\u5897\u3048\u3066\u304d\u305f\u3002<br \/>\n\u66f4\u306b\u3001Jupyter\u3067\u76f4\u63a5Watson API\u3092CALL\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308c\u3070\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u52a0\u5de5\u3068\u4f5c\u6210\u2192AI\u30a8\u30f3\u30b8\u30f3\u306e\u5b66\u7fd2\u2192AI\u30a8\u30f3\u30b8\u30f3\u306e\u5b9f\u884c\u306e\u4e00\u9023\u306e\u6d41\u308c\u304c\u81ea\u52d5\u5316\u51fa\u6765\u3066\u3001AI\u6d3b\u7528\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u304a\u3051\u308b\u5229\u4fbf\u6027\u3084\u904b\u7528\u6027\u304c\u9ad8\u307e\u308b\u3053\u3068\u306b\u306a\u308b\u3002<br \/>\n\u3053\u306e\u6295\u7a3f\u3067\u306f\u3001Data Science Exprience\u4e0a\u306eJupyter\u3067Python\u3092\u4f7f\u3063\u3066\u3001\u76f4\u63a5Watson API\uff08\u3053\u306e\u30b1\u30fc\u30b9\u3067\u306fNatural Language Understanding (https:\/\/www.ibm.com\/watson\/services\/natural-language-understanding\/) )\u3092CALL\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002<\/p>\n<h1>\u524d\u63d0\u3068\u306a\u308b\u74b0\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Data Science Experience\uff08\u4ee5\u4e0bDSX\uff09\u306e\u30b5\u30fc\u30d3\u30b9\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210(Bluemix \u3082\u3057\u304f\u306fDSX\u306eWeb\u30b5\u30a4\u30c8 \u304b\u3089Sign up\u3057\u4f5c\u6210\u3001\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3\uff08\u7121\u6599\uff09\u3067\u53ef\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">IBM Watson Natural Language Understanding\u306e\u30b5\u30fc\u30d3\u30b9\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\uff08Bluemix\u4e0a\u3067\u4f5c\u6210\u3001\u30e9\u30a4\u30c8\u30d7\u30e9\u30f3\uff08\u7121\u6599\uff09\u3067\u53ef\uff09<\/ul>\n<h1>\u51e6\u7406\u306e\u6d41\u308c<\/h1>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>DSX\u4e0a\u3067Python\u306eWatson Developer Cloud\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Jupyter notebook\u306ePython\u30b3\u30fc\u30c9\u3092\u66f8\u304f<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u5f53\u8a72Python\u30b3\u30fc\u30c9\u3067API\u3092\u5b9f\u884c\u3057Result\uff08JSON\uff09\u3092\u5f97\u308b<\/ol>\n<h1>\u624b\u9806\u306e\u8a73\u7d30<\/h1>\n<h3>\uff11\uff0eDSX\u4e0a\u3067Python\u306eWatson Developer Cloud\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/h3>\n<p>Watson API\u3092Python\u74b0\u5883\u304b\u3089\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001Watson Developer Cloud\u306ePython\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002\u3061\u306a\u307f\u306b\u3053\u306eWatson\u3000Developer Cloud\u306ePython\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u5c0e\u5165\u3057\u306a\u3044\u307e\u307e\u3001Pytho\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u30a8\u30e9\u30fc\u306b\u906d\u9047\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/p>\n<p>ModuleNotFoundError: No module named &#8216;watson_developer_cloud.natural_language_understanding&#8217;<\/p>\n<p>Data Science Experience(\u4ee5\u4e0bDSX)\u3067\u306f\u306a\u3044Jupyter\u306e\u74b0\u5883\uff08Local PC\u4e0a\u306bAnaconda\u306a\u3069\u306b\u3088\u308a\u69cb\u7bc9\u3055\u308c\u305f\u74b0\u5883\uff09\u3067\u306f\u3001Phton\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092pip\u30b3\u30de\u30f3\u30c9\u306a\u3069\u3067\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3060\u304c\uff08\u4f8b\u3048\u3070\u3001pip install \u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u540d\uff09\u3001DSX\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u30b5\u30fc\u30d3\u30b9\u306b\u306a\u308b\u306e\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u306epip\u30b3\u30de\u30f3\u30c9\u304b\u3089\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u306a\u3044\u3002<br \/>\n\u305d\u3053\u3067\u3001DSX\u4e0a\u306e\u74b0\u5883\u306bpip\u30b3\u30de\u30f3\u30c9\u3067\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u5c0e\u5165\u3059\u308b\u306b\u306f\u3001DSX\u306eJupyter\u3000notebook\u306e\u30bb\u30eb\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3059\u308b\u3002<\/p>\n<p>!pip install watson_developer_cloud<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d65e237434c4406d08615\/12-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2017-10-03 10.20.12\u306e\u30b3\u30d4\u30fc.png\" \/><\/div>\n<h3>\uff12\uff0eJupyter notebook\u306ePython\u30b3\u30fc\u30c9\u3092\u66f8\u304f<\/h3>\n<p>Jupyter\u306eProject\u4e0a\u3067\u3001add notebook\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u65b0\u3057\u3044notebook\u3092\u4f5c\u6210\u3057\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3059\u308b\u3002<br \/>\nNatural Language Understanding\u306eusername\uff08\u4ee5\u4e0bNLU\uff09\u3068password\u306f\u3001Bluemix\u4e0a\u306e\u5f53\u8a72\u30b5\u30fc\u30d3\u30b9\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30b5\u30fc\u30d3\u30b9\u8cc7\u683c\u60c5\u5831\u304b\u3089\u53d6\u5f97\u3057\u305f\u3082\u306e\u3092\u30b3\u30d4\u30fc\u3057\u3066\u8a18\u8ff0\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">json<\/span>\r\n<span class=\"kn\">from<\/span> <span class=\"nn\">watson_developer_cloud<\/span> <span class=\"kn\">import<\/span> <span class=\"n\">NaturalLanguageUnderstandingV1<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">watson_developer_cloud.natural_language_understanding.features.v1<\/span> <span class=\"k\">as<\/span> \\\r\n    <span class=\"n\">Features<\/span>\r\n\r\n\r\n<span class=\"n\">natural_language_understanding<\/span> <span class=\"o\">=<\/span> <span class=\"n\">NaturalLanguageUnderstandingV1<\/span><span class=\"p\">(<\/span>\r\n    <span class=\"n\">version<\/span><span class=\"o\">=<\/span><span class=\"s\">'2017-02-27'<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"n\">username<\/span><span class=\"o\">=<\/span><span class=\"s\">\"Your username\"<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"n\">password<\/span><span class=\"o\">=<\/span><span class=\"s\">\"Your password\"<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">response<\/span> <span class=\"o\">=<\/span> <span class=\"n\">natural_language_understanding<\/span><span class=\"p\">.<\/span><span class=\"n\">analyze<\/span><span class=\"p\">(<\/span>\r\n    <span class=\"n\">text<\/span><span class=\"o\">=<\/span><span class=\"s\">'Bruce Banner is the Hulk and Bruce Wayne is BATMAN! '<\/span>\r\n         <span class=\"s\">'Superman fears not Banner, but Wayne.'<\/span><span class=\"p\">,<\/span>\r\n    <span class=\"n\">features<\/span><span class=\"o\">=<\/span><span class=\"p\">[<\/span><span class=\"n\">Features<\/span><span class=\"p\">.<\/span><span class=\"n\">Entities<\/span><span class=\"p\">(),<\/span> <span class=\"n\">Features<\/span><span class=\"p\">.<\/span><span class=\"n\">Keywords<\/span><span class=\"p\">()])<\/span>\r\n\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">json<\/span><span class=\"p\">.<\/span><span class=\"n\">dumps<\/span><span class=\"p\">(<\/span><span class=\"n\">response<\/span><span class=\"p\">,<\/span> <span class=\"n\">indent<\/span><span class=\"o\">=<\/span><span class=\"mi\">2<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n<h3>\uff13\uff0e\u5f53\u8a72Python\u30b3\u30fc\u30c9\u3067API\u3092\u5b9f\u884c\u3057Result\uff08JSON\uff09\u3092\u5f97\u308b<\/h3>\n<p>\u3053\u306e\u30b3\u30fc\u30c9\u304c\u8a18\u8ff0\u3055\u308c\u305f\u30bb\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u6307\u5b9a\u3057\u305fText\u304cNLU\u306eAPI\u3067\u89e3\u6790\u3055\u308c\u3001API\u30b3\u30fc\u30eb\u3067\u6307\u5b9a\u3055\u308c\u305fFeature\uff08\u3053\u306e\u4f8b\u3067\u306fEntities\u3068Keywords\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u308b\uff09\u3092\u62bd\u51fa\u3057JSON\u5f62\u5f0f\u3067\u30ea\u30bf\u30fc\u30f3\u3055\u308c\u308b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d65e237434c4406d08615\/19-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2017-10-03 10.39.22\u306e\u30b3\u30d4\u30fc.png\" \/><\/div>\n<h3>\u3010\u88dc\u8db3\u3011\u53c2\u8003\u6587\u732e<\/h3>\n<p>Error Importing Library<br \/>\n\u5143\u3005\u306f\u30ed\u30fc\u30ab\u30eb\u306eJupyter\u74b0\u5883\u3067Watson API\u3092Call\u3057\u305f\u969b\u306b\u3001\u300cModuleNotFoundError: No module named &#8216;watson_developer_cloud.natural_language_understanding\u300d\u306e\u30a8\u30e9\u30fc\u306b\u906d\u9047\u3057\u3001\u3053\u306e\u8a18\u4e8b\u304b\u3089\u8abf\u3079\u59cb\u3081\u305f\u3082\u306e\u3002\u3053\u306e\u8a18\u4e8b\u306e\u7d42\u76e4\u306b\u3001Python\u304b\u3089Watson API\u3092\u30b3\u30fc\u30eb\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u304c\u8f09\u3063\u3066\u3044\u308b\u304c\u3046\u307e\u304f\u52d5\u304b\u306a\u3044\u3002<br \/>\nwatson-developer-cloud\/python-sdk<br \/>\n\u3053\u3061\u3089\u306ePython\u30b3\u30fc\u30c9\u3067\u306f\u3001Watson Developer Cloud\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308c\u3070Watson API\u306e\u30b3\u30fc\u30eb\u304c\u51fa\u6765\u308b\u3002<br \/>\nInstall custom or third-party libraries and packages<br \/>\nDSX\u74b0\u5883\u306b\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3084\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5c0e\u5165\u3059\u308b\u305f\u3081\u306e\u30ac\u30a4\u30c9\u3002Python\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u4ee5\u5916\u306b\u306eJAR\u30d5\u30a1\u30a4\u30eb\u3084R\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u5c0e\u5165\u65b9\u6cd5\u7b49\u3082\u66f8\u304b\u308c\u3066\u3044\u308b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981 IBM\u306eDeveloper\u30c4\u30fc\u30eb\u306e\u3072\u3068\u3064\u3067\u3042\u308bData Science Experience\uff08https [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46652","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - 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