{"id":4636,"date":"2023-10-11T11:30:13","date_gmt":"2023-10-11T10:30:13","guid":{"rendered":"https:\/\/www.jeoljason.com\/2023\/10\/11\/extending-the-power-of-jason-part-3-advanced-external-processing-t1-noise-reduction\/"},"modified":"2024-01-09T11:00:50","modified_gmt":"2024-01-09T11:00:50","slug":"extending-the-power-of-jason-part-3-advanced-external-processing-t1-noise-reduction","status":"publish","type":"post","link":"https:\/\/www.jeoljason.com\/ja\/2023\/10\/11\/extending-the-power-of-jason-part-3-advanced-external-processing-t1-noise-reduction\/","title":{"rendered":"JASON\u306e\u80fd\u529b\u3092\u62e1\u5f35\u3059\u308b \uff08\u305d\u306e3\uff09 \uff1a\u9ad8\u5ea6\u306a\u5916\u90e8\u51e6\u7406\u3001t1\u30ce\u30a4\u30ba\u9664\u53bb"},"content":{"rendered":"<p>\u3053\u308c\u307e\u3067\u3053\u306e\u30b7\u30ea\u30fc\u30ba\u3067\u306f\u3001JASON\u304c\u51e6\u7406\u4e2d\u306e\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u30d7\u30ed\u30b0\u30e9\u30e0\u306b\u6e21\u3059\u3053\u3068\u3067\u3001JASON\u5185\u3067\u306f\u73fe\u5728\u5229\u7528\u3067\u304d\u306a\u3044\u51e6\u7406\u3092\u5b9f\u884c\u3067\u304d\u308b\u3053\u3068\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u3001t1\u30ce\u30a4\u30ba\u9664\u53bb\u306e\u305f\u3081\u306e\u51e6\u7406\u95a2\u6570\u3092python\u3067\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3057\u305f\u5f8c\u3001\u958b\u767a\u30c1\u30fc\u30e0\u304cJASON\u306e\u30e1\u30a4\u30f3\u30b3\u30fc\u30c9\u306b\u5b9f\u88c5\u3057\u305f\u5b9f\u969b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u9ad8\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u30ec\u30f3\u30b8\u306e\u30b5\u30f3\u30d7\u30eb\u306f\u3001\uff12\u6b21\u5143\u30b9\u30da\u30af\u30c8\u30eb\u306e\u9593\u63a5\u89b3\u6e2c\u8ef8\u306e\u65b9\u5411\u306b\u597d\u307e\u3057\u304b\u3089\u3056\u308b\u69d8\u76f8\u3092\u5448\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3044\u308f\u3086\u308bt1\u30ce\u30a4\u30ba\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3067\u3001\u5404t1\u30a4\u30f3\u30af\u30ea\u30e1\u30f3\u30c8\u9593\u306e\u4fe1\u53f7\u5f37\u5ea6\u306e\u5c0f\u3055\u306a\u5909\u52d5\u304b\u3089\u751f\u3058\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5909\u52d5\u306ft1\u3067\u306f\u5909\u8abf\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u30b9\u30da\u30af\u30c8\u30eb\u4e0a\u306et1\/F\u65b9\u5411\u306b\u5e73\u884c\u306a\u7e1e\u6a21\u69d8\u3068\u3057\u3066\u73fe\u308c\u3001\u304b\u3064\u30b9\u30da\u30af\u30c8\u30eb\u4e2d\u306e\u5f37\u3044\u4fe1\u53f7\u3068\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306e\u5206\u5149\u8a08\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306f\u3053\u306e\u3088\u3046\u306a\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u3092\u5927\u5e45\u306b\u6e1b\u5c11\u3055\u305b\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u6bb5\u968e\u3067\u9664\u53bb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>t1\u30ce\u30a4\u30ba\u3092\u6291\u5236\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u6570\u591a\u304f\u5b58\u5728\u3057\u307e\u3059\u304c\u3001\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001Manoleras\u3068Norton\u304c\u63d0\u6848\u3057\u3001Journal of Biomolecular NMR\u306b\u63b2\u8f09\u3055\u308c\u305f\u3082\u306e\u3092\u7d39\u4ecb\u3057\u307e\u3059\uff08J. Biomol. NMR 2 (1992) 485-494)\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001t1\/F1\u8ef8\u306b\u5e73\u884c\u306a\u5404\u30c8\u30ec\u30fc\u30b9\uff08\u3059\u306a\u308f\u3061\u5404\u5217\uff09\u306e\u5e73\u5747\u30ce\u30a4\u30ba\u304c\u6c7a\u5b9a\u3055\u308c\u3001\u6b21\u306bt2\/F2\u6b21\u5143\u306b\u6cbf\u3063\u3066\uff08\u3059\u306a\u308f\u3061\u5404\u884c\u306b\uff09\u3001\u5148\u306b\u6c7a\u5b9a\u3055\u308c\u305f\u30ce\u30a4\u30ba\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u5c0e\u51fa\u3055\u308c\u305f\u91cd\u307f\u3092\u7528\u3044\u3066\u91cd\u307f\u4ed8\u3051\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3057\u307e\u3059\u3002<\/p>\n<p>Manoleras\u3068Norton\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306fpython\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u5b9f\u88c5\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5c1a\u3001\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306fphase sensitive\u30c7\u30fc\u30bf\u306b\u306e\u307f\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>h5py\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001JASON\u3067\u751f\u6210\u3055\u308c\u305f\u4e00\u6642\u7684\u306aHDF5\u30d5\u30a1\u30a4\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306e\u95a2\u6570\u3092\u63d0\u4f9b\u3057\u3001NumPy\u306f\u3001\u914d\u5217\u306b\u5bfe\u3059\u308b\u6a19\u6e96\u7684\u306a\u6570\u5b66\u6f14\u7b97\u306e\u305f\u3081\u306b\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u3053\u308c\u306b\u7d9a\u3044\u3066\u3001\u5e73\u6ed1\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u95a2\u9023\u3059\u308b\u3044\u304f\u3064\u304b\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u8a2d\u5b9a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u30ce\u30a4\u30ba\u9664\u53bb\u306e\u5f37\u3055\u3092\u5236\u5fa1\u3059\u308b\u305f\u3081\u306b\u30e6\u30fc\u30b6\u30fc\u304c\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e<\/p>\n<p>\u3067\u304d\u307e\u3059\u304c\u3001\u3053\u308c\u3089\u306e\u5024\u306f\u5408\u7406\u7684\u306a\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u3001\u5143\u306e\u8ad6\u6587\u3067\u4f7f\u7528\u3055\u308c\u305f\u3082\u306e\u3068\u540c\u69d8\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone wp-image-3870 size-full\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig1.png?resize=223%2C307&#038;ssl=1\" alt=\"Some Python code for using the JASON External command for t1 noise reduction\" width=\"223\" height=\"307\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig1.png?resize=200%2C275&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig1.png?resize=218%2C300&amp;ssl=1 218w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig1.png?w=223&amp;ssl=1 223w\" sizes=\"(max-width: 223px) 100vw, 223px\" \/><\/p>\n<p>\u6b21\u306bJASON\u304b\u3089\u6e21\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u304c\u958b\u304b\u308c\u3001\u30b9\u30da\u30af\u30c8\u30eb\u306e\u5b9f\u90e8\u5206\u304cpython\u306e\u914d\u5217\u306b\u62bd\u51fa\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3053\u306e\u6642\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b5\u30a4\u30ba\u304c\u6c7a\u5b9a\u3055\u308c\u3001\u6700\u7d42\u7d50\u679c\u3092\u683c\u7d0d\u3059\u308b\u7a7a\u306e\u914d\u5217\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone wp-image-3872 size-full\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?resize=607%2C205&#038;ssl=1\" alt=\"Some Python code for using the JASON external command for t1 noise reduction\" width=\"607\" height=\"205\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?resize=200%2C68&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?resize=300%2C101&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?resize=400%2C135&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?resize=500%2C169&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?resize=600%2C203&amp;ssl=1 600w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig2.png?w=607&amp;ssl=1 607w\" sizes=\"(max-width: 607px) 100vw, 607px\" \/><\/p>\n<p>Manoleras\u3068Norton\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u306f2\u3064\u306e\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\u30021\u3064\u76ee\u306f\u3001\u30b9\u30da\u30af\u30c8\u30eb\u306e\u5404\u5217\u306e\u5e73\u5747\u30ce\u30a4\u30ba\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5404\u5217\u3092\u30eb\u30fc\u30d7\u3057\u3001eta\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u8a2d\u5b9a\u3055\u308c\u305f\u3042\u308b\u95be\u5024\u4ee5\u4e0a\u306e\u30d4\u30fc\u30af\u3092\u9664\u53bb\u3059\u308b\u3053\u3068\u3067\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone wp-image-3874 size-full\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=911%2C945&#038;ssl=1\" alt=\"Some Python code for using the JASON external command for t1 noise reduction\" width=\"911\" height=\"945\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=200%2C207&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=289%2C300&amp;ssl=1 289w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=400%2C415&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=500%2C519&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=600%2C622&amp;ssl=1 600w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=700%2C726&amp;ssl=1 700w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=768%2C797&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?resize=800%2C830&amp;ssl=1 800w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig3.png?w=911&amp;ssl=1 911w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/><\/p>\n<p>\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7b2c2\u6bb5\u968e\u306f\u3001\u524d\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u6c42\u3081\u305f\u5e73\u5747\u30ce\u30a4\u30ba\u30ec\u30d9\u30eb\u306b\u3088\u3063\u3066\u6c7a\u5b9a\u3055\u308c\u308b\u91cd\u307f\u4ed8\u3051\u3067\u3001\u30c7\u30fc\u30bf\u306b\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u30fb\u30d5\u30a3\u30eb\u30bf\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u3068\u304d\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u30b9\u30da\u30af\u30c8\u30eb\u306e\u5404\u884c\u3092\u30eb\u30fc\u30d7\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u306e\u6700\u5927\u5024\u304c1\u3067\u3042\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u3078\u306e\u7a4d\u6975\u7684\u306a\u5909\u66f4\u306f\u4e0d\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone wp-image-3876 size-full\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=946%2C690&#038;ssl=1\" alt=\"Some Python code for using the JASON external command for t1 noise reduction\" width=\"946\" height=\"690\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=200%2C146&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=300%2C219&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=400%2C292&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=500%2C365&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=600%2C438&amp;ssl=1 600w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=700%2C511&amp;ssl=1 700w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=768%2C560&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?resize=800%2C584&amp;ssl=1 800w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig4.png?w=946&amp;ssl=1 946w\" sizes=\"(max-width: 946px) 100vw, 946px\" \/><\/p>\n<p>\u6700\u5f8c\u306b\u3001\u5e73\u6ed1\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u4e00\u6642\u7684\u306aHDF5\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u623b\u3055\u308c\u3001JASON\u306b\u623b\u3055\u308c\u3001\u6700\u7d42\u7684\u306a\u51e6\u7406\u304c\u65bd\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignnone wp-image-3878 size-full\" src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig5.png?resize=790%2C137&#038;ssl=1\" alt=\"Some Python code for using the JASON external command for t1 noise reduction\" width=\"790\" height=\"137\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig5.png?resize=200%2C35&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig5.png?resize=300%2C52&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig5.png?resize=400%2C69&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig5.png?resize=500%2C87&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig5.png?resize=600%2C104&amp;ssl=1 600w, 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src=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?resize=602%2C209&#038;ssl=1\" alt=\"Two 2D NMR spectra showing the reduction of t1 noise. The figure shows the same 1H-1H NOESY spectrum of 2-ethyl indanone before (on the left) and after (on the right) the application of this filter. The data are plotted at the same contour level.\" width=\"602\" height=\"209\" srcset=\"https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?resize=200%2C69&amp;ssl=1 200w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?resize=300%2C104&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?resize=400%2C139&amp;ssl=1 400w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?resize=500%2C174&amp;ssl=1 500w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?resize=600%2C208&amp;ssl=1 600w, https:\/\/i0.wp.com\/www.jeoljason.com\/wp-content\/uploads\/2023\/10\/External_command_part_3_Fig6.png?w=602&amp;ssl=1 602w\" sizes=\"(max-width: 602px) 100vw, 602px\" \/><\/p>\n<p>\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001JASON\u306bt1\u30ce\u30a4\u30ba\u9664\u53bb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u51e6\u7406\u9805\u76ee\u306f\u30d4\u30fc\u30af\u691c\u51fa\u306e\u70b9\u3067\u5c11\u3057\u6539\u826f\u3055\u308c\u3066\u304a\u308a\u3001\u30de\u30b0\u30cb\u30c1\u30e5\u30fc\u30c9\u30e2\u30fc\u30c9\u3068\u4f4d\u76f8\u611f\u5ea6\u306e\u4e21\u65b9\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u304c\u3001python\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3068\u30d1\u30ef\u30fc\u3092\u4f7f\u3063\u3066\u3001\u65b0\u3057\u3044\u51e6\u7406\u95a2\u6570\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u8fc5\u901f\u306b\u4f5c\u6210\u3057\u3001\u30c6\u30b9\u30c8\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u304f\u308c\u308b\u3053\u3068\u3092\u9858\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u4e00\u9023\u306e\u6295\u7a3f\u3067\u4f7f\u7528\u3057\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3053\u3061\u3089\u304b\u3089\uff08https:\/\/github.com\/ijday\/JASON-External_command\uff09\u5165\u624b\u3067\u304d\u3001\u72ec\u81ea\u306e\u5916\u90e8\u30b3\u30de\u30f3\u30c9\u306e\u30d9\u30fc\u30b9\u3068\u3057\u3066\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u308c\u307e\u3067\u3053\u306e\u30b7\u30ea\u30fc\u30ba  [&#8230;]<\/p>\n","protected":false},"author":35,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[68,69],"tags":[],"class_list":["post-4636","post","type-post","status-publish","format-standard","hentry","category-jason-ja","category-jeol-software-ja"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - 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