{"id":32777,"date":"2023-10-23T16:13:26","date_gmt":"2023-10-23T07:13:26","guid":{"rendered":"https:\/\/lib.kobe-u.ac.jp\/libraries\/?page_id=32777"},"modified":"2026-03-19T11:14:19","modified_gmt":"2026-03-19T02:14:19","slug":"recommend_6","status":"publish","type":"page","link":"https:\/\/lib.kobe-u.ac.jp\/libraries\/list\/igaku\/materials\/recommend_2020\/recommend_6\/","title":{"rendered":"\u672a\u6765\u533b\u5b66\u8b1b\u5ea7"},"content":{"rendered":"

\u672a\u6765\u533b\u5b66\u8b1b\u5ea7<\/h4>\n
  • \u75ab\u5b66\uff08\u5206\u5b50\u75ab\u5b66\uff09<\/a><\/li>\n
    <\/h5>\n
    \u75ab\u5b66\uff08\u5206\u5b50\u75ab\u5b66\uff09<\/h5>\n
    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    BERT\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5165\u9580 : Transformers\u3092\u4f7f\u3063\u305f\u5b9f\u8df5\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 <\/h4>\n

    \u30b9\u30c8\u30c3\u30af\u30de\u30fc\u30af\u682a\u5f0f\u4f1a\u793e\u7de8 ; \u8fd1\u6c5f\u5d07\u5b8f [\u307b\u304b] \u5171\u8457<\/p>\n

    <\/p>\n

    \u30aa\u30fc\u30e0\u793e, 2021<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b\uff08\u96fb\u5b50\u8cc7\u6599\u30fb\u5b66\u5185\u9650\u5b9a\uff09<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u8a73\u89e3\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 : TensorFlow\/Keras\u30fbPyTorch\u306b\u3088\u308b\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406 <\/h4>\n

    \u5de3\u7c60\u60a0\u8f14\u8457<\/p>\n

    <\/p>\n

    \u30de\u30a4\u30ca\u30d3\u51fa\u7248, 2019<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b\uff08\u96fb\u5b50\u8cc7\u6599\u30fb\u5b66\u5185\u9650\u5b9a\uff09<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    PyTorch\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 : word2vec\/LSTM\/seq2seq\/BERT\u3067\u65e5\u672c\u8a9e\u30c6\u30ad\u30b9\u30c8\u89e3\u6790! <\/h4>\n

    \u65b0\u7d0d\u6d69\u5e78\u8457<\/p>\n

    <\/p>\n

    \u30a4\u30f3\u30d7\u30ec\u30b9, 2021<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b\uff08\u96fb\u5b50\u8cc7\u6599\u30fb\u5b66\u5185\u9650\u5b9a\uff09<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    Python\u3067\u5b66\u3076\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7406\u8ad6\u3068\u5b9f\u88c5 <\/h4>\n

    \u658e\u85e4\u5eb7\u6bc5\u8457<\/p>\n

    <\/p>\n

    \u30aa\u30e9\u30a4\u30ea\u30fc\u30fb\u30b8\u30e3\u30d1\u30f3, 2016<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u7de8 <\/h4>\n

    \u658e\u85e4\u5eb7\u6bc5\u8457<\/p>\n

    <\/p>\n

    \u30aa\u30e9\u30a4\u30ea\u30fc\u30fb\u30b8\u30e3\u30d1\u30f3, 2018<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7de8 <\/h4>\n

    \u658e\u85e4\u5eb7\u6bc5\u8457<\/p>\n

    <\/p>\n

    \u30aa\u30e9\u30a4\u30ea\u30fc\u30fb\u30b8\u30e3\u30d1\u30f3, 2020<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u5f37\u5316\u5b66\u7fd2\u7de8 <\/h4>\n

    \u658e\u85e4\u5eb7\u6bc5\u8457<\/p>\n

    <\/p>\n

    \u30aa\u30e9\u30a4\u30ea\u30fc\u30fb\u30b8\u30e3\u30d1\u30f3, 2022<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6700\u5927\u306e\u8b0e <\/h4>\n

    \u5ca1\u91ce\u539f\u5927\u8f14\u8457<\/p>\n

    <\/p>\n

    \u6280\u8853\u8a55\u8ad6\u793e, 2022<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u7269\u4f53\u30fb\u753b\u50cf\u8a8d\u8b58\u3068\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u51e6\u7406\u5165\u9580 : NumPy\/TensorFlow2(Keras)\/PyTorch\u306b\u3088\u308b\u5b9f\u88c5\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 <\/h4>\n

    \u30c1\u30fc\u30e0\u30fb\u30ab\u30eb\u30dd\u8457<\/p>\n

    <\/p>\n

    \u79c0\u548c\u30b7\u30b9\u30c6\u30e0, 2021<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    Python\u306b\u3088\u308b\u533b\u7528\u753b\u50cf\u51e6\u7406\u5165\u9580 <\/h4>\n

    \u4e0a\u6749\u6b63\u4eba, \u5e73\u539f\u5927\u52a9, \u9f4b\u85e4\u9759\u53f8\u5171\u7de8<\/p>\n

    <\/p>\n

    \u30aa\u30fc\u30e0\u793e, 2020<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u30ed\u30fc\u30bc\u30f3\u30d0\u30a6\u30e0\u7d71\u8a08\u7684\u56e0\u679c\u63a8\u8ad6\u5165\u9580 : \u89b3\u5bdf\u7814\u7a76\u3068\u30e9\u30f3\u30c0\u30e0\u5316\u5b9f\u9a13 <\/h4>\n

    Paul R. Rosenbaum\u8457 ; \u963f\u90e8\u8cb4\u884c, \u5ca9\u5d0e\u5b66\u8a33<\/p>\n

    <\/p>\n

    \u5171\u7acb\u51fa\u7248, 2021<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small>2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/div>\n
    \n

    \u6a5f\u68b0\u5b66\u7fd2\u30fb\u6df1\u5c64\u5b66\u7fd2\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5165\u9580 : scikit-learn\u3068TensorFlow\u3092\u4f7f\u3063\u305f\u5b9f\u8df5\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 <\/h4>\n

    \u4e2d\u5c71\u5149\u6a39\u8457<\/p>\n

    <\/p>\n

    \u30de\u30a4\u30ca\u30d3, 2020<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u300c\u5f37\u5316\u5b66\u7fd2\u300d\u3092\u5b66\u3073\u305f\u3044\u4eba\u304c\u6700\u521d\u306b\u8aad\u3080\u672c <\/h4>\n

    \u4f0a\u85e4\u771f\u8457<\/p>\n

    <\/p>\n

    \u65e5\u7d4cBP, 2021<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u554f\u984c\u89e3\u6c7a\u306e\u305f\u3081\u306e\u300c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u00d7\u6570\u5b66\u300d\u304c\u57fa\u790e\u304b\u3089\u3057\u3063\u304b\u308a\u8eab\u306b\u3064\u304f\u672c <\/h4>\n

    \u7c73\u7530\u512a\u5cfb\u8457<\/p>\n

    <\/p>\n

    \u6280\u8853\u8a55\u8ad6\u793e, 2022<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    Python\u5b9f\u8df5\u30c7\u30fc\u30bf\u5206\u6790100\u672c\u30ce\u30c3\u30af <\/h4>\n

    \u4e0b\u5c71\u8f1d\u660c, \u677e\u7530\u96c4\u99ac, \u4e09\u6728\u5b5d\u884c\u8457<\/p>\n

    <\/p>\n

    \u79c0\u548c\u30b7\u30b9\u30c6\u30e0, 2022<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    Python\u5b9f\u8df5\u30c7\u30fc\u30bf\u52a0\u5de5\/\u53ef\u8996\u5316100\u672c\u30ce\u30c3\u30af <\/h4>\n

    \u4e0b\u5c71\u8f1d\u660c, \u4f0a\u85e4\u6df3\u4e8c, \u9732\u6728\u5b8f\u5fd7\u8457<\/p>\n

    <\/p>\n

    \u79c0\u548c\u30b7\u30b9\u30c6\u30e0, 2021<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    Python\u5b9f\u8df5\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0100\u672c\u30ce\u30c3\u30af <\/h4>\n

    \u4e0b\u5c71\u8f1d\u660c, \u4e09\u6728\u5b5d\u884c, \u4f0a\u85e4\u6df3\u4e8c\u8457<\/p>\n

    <\/p>\n

    \u79c0\u548c\u30b7\u30b9\u30c6\u30e0, 2020<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b<\/a><\/p>\n<\/div>\n<\/div>\n

    2022\u5e74\u5ea6\u63a8\u85a6<\/strong><\/p>\n
    \u66f8\u5f71
    \nImage by Google<\/small><\/div>\n
    \n

    \u56fd\u6c11\u885b\u751f\u306e\u52d5\u5411 2022\uff0f2023<\/h4>\n

    \u539a\u751f\u52b4\u50cd\u7d71\u8a08\u5354\u4f1a\u7de8<\/p>\n

    <\/p>\n

    \u539a\u751f\u52b4\u50cd\u7d71\u8a08\u5354\u4f1a, 2022<\/p>\n

    OPAC\u3067\u78ba\u8a8d\u3059\u308b\uff08\u96fb\u5b50\u8cc7\u6599\u30fb\u5b66\u5185\u9650\u5b9a\uff09<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    \u672a\u6765\u533b\u5b66\u8b1b\u5ea7 \u75ab\u5b66\uff08\u5206\u5b50\u75ab\u5b66\uff09 \u75ab\u5b66\uff08\u5206\u5b50\u75ab\u5b66\uff09 2022\u5e74\u5ea6\u63a8\u85a6 Image by Google BERT\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u5165\u9580 : Transformers\u2026<\/p>\n","protected":false},"author":9,"featured_media":0,"parent":32649,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"_locale":"ja","_original_post":"https:\/\/lib.kobe-u.ac.jp\/libraries\/?page_id=32777","footnotes":""},"class_list":["post-32777","page","type-page","status-publish","hentry","ja"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/pages\/32777","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/comments?post=32777"}],"version-history":[{"count":5,"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/pages\/32777\/revisions"}],"predecessor-version":[{"id":56354,"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/pages\/32777\/revisions\/56354"}],"up":[{"embeddable":true,"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/pages\/32649"}],"wp:attachment":[{"href":"https:\/\/lib.kobe-u.ac.jp\/libraries\/wp-json\/wp\/v2\/media?parent=32777"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}