{"id":507,"date":"2020-08-13T16:06:59","date_gmt":"2020-08-13T07:06:59","guid":{"rendered":"https:\/\/technologyagency.net\/wordpress\/?p=507"},"modified":"2020-09-20T14:29:14","modified_gmt":"2020-09-20T05:29:14","slug":"%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4","status":"publish","type":"post","link":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/","title":{"rendered":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14"},"content":{"rendered":"\n<p><a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/08\/01\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b3\/\">\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff13<\/a>\u306e\u7d9a\u304d\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u306f\u3053\u308c\u307e\u3067\u89e3\u6790\u3057\u305f\u7279\u5fb4\u3092\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u53ef\u8996\u5316\u3057\u3066\u307f\u308b\u30022\u6b21\u5143\u306e\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u305f\u3081\u306b\u3001t-SNE\u3092\u4f7f\u7528\u3057\u6b21\u5143\u3092\u524a\u6e1b\u3059\u308b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">t-SNE\u306b\u3088\u308b\u6b21\u5143\u5727\u7e2e<\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\nimport numpy as np\nimport matplotlib.pyplot as plt\nfrom gensim.models.doc2vec import Doc2Vec\nfrom sklearn.manifold import TSNE\n\n# \u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u8aad\u307f\u8fbc\u3080\nm = Doc2Vec.load(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/doc2vec.model&#039;)\nweights = &#x5B;]\nfor i in range(0, len(m.docvecs)):\n  weights.append(m.docvecs&#x5B;i].tolist())\nweights_tuple = tuple(weights)\nX = np.vstack(weights_tuple)\n\n# t-SNE\u3067\u6b21\u5143\u5727\u7e2e\u3059\u308b\ntsne_model = TSNE(n_components=2, random_state=0, verbose=2)\nnp.set_printoptions(suppress=True)\nt_sne = tsne_model.fit_transform(X)\n\n# \u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u6e08\u307f\u306e\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u8fbc\u3080\nwith open(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/novel_cluster.csv&#039;, &#039;r&#039;) as f:\n  reader = csv.reader(f)\n  clustered = np.array(&#x5B;row for row in reader])\n  clustered = clustered.astype(np.dtype(int).type)\n  clustered = clustered&#x5B;np.argsort(clustered&#x5B;:, 0])]\n  clustered = clustered.T&#x5B;1]\n\n# \u30b0\u30e9\u30d5\u63cf\u753b\nfig, ax = plt.subplots(figsize=(10, 10), facecolor=&#039;w&#039;, edgecolor=&#039;k&#039;)\n\n# Set Color map\ncmap = plt.get_cmap(&#039;Dark2&#039;)\n\nfor i in range(t_sne.shape&#x5B;0]):\n  cval = cmap(clustered&#x5B;i] \/ 4)\n  ax.scatter(t_sne&#x5B;i]&#x5B;0], t_sne&#x5B;i]&#x5B;1], marker=&#039;.&#039;, color=cval)\n  ax.annotate(i, xy=(t_sne&#x5B;i]&#x5B;0], t_sne&#x5B;i]&#x5B;1]), color=cval)\nplt.show()\n<\/pre><\/div>\n\n\n<p>\u5b9f\u884c\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b0\u30e9\u30d5\u306b\u306a\u3063\u305f\u3002\u6e80\u904d\u306a\u304f\u5206\u5e03\u3057\u3066\u3044\u308b\u304c\u540c\u3058\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u5c0f\u8aac\u306b\u3064\u3044\u3066\u306f\u3042\u308b\u7a0b\u5ea6\u307e\u3068\u307e\u3063\u3066\u5206\u5e03\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"594\" height=\"575\" src=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png\" alt=\"\" class=\"wp-image-513\" srcset=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png 594w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph-300x290.png 300w\" sizes=\"auto, (max-width: 594px) 85vw, 594px\" \/><\/figure>\n\n\n\n<p>\u7d9a\u3044\u30663\u6b21\u5143\u306e\u30b0\u30e9\u30d5\u3092\u63cf\u753b\u3057\u3066\u304f\u308c\u308b\u826f\u3044\u30da\u30fc\u30b8\u304c\u3042\u308b\u306e\u3067\u4f7f\u3063\u3066\u307f\u308b\u3002<\/p>\n\n\n\n<p><a href=\"http:\/\/projector.tensorflow.org\/\">Embedding projector &#8211; visualization of high-dimensional data<\/a><\/p>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30b5\u30a4\u30c8\u3067\u6b21\u5143\u5727\u7e2e\u3092\u884c\u3063\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u3053\u3061\u3089\u306fTSV\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3059\u308b\u3060\u3051\u3067\u826f\u3044\u3002<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: python; title: ; notranslate\" title=\"\">\n!pip install gensim torch tensorboardX\n\nfrom torch import FloatTensor\nfrom gensim.models import KeyedVectors\nfrom tensorboardX import SummaryWriter\n\nm = KeyedVectors.load(&#039;drive\/My Drive\/Colab Notebooks\/syosetu\/doc2vec.model&#039;)\nweights = &#x5B;]\nlabels = &#x5B;]\nfor i in range(0, len(m.docvecs)):\n  weights.append(m.docvecs&#x5B;i].tolist())\n  labels.append(m.docvecs.index_to_doctag(i))\n\n# DEBUG: visualize vectors up to 1000\nweights = weights&#x5B;:1000]\nlabels = labels&#x5B;:1000]\n\nwriter = SummaryWriter()\nwriter.add_embedding(FloatTensor(weights), metadata=labels)\n<\/pre><\/div>\n\n\n<p>\u5b9f\u884c\u3059\u308b\u3068\u300c\/content\/runs\/\u5b9f\u884c\u65e5\u4ed8\u7b49\/00000\/default\u300d\u306btensors.tsv\u3068metadata.tsv\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u308b\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u3092Embedding Projector\u306e\u30da\u30fc\u30b8\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3002<br>\u3053\u306e\u307e\u307e\u3067\u306f\u3069\u306e\u70b9\u304c\u3069\u306e\u5c0f\u8aac\u3092\u8868\u3057\u3066\u3044\u308b\u304b\u308f\u304b\u308a\u305a\u3089\u3044\u306e\u3067\u3001metadata.tsv\u3092\u52a0\u5de5\u3057\u3066\u30bf\u30a4\u30c8\u30eb\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_pca-1024x597.png\" alt=\"\" class=\"wp-image-516\" srcset=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_pca-1024x597.png 1024w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_pca-300x175.png 300w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_pca-768x447.png 768w, https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_pca.png 1442w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<p>\u3068\u3066\u3082\u898b\u3084\u3059\u3044\u3051\u308c\u3069\u3082\u3001\u7b2c\uff11\u304b\u3089\u7b2c\uff13\u4e3b\u6210\u5206\u307e\u3067\u306e\u7d2f\u7a4d\u5bc4\u4e0e\u7387\u304c14\uff05\u307b\u3069\u3057\u304b\u306a\u3044\u306e\u3067\u3001PCA\u306b\u3066\u6b21\u5143\u5727\u7e2e\u3057\u305f\u3053\u306e\u30b0\u30e9\u30d5\u306f\u6b8b\u5ff5\u306a\u304c\u3089\u6b86\u3069\u3042\u3066\u306b\u306a\u3089\u306a\u3044\u3002PCA\u4ee5\u5916\u306b\u3082\u5148\u307b\u3069\u4f7f\u7528\u3057\u305ft-SNE\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u3082\u3046\u5c11\u3057\u304d\u308c\u3044\u306a\u30b0\u30e9\u30d5\u304c\u63cf\u3051\u308b\u3088\u3046\u306b\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u3044\u65b9\u304b\u3089\u52c9\u5f37\u3057\u306a\u304a\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-right\"><a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/09\/02\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b5\/\">\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff15<\/a>\u3078\u7d9a\u304f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff13\u306e\u7d9a\u304d\u3002 \u4eca\u56de\u306f\u3053\u308c\u307e\u3067\u89e3\u6790\u3057\u305f\u7279\u5fb4\u3092\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u53ef\u8996\u5316\u3057\u3066\u307f\u308b\u30022\u6b21\u5143\u306e\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u305f\u3081\u306b\u3001t-SNE\u3092\u4f7f\u7528\u3057\u6b21\u5143\u3092\u524a\u6e1b\u3059\u308b\u3002 t-SNE\u306b\u3088\u308b\u6b21\u5143 &hellip; <a href=\"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[47,46,51],"class_list":["post-507","post","type-post","status-publish","format-standard","hentry","category-python","tag-doc2vec","tag-46","tag-51"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14 - I want to lead an easy life.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b4\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14 - I want to lead an easy life.\" \/>\n<meta property=\"og:description\" content=\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff13\u306e\u7d9a\u304d\u3002 \u4eca\u56de\u306f\u3053\u308c\u307e\u3067\u89e3\u6790\u3057\u305f\u7279\u5fb4\u3092\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u53ef\u8996\u5316\u3057\u3066\u307f\u308b\u30022\u6b21\u5143\u306e\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u305f\u3081\u306b\u3001t-SNE\u3092\u4f7f\u7528\u3057\u6b21\u5143\u3092\u524a\u6e1b\u3059\u308b\u3002 t-SNE\u306b\u3088\u308b\u6b21\u5143 &hellip; &quot;\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14&quot; \u306e\u7d9a\u304d\u3092\u8aad\u3080\" \/>\n<meta property=\"og:url\" content=\"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b4\/\" \/>\n<meta property=\"og:site_name\" content=\"I want to lead an easy life.\" \/>\n<meta property=\"article:published_time\" content=\"2020-08-13T07:06:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-20T05:29:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png\" \/>\n<meta name=\"author\" content=\"hide6644\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"hide6644\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/\"},\"author\":{\"name\":\"hide6644\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#\\\/schema\\\/person\\\/a25355beaa102da2b2d79b00f5865b63\"},\"headline\":\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14\",\"datePublished\":\"2020-08-13T07:06:59+00:00\",\"dateModified\":\"2020-09-20T05:29:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/\"},\"wordCount\":30,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/novel_graph.png\",\"keywords\":[\"Doc2Vec\",\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\",\"\u6a5f\u68b0\u5b66\u7fd2\"],\"articleSection\":[\"Python\"],\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/\",\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/\",\"name\":\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14 - I want to lead an easy life.\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/novel_graph.png\",\"datePublished\":\"2020-08-13T07:06:59+00:00\",\"dateModified\":\"2020-09-20T05:29:14+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#\\\/schema\\\/person\\\/a25355beaa102da2b2d79b00f5865b63\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#primaryimage\",\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/novel_graph.png\",\"contentUrl\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/novel_graph.png\",\"width\":594,\"height\":575},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/2020\\\/08\\\/13\\\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#website\",\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/\",\"name\":\"I want to lead an easy life.\",\"description\":\"Technical Notes\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/#\\\/schema\\\/person\\\/a25355beaa102da2b2d79b00f5865b63\",\"name\":\"hide6644\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g\",\"caption\":\"hide6644\"},\"url\":\"https:\\\/\\\/technologyagency.net\\\/wordpress\\\/author\\\/hide6644\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14 - I want to lead an easy life.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b4\/","og_locale":"ja_JP","og_type":"article","og_title":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14 - I want to lead an easy life.","og_description":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff13\u306e\u7d9a\u304d\u3002 \u4eca\u56de\u306f\u3053\u308c\u307e\u3067\u89e3\u6790\u3057\u305f\u7279\u5fb4\u3092\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3057\u3066\u53ef\u8996\u5316\u3057\u3066\u307f\u308b\u30022\u6b21\u5143\u306e\u8868\u306b\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u305f\u3081\u306b\u3001t-SNE\u3092\u4f7f\u7528\u3057\u6b21\u5143\u3092\u524a\u6e1b\u3059\u308b\u3002 t-SNE\u306b\u3088\u308b\u6b21\u5143 &hellip; \"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14\" \u306e\u7d9a\u304d\u3092\u8aad\u3080","og_url":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u3092doc2vec\u3067\u89e3\u6790\u3059\u308b4\/","og_site_name":"I want to lead an easy life.","article_published_time":"2020-08-13T07:06:59+00:00","article_modified_time":"2020-09-20T05:29:14+00:00","og_image":[{"url":"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png","type":"","width":"","height":""}],"author":"hide6644","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"hide6644","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#article","isPartOf":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/"},"author":{"name":"hide6644","@id":"https:\/\/technologyagency.net\/wordpress\/#\/schema\/person\/a25355beaa102da2b2d79b00f5865b63"},"headline":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14","datePublished":"2020-08-13T07:06:59+00:00","dateModified":"2020-09-20T05:29:14+00:00","mainEntityOfPage":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/"},"wordCount":30,"commentCount":0,"image":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#primaryimage"},"thumbnailUrl":"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png","keywords":["Doc2Vec","\u5c0f\u8aac\u3092\u8aad\u3082\u3046","\u6a5f\u68b0\u5b66\u7fd2"],"articleSection":["Python"],"inLanguage":"ja","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/","url":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/","name":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14 - I want to lead an easy life.","isPartOf":{"@id":"https:\/\/technologyagency.net\/wordpress\/#website"},"primaryImageOfPage":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#primaryimage"},"image":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#primaryimage"},"thumbnailUrl":"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png","datePublished":"2020-08-13T07:06:59+00:00","dateModified":"2020-09-20T05:29:14+00:00","author":{"@id":"https:\/\/technologyagency.net\/wordpress\/#\/schema\/person\/a25355beaa102da2b2d79b00f5865b63"},"breadcrumb":{"@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#primaryimage","url":"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png","contentUrl":"https:\/\/technologyagency.net\/wordpress\/wp-content\/uploads\/2020\/08\/novel_graph.png","width":594,"height":575},{"@type":"BreadcrumbList","@id":"https:\/\/technologyagency.net\/wordpress\/2020\/08\/13\/%e5%b0%8f%e8%aa%ac%e3%82%92%e8%aa%ad%e3%82%82%e3%81%86%e3%82%92doc2vec%e3%81%a7%e8%a7%a3%e6%9e%90%e3%81%99%e3%82%8b4\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/technologyagency.net\/wordpress\/"},{"@type":"ListItem","position":2,"name":"\u5c0f\u8aac\u3092\u8aad\u3082\u3046\u306e\u7d2f\u8a08\u30e9\u30f3\u30ad\u30f3\u30b0\u3092Doc2Vec\u3067\u89e3\u6790\u3059\u308b \u305d\u306e\uff14"}]},{"@type":"WebSite","@id":"https:\/\/technologyagency.net\/wordpress\/#website","url":"https:\/\/technologyagency.net\/wordpress\/","name":"I want to lead an easy life.","description":"Technical Notes","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/technologyagency.net\/wordpress\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/technologyagency.net\/wordpress\/#\/schema\/person\/a25355beaa102da2b2d79b00f5865b63","name":"hide6644","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a5df48aece572798f5aacd2dd90331e28bd249c13f736badb5116e3d43c5d5e9?s=96&d=mm&r=g","caption":"hide6644"},"url":"https:\/\/technologyagency.net\/wordpress\/author\/hide6644\/"}]}},"_links":{"self":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts\/507","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/comments?post=507"}],"version-history":[{"count":10,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts\/507\/revisions"}],"predecessor-version":[{"id":653,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/posts\/507\/revisions\/653"}],"wp:attachment":[{"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/media?parent=507"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/categories?post=507"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/technologyagency.net\/wordpress\/wp-json\/wp\/v2\/tags?post=507"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}