{"id":2858,"date":"2020-12-01T09:12:45","date_gmt":"2020-12-01T06:12:45","guid":{"rendered":"http:\/\/demensdeum.com\/blog\/?p=2858"},"modified":"2024-12-16T22:32:25","modified_gmt":"2024-12-16T19:32:25","slug":"%d1%83%d0%b3%d0%b0%d0%b4%d0%b0%d0%b9-%d0%b3%d1%80%d1%83%d0%bf%d0%bf%d1%83","status":"publish","type":"post","link":"https:\/\/demensdeum.com\/blog\/fr\/2020\/12\/01\/%d1%83%d0%b3%d0%b0%d0%b4%d0%b0%d0%b9-%d0%b3%d1%80%d1%83%d0%bf%d0%bf%d1%83\/","title":{"rendered":"Devinez le groupe"},"content":{"rendered":"<p>Dans cet article, je d\u00e9crirai l&#8217;utilisation du classificateur de texte fasttext.<\/p>\n<p>Fasttext &#8211; biblioth\u00e8que d&#8217;apprentissage automatique pour la classification de texte. Essayons de lui apprendre \u00e0 identifier un groupe de m\u00e9tal par le titre de la chanson. Pour ce faire, nous utilisons l&#8217;apprentissage supervis\u00e9 \u00e0 l&#8217;aide d&#8217;un ensemble de donn\u00e9es.<\/p>\n<p>Cr\u00e9ons un ensemble de donn\u00e9es de chansons avec des noms de groupe\u00a0:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-unknown\" data-lang=\"unknown\"><code>__label__metallica fuel\n__label__metallica escape\n__label__black_sabbath gypsy\n__label__black_sabbath snowblind\n__label__black_sabbath am i going insane\n__label__anthrax anthrax\n__label__anthrax i'm alive\n__label__anthrax antisocial\n[\u0438 \u0442.\u0434.]<\/code><\/pre>\n<p>\u0424\u043e\u0440\u043c\u0430\u0442 \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0435\u0439 \u0432\u044b\u0431\u043e\u0440\u043a\u0438:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-unknown\" data-lang=\"unknown\"><code><p>\u041e\u0431\u0443\u0447\u0438\u043c fasttext \u0438 \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u043c \u043c\u043e\u0434\u0435\u043b\u044c:<\/p>\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-unknown\" data-lang=\"unknown\"><code>model.save_model(\"model.bin\")\n<\/code><\/pre>\n<\/div>\n<p>Chargez le mod\u00e8le entra\u00een\u00e9 et demandez \u00e0 identifier le groupe par le nom de la chanson\u00a0:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-unknown\" data-lang=\"unknown\"><code>predictResult = model.predict(\"Bleed\")\nprint(predictResult)<\/code><\/pre>\n<p>\u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u043a\u043b\u0430\u0441\u0441\u043e\u0432 \u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0445\u043e\u0436 \u0434\u0430\u043d\u043d\u044b\u0439 \u043f\u0440\u0438\u043c\u0435\u0440, \u0441 \u0443\u043a\u0430\u0437\u0430\u043d\u0438\u0435\u043c \u0443\u0440\u043e\u0432\u043d\u044f \u043f\u043e\u0445\u043e\u0436\u0435\u0441\u0442\u0438 \u0446\u0438\u0444\u0440\u043e\u0439, \u0432 \u043d\u0430\u0448\u0435\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u043e\u0445\u043e\u0436\u0435\u0441\u0442\u044c \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u044f \u043f\u0435\u0441\u043d\u0438 Bleed \u043d\u0430 \u043e\u0434\u043d\u0443 \u0438\u0437 \u0433\u0440\u0443\u043f\u043f \u0434\u0430\u0442\u0430\u0441\u0435\u0442\u0430.<br \/>\n\u0414\u043b\u044f \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u043c\u043e\u0434\u0435\u043b\u044c fasttext \u0443\u043c\u0435\u043b\u0430 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u0434\u0430\u0442\u0430\u0441\u0435\u0442\u043e\u043c \u0432\u044b\u0445\u043e\u0434\u044f\u0449\u0438\u043c \u0437\u0430 \u0433\u0440\u0430\u043d\u0438\u0446\u044b \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0435\u0439 \u0432\u044b\u0431\u043e\u0440\u043a\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0440\u0435\u0436\u0438\u043c autotune \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0444\u0430\u0439\u043b\u0430 \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0438 (\u0444\u0430\u0439\u043b \u0442\u0435\u0441\u0442). \u0412\u043e \u0432\u0440\u0435\u043c\u044f \u0430\u0432\u0442\u043e\u0442\u044e\u043d\u0430 fasttext \u043f\u043e\u0434\u0431\u0438\u0440\u0430\u0435\u0442 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0435 \u0433\u0438\u043f\u0435\u0440\u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043c\u043e\u0434\u0435\u043b\u0438, \u043f\u0440\u043e\u0432\u043e\u0434\u044f \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u044e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430 \u043d\u0430 \u0432\u044b\u0431\u043e\u0440\u043a\u0435 \u0438\u0437 \u0442\u0435\u0441\u0442 \u0444\u0430\u0439\u043b\u0430. \u0412\u0440\u0435\u043c\u044f \u0430\u0432\u0442\u043e\u0442\u044e\u043d\u0430 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u043c \u0432 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e, \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0430 autotuneDuration.<br \/>\n\u041f\u0440\u0438\u043c\u0435\u0440 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0438 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0444\u0430\u0439\u043b\u0430 \u0442\u0435\u0441\u0442:<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-unknown\" data-lang=\"unknown\"><code><\/p>\n<h3>\u0418\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438<\/h3>\n<p><a href=\"https:\/\/fasttext.cc\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/fasttext.cc<\/a><br \/>\n<a href=\"https:\/\/gosha20777.github.io\/tutorial\/2018\/04\/12\/fasttext-for-windows\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/gosha20777.github.io\/tutorial\/2018\/04\/12\/fasttext-for-windows<\/a><\/p>\n<h3>\u0418\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434<\/h3>\n<p><a href=\"https:\/\/gitlab.com\/demensdeum\/MachineLearning\/-\/tree\/master\/6bandClassifier\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/gitlab.com\/demensdeum\/MachineLearning\/-\/tree\/master\/6bandClassifier<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dans cet article, je d\u00e9crirai l&#8217;utilisation du classificateur de texte fasttext. Fasttext &#8211; biblioth\u00e8que d&#8217;apprentissage automatique pour la classification de texte. Essayons de lui apprendre \u00e0 identifier un groupe de m\u00e9tal par le titre de la chanson. Pour ce faire, nous utilisons l&#8217;apprentissage supervis\u00e9 \u00e0 l&#8217;aide d&#8217;un ensemble de donn\u00e9es. Cr\u00e9ons un ensemble de donn\u00e9es<a class=\"more-link\" href=\"https:\/\/demensdeum.com\/blog\/fr\/2020\/12\/01\/%d1%83%d0%b3%d0%b0%d0%b4%d0%b0%d0%b9-%d0%b3%d1%80%d1%83%d0%bf%d0%bf%d1%83\/\">Continue reading <span class=\"screen-reader-text\">&#8220;Devinez le groupe&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[61,52],"tags":[169,87],"class_list":["post-2858","post","type-post","status-publish","format-standard","hentry","category-techie","category-tutorials","tag-fasttext","tag-machine-learning","entry"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"fr","enabled_languages":["en","ru","zh","de","fr","ja","pt"],"languages":{"en":{"title":true,"content":true,"excerpt":false},"ru":{"title":true,"content":true,"excerpt":false},"zh":{"title":true,"content":true,"excerpt":false},"de":{"title":true,"content":true,"excerpt":false},"fr":{"title":true,"content":true,"excerpt":false},"ja":{"title":true,"content":true,"excerpt":false},"pt":{"title":true,"content":true,"excerpt":false}}},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/posts\/2858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/comments?post=2858"}],"version-history":[{"count":13,"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/posts\/2858\/revisions"}],"predecessor-version":[{"id":3903,"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/posts\/2858\/revisions\/3903"}],"wp:attachment":[{"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/media?parent=2858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/categories?post=2858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demensdeum.com\/blog\/fr\/wp-json\/wp\/v2\/tags?post=2858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}