{"id":7744,"date":"2020-07-27T10:33:37","date_gmt":"2020-07-27T06:03:37","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=7744"},"modified":"2020-08-15T17:32:20","modified_gmt":"2020-08-15T13:02:20","slug":"java-machine-learning-libraries","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/","title":{"rendered":"\u06f1\u06f0 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u062c\u0627\u0648\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646"},"content":{"rendered":"<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u0627\u0648\u0627 \u0635\u062d\u0628\u062a \u062e\u0648\u0627\u0647\u06cc\u0645 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\u0627\u0633\u062a.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 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href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DA%86%D8%B1%D8%A7_%D8%A7%D8%B2_%D8%AC%D8%A7%D9%88%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C_%DA%A9%D9%86%DB%8C%D9%85%D8%9F\" >\u0686\u0631\u0627 \u0627\u0632 \u062c\u0627\u0648\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%87%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D8%AC%D8%A7%D9%88%D8%A7\" >\u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062c\u0627\u0648\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B1-_DL4J_%E2%80%93_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82\" >\u06f1- DL4J &nbsp;&#8211; \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B2-_ADAMS\" >\u06f2- ADAMS<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B3-_JavaML\" >\u06f3- JavaML<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B4-_Mahout\" >\u06f4- Mahout<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B5-_Neuroph\" >\u06f5- Neuroph<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B6-_RapidMiner\" >\u06f6- RapidMiner<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B7-_Weka\" >\u06f7- Weka<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B8-_JSTAT\" >\u06f8- JSTAT<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B9-_ELKI\" >\u06f9- ELKI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%DB%B1%DB%B0-_Stanford_CoreNLP\" >\u06f1\u06f0- Stanford CoreNLP<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/java-machine-learning-libraries\/#%D8%AE%D9%84%D8%A7%D8%B5%D9%87\" >\u062e\u0644\u0627\u0635\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_%D8%A7%D8%B2_%D8%AC%D8%A7%D9%88%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D9%85%DB%8C_%DA%A9%D9%86%DB%8C%D9%85%D8%9F\"><\/span><strong>\u0686\u0631\u0627 \u0627\u0632 \u062c\u0627\u0648\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0646\u0647 \u062a\u0646\u0647\u0627 \u062c\u0627\u0648\u0627\u060c \u0628\u0644\u06a9\u0647 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0622\u0646 \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0631\u0627\u0647\u06a9\u0627\u0631 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u0645\u062b\u0644 &nbsp;Scala \u060c Clojure \u0648 Cotlin .<\/p>\n<p style=\"text-align: justify;\">\u0628\u0647 \u063a\u06cc\u0631 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u062c\u0627\u0648\u0627 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u062a\u0631\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0648 \u062a\u0648\u0633\u0639\u0647 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u0633\u062a. \u0634\u0631\u06a9\u062a \u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u060c \u0686\u0647 \u062f\u0631 \u0628\u062e\u0634 \u062f\u0648\u0644\u062a\u06cc \u0648 \u0686\u0647 \u062f\u0631 \u0628\u062e\u0634 \u062e\u0635\u0648\u0635\u06cc\u060c \u062f\u0627\u0631\u0627\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u0628\u0632\u0631\u06af\u06cc \u0627\u0632 \u06a9\u062f \u062c\u0627\u0648\u0627 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0632 JVM ( \u0645\u0627\u0634\u06cc\u0646 \u0645\u062c\u0627\u0632\u06cc \u062c\u0627\u0648\u0627 ) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062d\u06cc\u0637 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0627\u0635\u0644\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0634\u0627\u0645\u0644 Hadoop \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0633\u062a\u0646\u062f. Apache Spark \u060c \u067e\u0644\u062a\u0641\u0631\u0645\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 ( Run-Time ) \u0627\u0633\u062a. Apache Kafka \u0648\u0627\u0633\u0637\u06cc \u0628\u0631\u0627\u06cc \u0635\u0641 \u067e\u06cc\u0627\u0645 \u0631\u0633\u0627\u0646\u06cc \u0648 \u06a9\u0627\u0631 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a. \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0627\u060c \u062f\u0631 \u0645\u0648\u0627\u062c\u0647\u0647 \u0628\u0627 \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0627\u0632 \u062c\u0627\u0648\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0632\u0628\u0627\u0646 \u0627\u0635\u0644\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u062c\u0627\u0648\u0627 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u060c \u0627\u0645\u0646\u06cc\u062a \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0686\u0646\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0627\u06cc \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>\u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647&nbsp;<a href=\"https:\/\/bigdataworld.ir\/product\/%D8%AF%D9%88%D8%B1%D9%87-%D8%A2%D9%85%D9%88%D8%B2%D8%B4%DB%8C-%D8%A2%D9%86%D9%84%D8%A7%DB%8C%D9%86-hadoop-%D9%88-apache-spark\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0648\u0631\u0647 \u06a9\u0627\u0645\u0644 \u0622\u0645\u0648\u0632\u0634 Spark \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0633\u0627\u06cc\u062a \u0645\u062f\u0631\u0633\u0647 \u0628\u06cc\u06af \u062f\u06cc\u062a\u0627 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a<\/a>&nbsp;\u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u06cc\u0646\u0634 \u0631\u0648\u0634\u0646\u06cc \u0627\u0632 Apache Spark \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/strong><\/p>\n<p style=\"text-align: justify;\">\u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0627\u0648\u0644\u06cc\u0646 \u0642\u062f\u0645 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627\u06cc \u0628\u0647\u062a\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u062e\u0648\u0628\u06cc \u0628\u0627 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u0646\u062f. \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u060c \u0627\u0648\u0644\u06cc\u0646 \u0628\u062e\u0634 \u0641\u0631\u0622\u06cc\u0646\u062f \u0645\u0647\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0645\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u0686\u0646\u06cc\u0646 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0627\u06cc\u060c \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u06cc\u062f\u0647 \u0622\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0627 \u06a9\u0645\u06a9 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0633\u0627\u0626\u0644 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062d\u0644 \u06a9\u0646\u06cc\u0645. \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634 \u0628\u0631\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc\u0646 \u0645\u0633\u0627\u0626\u0644\u060c \u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0644\u06cc\u062f \u0635\u0648\u0631\u062a \u0646\u0645\u06cc \u06af\u06cc\u0631\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u060c \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u06cc\u06a9\u0646\u0648\u0627\u062e\u062a\u060c \u062a\u062d\u0648\u0644 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0631\u0627 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0634\u0627\u063a\u0644 \u0648 \u0633\u0627\u0632\u0645\u0627\u0646 \u0647\u0627 \u0633\u0631\u0639\u062a \u0645\u06cc \u0628\u062e\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u0646\u0638\u0648\u0631 \u0645\u0627 \u0627\u0632 \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u062a\u062d\u0648\u0644 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u060c <a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/machine-learning-tools\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0628\u0632\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u062a\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u062f\u0631 \u062d\u06cc\u0646 \u0630\u062e\u06cc\u0631\u0647 \u067e\u0634\u062a\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc \u0641\u0639\u0644\u06cc \u0627\u0633\u062a. \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627 \u060c \u062a\u062c\u0627\u0631\u062a \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u062f\u0642\u06cc\u0642\u060c \u0633\u0648\u062f\u062f\u0647\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u062c\u0627\u0648\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u067e\u0634\u062a\u0647 \u062a\u0648\u0644\u06cc\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%87%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D8%AC%D8%A7%D9%88%D8%A7\"><\/span><strong>\u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062c\u0627\u0648\u0627<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0632\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0647\u0645 \u062c\u0627\u0648\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/07\/\u0628\u0631\u062a\u0631\u06cc\u0646-\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062c\u0627\u0648\u0627.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"802\" height=\"420\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/07\/\u0628\u0631\u062a\u0631\u06cc\u0646-\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062c\u0627\u0648\u0627.jpg\" alt=\"\u0628\u0631\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062c\u0627\u0648\u0627\" class=\"wp-image-7746\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/07\/\u0628\u0631\u062a\u0631\u06cc\u0646-\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062c\u0627\u0648\u0627.jpg 802w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/07\/\u0628\u0631\u062a\u0631\u06cc\u0646-\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062c\u0627\u0648\u0627-300x157.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/07\/\u0628\u0631\u062a\u0631\u06cc\u0646-\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647-\u0647\u0627\u06cc-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062c\u0627\u0648\u0627-768x402.jpg 768w\" sizes=\"(max-width: 802px) 100vw, 802px\" \/><\/a><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DB%B1-_DL4J_%E2%80%93_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82\"><\/span><strong>\u06f1- <\/strong><strong>DL4J <\/strong><strong>&nbsp;&#8211; \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">DL4J \u06cc\u0627 Eclipse DeepLearning4j \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631 \u062f\u0631\u062c\u0647 \u062a\u062c\u0627\u0631\u06cc \u0627\u0633\u062a \u0648 Eclipse Deeplearning4j \u0627\u0648\u0644\u06cc\u0646 \u06a9\u062a\u0627\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0631\u062c\u0647 \u062a\u062c\u0627\u0631\u06cc \u060c \u0645\u062a\u0646 \u0628\u0627\u0632 \u0648 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u062c\u0627\u0648\u0627 \u0648 Scala \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0627 Hadoop \u0648 Spark \u0627\u062f\u063a\u0627\u0645 \u0634\u062f\u0647 \u062a\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GPU \u0647\u0627 \u0648 CPU \u0647\u0627\u060c \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0628\u0627\u0632\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628 Deeplearning4j \u0645\u06cc \u062a\u0648\u0627\u0646 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627\u06cc \u0628\u0648\u0644\u062a\u0632\u0645\u0646 \u0645\u062d\u062f\u0648\u062f \u0634\u062f\u0647 ( RBM ) \u060c \u0634\u0628\u06a9\u0647 \u0628\u0627\u0648\u0631 \u0639\u0645\u06cc\u0642 ( Deep Belief Network ) \u060c \u062e\u0648\u062f\u0631\u0645\u0632\u06af\u0630\u0627\u0631 \u0639\u0645\u06cc\u0642 ( Deep Autoencoders ) \u060c \u062e\u0648\u062f\u0631\u0645\u0632\u06af\u0630\u0627\u0631 \u0646\u0648\u06cc\u0632\u0632\u062f\u0627\u06cc\u06cc \u067e\u0634\u062a\u0647 \u0627\u06cc ( Stacked Denoising Autoencoder ) \u060c word2vec \u060c GloVe \u0648 \u063a\u06cc\u0631\u0647 \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0631\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DB%B2-_ADAMS\"><\/span><strong>\u06f2- ADAMS<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">ADAMS \u0645\u062e\u0641\u0641 Advanced Data Mining and Learning Machine System \u0627\u0633\u062a \u06a9\u0647 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0633\u0627\u062e\u062a \u0648 \u062d\u0641\u0638 \u06cc\u06a9 \u0631\u0648\u0646\u062f \u06a9\u0627\u0631\u06cc \u0648\u0627\u06a9\u0646\u0634 \u067e\u0630\u06cc\u0631 \u0648 \u062f\u0627\u062f\u0647 \u0645\u062d\u0648\u0631\u060c \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0627\u062f\u063a\u0627\u0645 \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0627\u067e\u0631\u0627\u062a\u0648\u0631\u0647\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u060c \u062f\u0631 \u063a\u06cc\u0631 \u0627\u06cc\u0646 \u0635\u0648\u0631\u062a \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0639\u0645\u0644\u06af\u0631 \u0647\u0627\u06cc\u06cc \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u067e\u0631\u062f\u0627\u0632\u0634\u060c \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0648 \u062a\u0635\u0648\u06cc\u0631\u0633\u0627\u0632\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f. \u0639\u0645\u0644\u06af\u0631 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u062c\u0627\u06cc \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u0633\u0637\u062d\u06cc ( Canvas ) \u060c \u0628\u0647 \u06cc\u06a9 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631\u062e\u062a\u06cc \u0645\u062a\u0635\u0644 \u0634\u0648\u0646\u062f. ADAMS \u062a\u062d\u062a \u0645\u062c\u0648\u0632 GPLv3 \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DB%B3-_JavaML\"><\/span><strong>\u06f3- JavaML<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062c\u0627\u0648\u0627 \u06cc\u0627 Java ML \u0634\u0627\u0645\u0644 <a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/machine-learning-algorithms\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0686\u0646\u062f\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646<\/a> \u0627\u0633\u062a \u06a9\u0647 \u0631\u0627\u0628\u0637\u06cc \u0645\u0634\u062a\u0631\u06a9 \u0628\u0631\u0627\u06cc \u0686\u0646\u062f\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0632 \u0646\u0648\u0639 \u06cc\u06a9\u0633\u0627\u0646 \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u060c \u062f\u0627\u0631\u0627\u06cc Java API \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc\u0646 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u0627\u0646\u060c \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 Java-ML \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u060c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u060c \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u0648 \u063a\u06cc\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0686\u0646\u062f\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 API \u060c \u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc WEKA \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u06a9\u0646\u062f.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;<\/p>\n<p style=\"text-align: justify;\">Java ML \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0647\u0645\u0647 \u0645\u0646\u0638\u0648\u0631\u0647 \u0627\u0633\u062a. \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc JavaML \u0628\u0637\u0648\u0631 \u0648\u0627\u0636\u062d \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062f\u0631\u0633\u062a\u06cc \u062f\u0627\u0631\u062f \u0648 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u0631\u0627\u062c\u0639 \u0628\u0639\u062f\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DB%B4-_Mahout\"><\/span><strong>\u06f4- <\/strong><strong>Mahout<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0628\u0627 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc \u06a9\u0627\u0631 \u06a9\u0631\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Apache Mahout\u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628 \u062c\u0628\u0631\u062e\u0637\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0631\u06cc\u0627\u0636\u06cc\u062f\u0627\u0646 \u0647\u0627 \u0648 \u0622\u0645\u0627\u0631\u0634\u0646\u0627\u0633\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062f\u0644\u062e\u0648\u0627\u0647 \u062e\u0648\u062f \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u067e\u0631 \u0627\u0632 \u0627\u062c\u0632\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u062a\u0648\u0635\u06cc\u0647 \u06af\u0631 \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0633\u0627\u0632\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">Mahout \u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u060c \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0648 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u062a\u062c\u0627\u0631\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u0646\u062f. \u062a\u0645\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0631 \u0631\u0648\u06cc \u0646\u0642\u0634\u0647 \/ \u06a9\u0627\u0647\u0634 \u0627\u0644\u06af\u0648\u06cc Hadoop \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DB%B5-_Neuroph\"><\/span><strong>\u06f5- <\/strong><strong>Neuroph<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Neuroph \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u06cc \u06af\u0631\u0627 ( ANN ) \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u062c\u0627\u0648\u0627 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0686\u0646\u062f\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0631\u0627 \u0628\u0647 \u06a9\u0645\u06a9 \u062c\u0627\u0648\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f \u0648 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0627\u06cc\u062c\u0627\u062f \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GUItool &#8211; easyNeurons \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0622\u062e\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 Neuroph 2.96 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0634\u0627\u0645\u0644 \u0686\u0646\u062f \u0627\u0631\u062a\u0642\u0627 API \u060c \u0648\u06cc\u0698\u06af\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DB%B6-_RapidMiner\"><\/span><strong>\u06f6- <\/strong><strong>RapidMiner<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">RapidMiner \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u062c\u0627\u0645\u0639 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062d\u06cc\u0637\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u062a\u062d\u0644\u06cc\u0644 \u067e\u06cc\u0634\u06af\u0648 \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u062a\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062a\u062d\u0635\u06cc\u0644\u06cc\u060c \u0622\u0645\u0648\u0632\u0634\u06cc\u060c \u0646\u0645\u0648\u0646\u0647 \u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u060c \u0627\u0632 RapidMiner \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">RapidMiner \u0633\u0627\u062e\u062a \u0648 \u062d\u0641\u0638 \u0631\u0648\u0646\u062f \u06a9\u0627\u0631\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0648\u06cc\u0698\u06af\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0627\u062f\u0647 \u067e\u0627\u0644\u0627\u06cc\u06cc( Data Cleaning ) \u0631\u0627 \u0628\u0627 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0648 API \u062c\u0627\u0648\u0627 \u060c \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0634\u0645\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DB%B7-_Weka\"><\/span><strong>\u06f7- <\/strong><strong>Weka<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Weka \u0645\u062e\u0641\u0641 Waikato Environment for Knowledge Analysis \u0627\u0633\u062a \u0648 \u06cc\u06a9 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0632\u0628\u0627\u0646 \u062c\u0627\u0648\u0627 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. Weka \u0634\u0627\u0645\u0644 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0627\u0633\u062a. \u0622\u0646 \u0647\u0627 \u0634\u0627\u0645\u0644 \u0686\u0646\u062f\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc\u060c \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc\u060c \u0631\u06af\u0631\u0633\u06cc\u0648\u0646\u060c \u062a\u0635\u0648\u06cc\u0631\u0633\u0627\u0632\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0627 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc ( GUI ) \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0645\u0647\u0627\u0631\u0646\u0627\u067e\u0630\u06cc\u0631 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0645\u0628\u062a\u062f\u06cc\u0627\u0646\u06cc \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u0646\u062f \u0641\u0648\u062a \u0648 \u0641\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u062f\u0648\u0646 \u0646\u0648\u0634\u062a\u0646 \u06cc\u06a9 \u062e\u0637 \u06a9\u062f \u060c \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DB%B8-_JSTAT\"><\/span><strong>\u06f8- JSTAT<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062f\u0631\u06a9 \u0633\u0631\u06cc\u0639 \u0645\u0633\u0627\u0626\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0628\u0632\u0627\u0631 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631\u06cc \u062c\u0627\u0648\u0627 \u06cc\u0627 JSTAT \u060c \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u062d\u062a \u0645\u062c\u0648\u0632 GPL3 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0641\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f. \u0628\u062e\u0634\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0627\u0633\u062a. \u0628\u06cc\u0634\u062a\u0631\u0650 \u06a9\u062f \u06a9\u0627\u0645\u0644 \u0628\u0648\u062f\u0647 \u0648 \u0647\u06cc\u0686 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062e\u0627\u0631\u062c\u06cc \u0646\u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0647\u0631 \u0686\u0627\u0631\u0686\u0648\u0628\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0648 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0633\u0631\u06cc\u0639 \u062a\u0631\u06cc \u0627\u0632 \u0633\u0627\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u062c\u0627\u0648\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u0644\u060c \u0628\u0647 \u06a9\u0645\u06a9 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0634\u06cc \u06af\u0631\u0627 (\u0647\u062f\u0641 \u0645\u062d\u0648\u0631) \u0628\u0647 \u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u0634\u06cc\u0648\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0648 \u062f\u0627\u0646\u0634\u06af\u0627\u0647\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0627\u0633\u062a.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DB%B9-_ELKI\"><\/span><strong>\u06f9- <\/strong><strong>ELKI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">ELKI \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062c\u0627\u0648\u0627\u060c \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc KDD ( \u06a9\u0634\u0641 \u062f\u0627\u0646\u0634 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 ) \u0627\u0633\u062a. \u062a\u0645\u0631\u06a9\u0632 ELKI \u0628\u0631 \u062a\u062d\u0642\u06cc\u0642 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u06cc \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u062a\u0634\u062e\u06cc\u0635 \u0645\u0646\u062d\u0635\u0631 \u0628\u0641\u0631\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u0631\u062a \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062a\u062d\u0644\u06cc\u0644 \u062e\u0648\u0634\u0647 \u0627\u06cc \u06a9\u0647 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u062f\u0648\u0646 \u0646\u0638\u0627\u0631\u062a \u0627\u0633\u062a \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0627\u0631\u062a\u0642\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u060c ELKI \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u0634\u0627\u062e\u0635 \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u062f\u0631\u062e\u062a R* \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0647\u062f\u0641 ELKI \u060c \u0627\u0631\u0627\u0626\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0628\u0632\u0631\u06af\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0645\u06a9 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 \u062f\u0631 \u06cc\u06a9 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u0646\u0635\u0641\u0627\u0646\u0647 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u062d\u06a9 \u0632\u062f\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u060c \u062f\u0631 \u0645\u06cc\u0627\u0646 \u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u0627\u0646 \u0648 \u0645\u062d\u0642\u0642\u0627\u0646\u06cc \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u0646\u062f \u062f\u0631\u06a9\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u0646\u062f\u060c \u0628\u0633\u06cc\u0627\u0631 \u067e\u0631\u0637\u0631\u0641\u062f\u0627\u0631 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DB%B1%DB%B0-_Stanford_CoreNLP\"><\/span><strong>\u06f1\u06f0- Stanford CoreNLP<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">&nbsp;Stanford CoreNLP\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u0632\u0628\u0627\u0646 \u0627\u0646\u0633\u0627\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0627\u0633\u062a\u0646\u0641\u0648\u0631\u062f \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06cc\u06a9 \u062e\u0637 \u0644\u0648\u0644\u0647 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062c\u0627\u0648\u0627 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc ( NLP ) \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f. \u0627\u06cc\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f\u062a\u0631\u06cc\u0646 \u062e\u0637\u0648\u0637 \u0644\u0648\u0644\u0647 NLP \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0634\u06a9\u0644 \u0627\u0635\u0644\u06cc \u06a9\u0644\u0645\u0627\u062a \u060c \u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u0648\u0627\u0698\u06af\u0627\u0646 \u060c \u0628\u062e\u0634 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u06af\u0641\u062a\u0627\u0631 \u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u062a\u0646 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 Stanford CoreNLP \u0628\u0647 \u0634\u0631\u062d \u0632\u06cc\u0631 \u0627\u0633\u062a &#8211;<\/p>\n<ul style=\"text-align: justify;\">\n<li>\u06cc\u06a9 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 NLP \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u06af\u0631\u0627\u0645\u0631\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\u06cc\u06a9 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u062a\u0646 \u0633\u0631\u06cc\u0639 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062e\u0637 \u0644\u0648\u0644\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>CoreNLP Stanford \u06cc\u06a9 \u0628\u0633\u062a\u0647 \u0645\u062f\u0631\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0633\u0631\u0648\u06cc\u0633 \u0634\u062f\u0647 \u0648 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0646\u0638\u0645 \u062f\u0631 \u0627\u0631\u0627\u0626\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0645\u062a\u0646 \u0627\u0632 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0645\u0631\u062a\u0628\u0647 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<li>\u06cc\u06a9\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u0647\u0645 \u0622\u0646\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0646\u0633\u0627\u0646 \u0645\u0627\u0646\u0646\u062f \u0639\u0631\u0628\u06cc\u060c \u0686\u06cc\u0646\u06cc\u060c \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0648 \u063a\u06cc\u0631\u0647 \u0627\u0633\u062a.<\/li>\n<li>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062c\u0627\u0648\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0628\u0632\u0627\u0631 \u0627\u0635\u0644\u06cc \u062e\u0648\u062f\u060c Stanford CoreNLP \u060c API \u0647\u0627 (\u0648\u0627\u0633\u0637 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc) \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u0647\u0645 \u062f\u0646\u06cc\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0648\u0628 \u0633\u0627\u062f\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u0628\u0647 \u06a9\u0645\u06a9 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 CoreNLP Stanford \u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u0632\u0628\u0627\u0646 \u0634\u0646\u0627\u0633\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u062a\u0646\u06cc \u0628\u06a9\u0627\u0631 \u0628\u0631\u062f. \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0646\u06cc \u0631\u0627 \u062a\u0646\u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0648 \u062e\u0637 \u06a9\u062f \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f. \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u060c \u0628\u0633\u06cc\u0627\u0631 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0631\u062a\u0642\u0627 \u0627\u0633\u062a.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AE%D9%84%D8%A7%D8%B5%D9%87\"><\/span><strong>\u062e\u0644\u0627\u0635\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 \u0686\u0646\u062f\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u062c\u0627\u0648\u0627 \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0631\u062f\u06cc\u0645. \u0648 \u0628\u0647 \u0645\u0633\u0626\u0644\u0647 \u0627\u0647\u0645\u06cc\u062a \u062c\u0627\u0648\u0627 \u067e\u0631\u062f\u0627\u062e\u062a\u06cc\u0645 \u0648 \u0627\u06cc\u0646\u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062c\u0627\u0648\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0645\u0627 Mahout \u060c JavaML \u060c DL4J \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u0631\u0627 \u0645\u0631\u0648\u0631 \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0645 \u06a9\u0647 \u0645\u0642\u0627\u0644\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u062c\u0627\u0648\u0627 \u0631\u0627 \u062f\u0648\u0633\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u0645\u0627 \u0627\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0647\u0627\u06cc \u0634\u0645\u0627 \u062e\u0648\u0634\u062d\u0627\u0644 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :&nbsp;<\/strong><\/h4>\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/tesla-vision-ai-lane-detection\/\">\u062a\u0633\u0644\u0627 \u0648\u06cc\u0698\u0646 \u0686\u06cc\u0633\u062a \u0648 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062a\u0633\u0644\u0627 \u0686\u06af\u0648\u0646\u0647 \u062e\u0637\u0648\u0637 \u062c\u0627\u062f\u0647 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/offline-ai-for-mobile\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06af\u0648\u0634\u06cc<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/which-ai-is-working-now\/\">\u06a9\u062f\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0644\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u06a9\u0646\u0647\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-to-find-hidden-spy-cameras-in-hotels\/\">\u062f\u0648\u0631\u0628\u06cc\u0646 \u0647\u0627\u06cc \u062c\u0627\u0633\u0648\u0633\u06cc \u062f\u0631 \u0647\u062a\u0644 \u0647\u0627! \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634\u0627\u0646 \u06a9\u0646\u06cc\u0645\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-autonomous-vehicles-see-surroundings\/\">\u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0646\u0634\u06cc\u0646 \u0686\u06af\u0648\u0646\u0647 \u0645\u062d\u06cc\u0637 \u0627\u0637\u0631\u0627\u0641 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f\u061f<\/a><\/li>\n<\/ul>\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/data-flair.training\/blogs\/java-machine-learning\/\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Data Flair<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;7744&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u06f1\u06f0 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u062c\u0627\u0648\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n      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\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631\u060c \u062f\u0648 \u0632\u0628\u0627\u0646 \u0628\u0633\u06cc\u0627\u0631 \u067e\u0631\u0637\u0631\u0641\u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c Python \u0648 &hellip;<\/p>\n","protected":false},"author":17,"featured_media":7750,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[195,206,18],"tags":[],"class_list":["post-7744","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-ml","category-206","category-edu"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/7744","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=7744"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/7744\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/7750"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=7744"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=7744"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=7744"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}