{"id":16699,"date":"2024-01-30T03:28:12","date_gmt":"2024-01-29T23:58:12","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/"},"modified":"2024-01-30T03:28:12","modified_gmt":"2024-01-29T23:58:12","slug":"%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/","title":{"rendered":"\u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0631 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627 Brain.js \u062f\u0631 \u0686\u0646\u062f \u0633\u0627\u0644 \u0627\u062e\u06cc\u0631\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647\u060c \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc (NN) \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0648\u0634 \u0639\u0645\u0644\u06cc \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0637\u0631\u062d \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062d\u0644 \u0634\u0648\u0646\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u0635\u062f\u0627\u060c \u0648 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc  \u0627\u06cc\u0646 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u0644\u0637\u0641 \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u0627\u062e\u06cc\u0631 \u0627\u0633\u062a \u0631\u0648\u06cc \u0686\u06af\u0648\u0646\u0647 \u0628\u0647\u062a\u0631 \u062a\u0645\u0631\u06cc\u0646 \u06a9\u0646\u06cc\u0645&#8230;"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/#%d9%85%d8%b9%d8%b1%d9%81%db%8c\" >\u0645\u0639\u0631\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/#brainjs\" >Brain.js<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/#%d9%85%d8%b2%d8%a7%db%8c%d8%a7%db%8c\" >\u0645\u0632\u0627\u06cc\u0627\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/#%d9%85%d8%b9%d8%a7%db%8c%d8%a8\" >\u0645\u0639\u0627\u06cc\u0628<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/#%d9%85%d8%ab%d8%a7%d9%84\" >\u0645\u062b\u0627\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/rasanegaar.com\/blog\/%d8%b4%d8%a8%da%a9%d9%87%d9%87%d8%a7%db%8c-%d8%b9%d8%b5%d8%a8%db%8c-%d8%af%d8%b1-%d8%ac%d8%a7%d9%88%d8%a7-%d8%a7%d8%b3%da%a9%d8%b1%db%8c%d9%be%d8%aa-%d8%a8%d8%a7-brain-js-%d8%af%d8%b1-%da%86\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<div class=\"content\"><noscript><\/p>\n<style>.lazyload-placeholder { display: none;  }<\/style>\n<p><\/noscript><\/p>\n<h2 id=\"introduction\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%b1%d9%81%db%8c\"><\/span>\u0645\u0639\u0631\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0686\u0646\u062f \u0633\u0627\u0644 \u0627\u062e\u06cc\u0631\u060c \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc (NN) \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0627\u0647 \u0639\u0645\u0644\u06cc \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0637\u0631\u062d \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062d\u0644 \u06a9\u0631\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u0635\u062f\u0627 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc.  \u0627\u06cc\u0646 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u0644\u0637\u0641 \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u0627\u062e\u06cc\u0631 \u0627\u0633\u062a \u0631\u0648\u06cc \u0631\u0648\u0634 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647\u062a\u0631 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0634\u0628\u06a9\u0647 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631\u0647\u0627.<\/p>\n<p>\u0627\u062e\u06cc\u0631\u0627\u064b\u060c \u062f\u0627\u0646\u0634\u062c\u0648\u06cc\u06cc \u062f\u0631 \u0627\u0645\u067e\u0631\u06cc\u0627\u0644 \u06a9\u0627\u0644\u062c \u0644\u0646\u062f\u0646 \u06cc\u06a9 NN \u0628\u0647 \u0646\u0627\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.technologyreview.com\/2015\/09\/14\/247956\/deep-learning-machine-teaches-itself-chess-in-72-hours-plays-at-international-master\/\">\u0632\u0631\u0627\u0641\u0647<\/a> \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0633\u062a \u062a\u0646\u0647\u0627 \u062f\u0631 72 \u0633\u0627\u0639\u062a \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc \u0634\u0637\u0631\u0646\u062c \u062f\u0631 \u0633\u0637\u062d \u06cc\u06a9 \u0627\u0633\u062a\u0627\u062f \u0628\u06cc\u0646 \u0627\u0644\u0645\u0644\u0644\u06cc \u0641\u06cc\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u06cc\u0646\u062f.  \u0631\u0627\u06cc\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0633\u0637\u062d \u0634\u0637\u0631\u0646\u062c \u0628\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0648\u0627\u0642\u0639\u0627\u064b \u062c\u062f\u06cc\u062f \u0646\u06cc\u0633\u062a\u060c \u0627\u0645\u0627 \u0631\u0648\u0634\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0627\u0633\u062a <em>\u0627\u0633\u062a<\/em> \u062c\u062f\u06cc\u062f.  \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0633\u0627\u0644 \u0647\u0627 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u0633\u0627\u062e\u062a\u0647 \u0634\u0648\u0646\u062f \u0648 \u0628\u0627 \u06a9\u0645\u06a9 \u06cc\u06a9 \u0627\u0633\u062a\u0627\u062f \u0628\u0632\u0631\u06af \u0648\u0627\u0642\u0639\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0632\u0631\u0627\u0641\u0647\u060c \u0631\u0648\u06cc \u0627\u0632 \u0633\u0648\u06cc \u062f\u06cc\u06af\u0631\u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642\u060c \u0645\u0642\u062f\u0627\u0631\u06cc \u062e\u0644\u0627\u0642\u06cc\u062a \u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u0628\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0634\u0637\u0631\u0646\u062c \u0633\u0627\u062e\u062a\u0647 \u0634\u062f.  \u0627\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0627\u0632 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648\u0639\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u062e\u06cc\u0631\u0627\u064b \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f \u0648 \u0641\u0642\u0637 \u062f\u0631 \u062d\u0627\u0644 \u0628\u0647\u0628\u0648\u062f \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h2 id=\"brainjs\"><span class=\"ez-toc-section\" id=\"brainjs\"><\/span>Brain.js<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0646\u0642\u0637\u0647 \u0636\u0639\u0641 NN \u0647\u0627 \u0648 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0634\u062a\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0646\u06af\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u0645\u0631\u062f\u0645 \u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639 \u06a9\u0627\u0631 \u0627\u0632 \u0622\u0646 \u062f\u0648\u0631 \u0634\u0648\u0646\u062f.  \u0645\u0627\u0647\u06cc\u062a \u0628\u0633\u06cc\u0627\u0631 \u0641\u0646\u06cc NN \u0647\u0627 \u0648 \u062a\u0645\u0627\u0645 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0648\u0627\u0698\u06af\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0627 \u0622\u0646 \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0641\u0631\u0627\u062f \u0646\u0627\u0622\u0634\u0646\u0627 \u062f\u0634\u0648\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.  \u0627\u06cc\u0646\u062c\u0627\u0633\u062a \u06a9\u0647 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.com\/harthur\/brain\">Brain.js<\/a> \u0648\u0627\u0631\u062f \u0628\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f.  Brain.js \u062f\u0631 \u0633\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0628\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f process \u0627\u06cc\u062c\u0627\u062f \u0648 \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 NN \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0647\u0648\u0644\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0648 \u0628\u0627 \u0645\u062d\u062f\u0648\u062f \u06a9\u0631\u062f\u0646 API \u0641\u0642\u0637 \u0628\u0647 \u0686\u0646\u062f \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0631\u0648\u0634 \u0648 \u06af\u0632\u06cc\u0646\u0647.<\/p>\n<p>\u0627\u0634\u062a\u0628\u0627\u0647 \u0646\u06a9\u0646\u06cc\u062f\u060c \u0634\u0645\u0627 \u0647\u0646\u0648\u0632 \u0628\u0627\u06cc\u062f \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u0634\u062a NN \u0647\u0627 \u0631\u0627 \u0628\u062f\u0627\u0646\u06cc\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0633\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u062a\u0631 \u062f\u0644\u0647\u0631\u0647 \u0622\u0648\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0642\u0631\u06cc\u0628 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Exclusive_or\">XOR<\/a> \u062a\u0627\u0628\u0639 (\u06a9\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f NN \u0627\u0633\u062a)\u060c \u062a\u0646\u0647\u0627 \u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">var<\/span> brain = <span class=\"hljs-built_in\">require<\/span>(<span class=\"hljs-string\">'brain'<\/span>);\n\n<span class=\"hljs-keyword\">var<\/span> net = <span class=\"hljs-keyword\">new<\/span> brain.NeuralNetwork();\n\nnet.train(({<span class=\"hljs-attr\">input<\/span>: (<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">0<\/span>), <span class=\"hljs-attr\">output<\/span>: (<span class=\"hljs-number\">0<\/span>)},\n           {<span class=\"hljs-attr\">input<\/span>: (<span class=\"hljs-number\">0<\/span>, <span class=\"hljs-number\">1<\/span>), <span class=\"hljs-attr\">output<\/span>: (<span class=\"hljs-number\">1<\/span>)},\n           {<span class=\"hljs-attr\">input<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">0<\/span>), <span class=\"hljs-attr\">output<\/span>: (<span class=\"hljs-number\">1<\/span>)},\n           {<span class=\"hljs-attr\">input<\/span>: (<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">1<\/span>), <span class=\"hljs-attr\">output<\/span>: (<span class=\"hljs-number\">0<\/span>)}));\n\n<span class=\"hljs-keyword\">var<\/span> output = net.run((<span class=\"hljs-number\">1<\/span>, <span class=\"hljs-number\">0<\/span>));  <span class=\"hljs-comment\">\/\/ (0.933)<\/span>\n<\/code><\/pre>\n<p>\u0627\u06cc\u0646 \u06a9\u062f \u0641\u0642\u0637 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u062c\u062f\u06cc\u062f \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f (<code>net<\/code>) <code>train<\/code>\u0634\u0628\u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0631\u0627\u06cc\u0647 \u0627\u06cc \u0627\u0632 \u0645\u062b\u0627\u0644 \u0647\u0627 \u0648 \u0633\u067e\u0633 <code>run<\/code>s \u0634\u0628\u06a9\u0647 \u0628\u0627 \u0648\u0631\u0648\u062f\u06cc \u0627\u0632 <code>(1, 0)<\/code>\u060c \u06a9\u0647 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc \u062f\u0647\u062f <code>(0.933)<\/code> (\u0645\u0648\u0633\u0648\u0645 \u0628\u0647 <code>1<\/code>).<\/p>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 Brain.js \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u062e\u0648\u062f \u0646\u062f\u0627\u0631\u062f\u060c API \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u06a9\u0627\u0641\u06cc \u0631\u0627 \u0645\u06cc \u067e\u0630\u06cc\u0631\u062f \u062a\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0633\u0627\u062f\u0647 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f.  \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062a\u0639\u062f\u0627\u062f \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u062e\u0641\u06cc\u060c \u0622\u0633\u062a\u0627\u0646\u0647 \u062e\u0637\u0627\u060c \u0646\u0631\u062e \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">var<\/span> net = <span class=\"hljs-keyword\">new<\/span> brain.NeuralNetwork({\n    <span class=\"hljs-attr\">hiddenLayers<\/span>: (<span class=\"hljs-number\">128<\/span>,<span class=\"hljs-number\">64<\/span>)\n});\n\nnet.train({\n    <span class=\"hljs-attr\">errorThresh<\/span>: <span class=\"hljs-number\">0.005<\/span>,  <span class=\"hljs-comment\">\/\/ error threshold to reach before completion<\/span>\n    <span class=\"hljs-attr\">iterations<\/span>: <span class=\"hljs-number\">20000<\/span>,   <span class=\"hljs-comment\">\/\/ maximum training iterations <\/span>\n    <span class=\"hljs-attr\">log<\/span>: <span class=\"hljs-literal\">true<\/span>,           <span class=\"hljs-comment\">\/\/ console.log() progress periodically <\/span>\n    <span class=\"hljs-attr\">logPeriod<\/span>: <span class=\"hljs-number\">10<\/span>,       <span class=\"hljs-comment\">\/\/ number of iterations between logging <\/span>\n    <span class=\"hljs-attr\">learningRate<\/span>: <span class=\"hljs-number\">0.3<\/span>    <span class=\"hljs-comment\">\/\/ learning rate <\/span>\n});\n<\/code><\/pre>\n<p>\u0628\u0631\u0627\u06cc \u0644\u06cc\u0633\u062a \u06a9\u0627\u0645\u0644 \u06af\u0632\u06cc\u0646\u0647 \u0647\u0627 \u0628\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0627\u0646\u0648\u0627\u0639 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0633\u0627\u0632\u06cc\u062f \u0645\u062d\u062f\u0648\u062f \u0647\u0633\u062a\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0686\u06cc\u0632\u06cc \u0631\u0627 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u06a9\u0646\u06cc\u062f.  \u0628\u06af\u06cc\u0631\u06cc\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/codepen.io\/birjolaxew\/post\/cracking-captchas-with-neural-networks\">\u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647<\/a> \u0645\u062b\u0644\u0627.  \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 CAPTCHA \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062e\u0648\u062f \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0631\u062f\u060c \u0627\u0632 \u0628\u0631\u062e\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u060c \u0648 \u0633\u067e\u0633 \u0627\u0632 Brain.js \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0647 \u0647\u0631 \u0634\u062e\u0635\u06cc\u062a \u0641\u0631\u062f\u06cc \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.<\/p>\n<h3 id=\"advantages\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b2%d8%a7%db%8c%d8%a7%db%8c\"><\/span>\u0645\u0632\u0627\u06cc\u0627\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u0645\u060c Brain.js \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0633\u0631\u06cc\u0639 \u06cc\u06a9 NN \u0633\u0627\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0633\u0637\u062d \u0628\u0627\u0644\u0627 \u0639\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.  \u0628\u0627 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062e\u0648\u0628 \u0648 \u0686\u0646\u062f \u062e\u0637 \u06a9\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u0627 \u062c\u0627\u0644\u0628\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0639\u0644\u0645\u06cc\/\u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u06a9\u0647 \u062f\u0631 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u062a\u0645\u0627\u06cc\u0644 \u0628\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u062f\u0627\u0631\u0646\u062f <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.reddit.com\/r\/programming\/comments\/2afbxu\/brain_neural_networks_in_javascript\/cius1c3\">\u0628\u0647 \u0634\u062f\u062a \u0627\u0646\u062a\u0642\u0627\u062f \u06a9\u0631\u062f<\/a>\u060c \u0627\u0645\u0627 \u0634\u062e\u0635\u0627\u064b \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u0645 Brain.js \u062c\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 JS \u062f\u0627\u0631\u062f \u062a\u0627 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0634\u0645\u0627 \u0627\u0646\u062a\u0638\u0627\u0631\u0627\u062a \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0631\u0633\u062a\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.  \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c JS \u0632\u0628\u0627\u0646 \u063a\u0627\u0644\u0628 (\u0641\u0642\u0637\u061f) \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0633\u0645\u062a \u06a9\u0644\u0627\u06cc\u0646\u062a \u062f\u0631 \u0645\u0631\u0648\u0631\u06af\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u067e\u0633 \u0686\u0631\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u062f\u0631\u0648\u0646 \u0645\u0631\u0648\u0631\u06af\u0631\u060c \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a (\u062e\u0633\u062a\u0647\u200c\u06a9\u0646\u0646\u062f\u0647\u060c \u0645\u06cc\u200c\u062f\u0627\u0646\u0645) \u06cc\u0627 \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u06a9\u0646\u06cc\u062f\u061f<\/p>\n<h3 id=\"disadvantages\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%b9%d8%a7%db%8c%d8%a8\"><\/span>\u0645\u0639\u0627\u06cc\u0628<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0642\u0637\u0639\u0627\u064b \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631\u06cc \u0627\u0631\u0632\u0634 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u0645\u060c \u0627\u0645\u0627 \u0628\u06cc\u200c\u0646\u0642\u0635 \u0646\u06cc\u0633\u062a.  \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f\u0645\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0647 \u0646\u0642\u0637\u0647 \u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0641\u0642\u0637 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0633\u0627\u062f\u0647 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f.  \u0627\u0645\u06a9\u0627\u0646 \u0632\u06cc\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc softmax \u06cc\u0627 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.  \u062e\u0648\u0628 \u0627\u0633\u062a \u06a9\u0647 \u062d\u062f\u0627\u0642\u0644 \u06af\u0632\u06cc\u0646\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0628\u0647 \u062c\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u0627\u0632 \u0634\u0645\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<p>\u0634\u0627\u06cc\u062f \u0628\u0632\u0631\u06af\u062a\u0631\u06cc\u0646 \u0634\u06a9\u0627\u06cc\u062a \u0645\u0646 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631 \u0622\u0646 \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a <em>\u062e\u0627\u0644\u0635<\/em> \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a.  \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 NN \u06a9\u0646\u062f \u0627\u0633\u062a process \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0647\u0632\u0627\u0631\u0627\u0646 \u062a\u06a9\u0631\u0627\u0631 (\u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u06cc\u0627 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u0647\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a) \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0631\u0648\u06cc \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0646\u0642\u0637\u0647 \u062f\u0627\u062f\u0647  \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0647 \u0647\u06cc\u0686 \u0648\u062c\u0647 \u0632\u0628\u0627\u0646 \u0633\u0631\u06cc\u0639\u06cc \u0646\u06cc\u0633\u062a \u0648 \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0627\u06cc\u062f \u0627\u0641\u0632\u0648\u0646\u0647 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u062a\u0627 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0631\u0627 \u062f\u0631 \u062d\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u062f.  \u06a9\u0631\u06a9\u0631 CAPTCHA \u0627\u0632 \u0628\u0627\u0644\u0627 \u06cc\u06a9 \u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645 20 \u062f\u0642\u06cc\u0642\u0647 \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f\u060c \u0627\u0645\u0627 \u062a\u0646\u0647\u0627 \u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0686\u0646\u062f \u0648\u0631\u0648\u062f\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0648 \u0645\u0642\u062f\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a \u062a\u0627 \u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u0686\u0646\u062f \u0633\u0627\u0639\u062a \u06cc\u0627 \u062d\u062a\u06cc \u0686\u0646\u062f \u0631\u0648\u0632 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f\u060c \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0645\u062b\u0627\u0644 \u0645\u0646 \u062f\u0631 \u0632\u06cc\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f.<\/p>\n<p>\u0645\u062a\u0623\u0633\u0641\u0627\u0646\u0647\u060c \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0642\u0628\u0644\u0627\u064b \u062a\u0648\u0633\u0637 \u0646\u0648\u06cc\u0633\u0646\u062f\u0647 \u0622\u0646 \u0631\u0647\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a (\u062a\u0648\u0636\u06cc\u062d\u0627\u062a GitHub \u0628\u0627 &#8220;(UNMAINTAINED)&#8221; \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a).  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0645\u0646 \u062f\u0631\u06cc\u0627\u0641\u062a\u0645 \u06a9\u0647 \u062d\u0641\u0638 \u062e\u0648\u0627\u0633\u062a\u0647 \u0647\u0627\u06cc \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0633\u062e\u062a \u0628\u0627\u0634\u062f\u060c \u0627\u0645\u0627 \u062f\u06cc\u062f\u0646 \u0622\u0646 \u0647\u0646\u0648\u0632 \u0646\u0627\u0627\u0645\u06cc\u062f \u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a\u060c \u0648 \u0645\u0627 \u0641\u0642\u0637 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631 \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u06a9\u0633\u06cc <em>\u0648\u0627\u062c\u062f \u0634\u0631\u0627\u06cc\u0637<\/em> \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062c\u0627\u06cc \u062e\u0627\u0644\u06cc \u0631\u0627 \u067e\u0631 \u06a9\u0646\u062f  \u0645\u0646 \u0645\u0637\u0645\u0626\u0646 \u0647\u0633\u062a\u0645 \u06a9\u0647 \u06cc\u06a9 \u0686\u0646\u06af\u0627\u0644 \u062e\u0648\u0628 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u062f\u0631 \u062d\u0627\u0644 \u06a9\u0627\u0631 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u06cc \u062c\u0633\u062a\u062c\u0648 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0622\u0646 \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f.<\/p>\n<h2 id=\"example\"><span class=\"ez-toc-section\" id=\"%d9%85%d8%ab%d8%a7%d9%84\"><\/span>\u0645\u062b\u0627\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u0646 \u0628\u0647 \u0634\u0645\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u062f\u0631\u06af\u06cc\u0631\u062a\u0631 \u0627\u0632 \u0631\u0648\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Brain \u0631\u0627 \u0646\u0634\u0627\u0646 \u062e\u0648\u0627\u0647\u0645 \u062f\u0627\u062f.  \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u0646 \u06cc\u06a9 NN \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0645 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u06cc\u06a9 \u0631\u0642\u0645 \u062f\u0633\u062a \u0646\u0648\u06cc\u0633 (0-9) \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f.  \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u06a9\u0647 \u0645\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u0645\u062d\u0628\u0648\u0628 \u0627\u0633\u062a <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/MNIST_database\">MNIST<\/a> \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u060c \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0628\u06cc\u0634 \u0627\u0632 50000 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 \u0627\u0631\u0642\u0627\u0645 \u062f\u0633\u062a\u200c\u0646\u0648\u06cc\u0633 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0645\u0634\u06a9\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062a\u0634\u062e\u06cc\u0635 \u06a9\u0627\u0631\u0627\u06a9\u062a\u0631 \u0646\u0648\u0631\u06cc (<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/en.wikipedia.org\/wiki\/Optical_character_recognition\">OCR<\/a>) \u06a9\u0647 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u062d\u0628\u0648\u0628 NN \u0647\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u062a\u0634\u062e\u06cc\u0635 \u0628\u0627 \u06af\u0631\u0641\u062a\u0646 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 28&#215;28 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u062e\u0627\u06a9\u0633\u062a\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0631\u0642\u0645 \u062f\u0633\u062a\u200c\u0646\u0648\u06cc\u0633\u060c \u0648 \u062e\u0631\u0648\u062c\u06cc \u0631\u0642\u0645\u06cc \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0641\u06a9\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u00ab\u062f\u06cc\u062f\u0647\u00bb \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.  \u0627\u06cc\u0646 \u0628\u062f\u0627\u0646 \u0645\u0639\u0646\u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 784 \u0648\u0631\u0648\u062f\u06cc (\u06cc\u06a9\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u067e\u06cc\u06a9\u0633\u0644) \u0628\u0627 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u06cc\u0646 0-255 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a \u0648 10 \u062e\u0631\u0648\u062c\u06cc (\u06cc\u06a9\u06cc \u0628\u0631\u0627\u06cc \u0647\u0631 \u0631\u0642\u0645) \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a.  \u0647\u0631 \u062e\u0631\u0648\u062c\u06cc \u062f\u0627\u0631\u0627\u06cc \u0645\u0642\u062f\u0627\u0631 0-1 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u0627\u0633\u0627\u0633\u0627\u064b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0633\u0637\u062d \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0622\u0646 \u0631\u0642\u0645 \u062e\u0627\u0635 \u067e\u0627\u0633\u062e \u0635\u062d\u06cc\u062d \u0627\u0633\u062a \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.  \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u0627\u0631\u0632\u0634 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u067e\u0627\u0633\u062e \u0645\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u0631\u0648\u06cc \u06a9\u062f:<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-keyword\">var<\/span> brain = <span class=\"hljs-built_in\">require<\/span>(<span class=\"hljs-string\">'brain'<\/span>);\n<span class=\"hljs-keyword\">var<\/span> fs = <span class=\"hljs-built_in\">require<\/span>(<span class=\"hljs-string\">'fs'<\/span>);\n\n<span class=\"hljs-keyword\">var<\/span> getMnistData = <span class=\"hljs-function\"><span class=\"hljs-keyword\">function<\/span>(<span class=\"hljs-params\">content<\/span>) <\/span>{\n    <span class=\"hljs-keyword\">var<\/span> lines = content.toString().split(<span class=\"hljs-string\">'\\n'<\/span>);\n\n    <span class=\"hljs-keyword\">var<\/span> data = ();\n    <span class=\"hljs-keyword\">for<\/span> (<span class=\"hljs-keyword\">var<\/span> i = <span class=\"hljs-number\">0<\/span>; i &lt; lines.length; i++) {\n        <span class=\"hljs-keyword\">var<\/span> input = lines(i).split(<span class=\"hljs-string\">','<\/span>).map(<span class=\"hljs-built_in\">Number<\/span>);\n\n        <span class=\"hljs-keyword\">var<\/span> output = <span class=\"hljs-built_in\">Array<\/span>.apply(<span class=\"hljs-literal\">null<\/span>, <span class=\"hljs-built_in\">Array<\/span>(<span class=\"hljs-number\">10<\/span>)).map(<span class=\"hljs-built_in\">Number<\/span>.prototype.valueOf, <span class=\"hljs-number\">0<\/span>);\n        output(input.shift()) = <span class=\"hljs-number\">1<\/span>;\n\n        data.push({\n            <span class=\"hljs-attr\">input<\/span>: input,\n            <span class=\"hljs-attr\">output<\/span>: output\n        });\n    }\n\n    <span class=\"hljs-keyword\">return<\/span> data;\n};\n\nfs.readFile(__dirname + <span class=\"hljs-string\">'\/train.csv'<\/span>, <span class=\"hljs-function\"><span class=\"hljs-keyword\">function<\/span> (<span class=\"hljs-params\">err, trainContent<\/span>) <\/span>{\n    <span class=\"hljs-keyword\">if<\/span> (err) {\n        <span class=\"hljs-built_in\">console<\/span>.log(<span class=\"hljs-string\">'Error:'<\/span>, err);\n    }\n\n    <span class=\"hljs-keyword\">var<\/span> trainData = getMnistData(trainContent);\n\n    <span class=\"hljs-built_in\">console<\/span>.log(<span class=\"hljs-string\">'Got '<\/span> + trainData.length + <span class=\"hljs-string\">' samples'<\/span>);\n\n    <span class=\"hljs-keyword\">var<\/span> net = <span class=\"hljs-keyword\">new<\/span> brain.NeuralNetwork({<span class=\"hljs-attr\">hiddenLayers<\/span>: (<span class=\"hljs-number\">784<\/span>, <span class=\"hljs-number\">392<\/span>, <span class=\"hljs-number\">196<\/span>)});\n\n    net.train(trainData, {\n        <span class=\"hljs-attr\">errorThresh<\/span>: <span class=\"hljs-number\">0.025<\/span>,\n        <span class=\"hljs-attr\">log<\/span>: <span class=\"hljs-literal\">true<\/span>,\n        <span class=\"hljs-attr\">logPeriod<\/span>: <span class=\"hljs-number\">1<\/span>,\n        <span class=\"hljs-attr\">learningRate<\/span>: <span class=\"hljs-number\">0.1<\/span>\n    });\n});\n<\/code><\/pre>\n<p>\u0631\u0627 <code>train.csv<\/code> \u0641\u0627\u06cc\u0644 \u0641\u0642\u0637 \u06cc\u06a9 CSV \u0628\u0627 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u0647\u0631 \u062e\u0637 \u0627\u0633\u062a.  \u0627\u0648\u0644\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0631\u0642\u0645 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a \u0648 784 \u0645\u0642\u062f\u0627\u0631 \u0628\u0639\u062f\u06cc \u062f\u0627\u062f\u0647 \u067e\u06cc\u06a9\u0633\u0644 \u0627\u0633\u062a.<\/p>\n<p>\u062a\u0639\u062f\u0627\u062f \u0644\u0627\u06cc\u0647\u200c\u0647\u0627 \u0648 \u06af\u0631\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0645 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 OCR \u06a9\u0645\u06cc \u062f\u0644\u062e\u0648\u0627\u0647 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u063a\u06cc\u0631\u0636\u0631\u0648\u0631\u06cc \u0632\u06cc\u0627\u062f \u0628\u0648\u062f.  \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0645\u0648\u0627\u0631\u062f\u06cc \u0645\u0627\u0646\u0646\u062f softmaxes \u06cc\u0627 pooling \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0627\u0646\u0633 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062a\u0639\u062f\u0627\u062f \u0644\u0627\u06cc\u0647 \u0647\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. node \u0634\u0645\u0631\u062f\u0646.<\/p>\n<p>\u062a\u0645\u0631\u06cc\u0646 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0633\u0627\u0639\u062a \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f \u062a\u0627 \u0646\u062a\u0627\u06cc\u062c \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f.  \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc \u0631\u0641\u062a\u060c \u0645\u0646 \u0647\u0646\u0648\u0632 \u06a9\u0645\u06cc \u0646\u0627\u0627\u0645\u06cc\u062f \u0628\u0648\u062f\u0645 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0633\u0627\u062e\u062a\u0627\u0631 \u0634\u0628\u06a9\u0647 \u062c\u062f\u06cc\u062f \u06cc\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062c\u062f\u06cc\u062f \u0627\u06cc\u0646\u0642\u062f\u0631 \u0635\u0628\u0631 \u06a9\u0646\u0645.  \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0646\u0628\u0627\u06cc\u062f \u0622\u0646\u0642\u062f\u0631 \u0637\u0648\u0644 \u0628\u06a9\u0634\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0628\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u062a\u0645\u0627\u0645 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062a\u0633\u062a \u0634\u0628\u06a9\u0647\u060c \u0641\u0627\u06cc\u0644 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06a9\u0631\u062f\u0645\u060c <code>test.csv<\/code>\u060c \u0648 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u06cc\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f.  \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628\u060c \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc\u06cc \u0647\u0633\u062a\u06cc\u0645 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u0622\u0645\u0648\u0632\u0634 \u0646\u062f\u06cc\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u06cc\u062f\u0647 \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc \u0622\u0648\u0631\u06cc\u0645. \u0631\u0648\u06cc.<\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0631\u0648\u0634 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0634\u0628\u06a9\u0647 (\u0641\u0642\u0637 \u0642\u0633\u0645\u062a \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0645):<\/p>\n<pre><code class=\"hljs\"><span class=\"hljs-comment\">\/\/ Require packages...<\/span>\n\nfs.readFile(__dirname + <span class=\"hljs-string\">'\/test.csv'<\/span>, <span class=\"hljs-function\"><span class=\"hljs-keyword\">function<\/span> (<span class=\"hljs-params\">err, testContent<\/span>) <\/span>{\n    <span class=\"hljs-keyword\">if<\/span> (err) {\n        <span class=\"hljs-built_in\">console<\/span>.log(<span class=\"hljs-string\">'Error:'<\/span>, err);\n    }\n\n    <span class=\"hljs-comment\">\/\/ Load training data...<\/span>\n\n    <span class=\"hljs-comment\">\/\/ Train network...<\/span>\n\n    <span class=\"hljs-comment\">\/\/ Test it out<\/span>\n    <span class=\"hljs-keyword\">var<\/span> testData = getMnistData(testContent);\n\n    <span class=\"hljs-keyword\">var<\/span> numRight = <span class=\"hljs-number\">0<\/span>;\n\n    <span class=\"hljs-built_in\">console<\/span>.log(<span class=\"hljs-string\">'Neural Network tests:'<\/span>);\n    <span class=\"hljs-keyword\">for<\/span> (i = <span class=\"hljs-number\">0<\/span>; i &lt; testData.length; i++) {\n        <span class=\"hljs-keyword\">var<\/span> resultArr = net.run(testData(i).input);\n        <span class=\"hljs-keyword\">var<\/span> result = resultArr.indexOf(<span class=\"hljs-built_in\">Math<\/span>.max.apply(<span class=\"hljs-built_in\">Math<\/span>, resultArr));\n        <span class=\"hljs-keyword\">var<\/span> actual = testData(i).output.indexOf(<span class=\"hljs-built_in\">Math<\/span>.max.apply(<span class=\"hljs-built_in\">Math<\/span>, testData(i).output));\n\n        <span class=\"hljs-keyword\">var<\/span> str = <span class=\"hljs-string\">'('<\/span> + i + <span class=\"hljs-string\">') GOT: '<\/span> + result + <span class=\"hljs-string\">', ACTUAL: '<\/span> + actual;\n        str += result === actual ? <span class=\"hljs-string\">''<\/span> : <span class=\"hljs-string\">' -- WRONG!'<\/span>;\n\n        numRight += result === actual ? <span class=\"hljs-number\">1<\/span> : <span class=\"hljs-number\">0<\/span>;\n\n        <span class=\"hljs-built_in\">console<\/span>.log(str);\n    }\n\n    <span class=\"hljs-built_in\">console<\/span>.log(<span class=\"hljs-string\">'Got'<\/span>, numRight, <span class=\"hljs-string\">'out of 350, or '<\/span> + <span class=\"hljs-built_in\">String<\/span>(<span class=\"hljs-number\">100<\/span>*(numRight\/<span class=\"hljs-number\">350<\/span>)) + <span class=\"hljs-string\">'%'<\/span>);\n});\n<\/code><\/pre>\n<h2 id=\"conclusion\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06a9\u0627\u0633\u062a\u06cc \u0647\u0627\u06cc\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u0645 Brain.js \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0628\u0627\u0634\u062f \u0648 \u0627\u0631\u0632\u0634 \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc JavaScript\/Node \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u062f.  \u0633\u0647\u0648\u0644\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0646 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0647\u0631 \u06a9\u0633\u06cc \u0627\u062c\u0627\u0632\u0647 \u062f\u0647\u062f \u062a\u0627 \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06af\u0631 \u0686\u06cc\u0632\u06cc \u0628\u0627 \u0627\u0646\u0639\u0637\u0627\u0641 \u067e\u0630\u06cc\u0631\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06cc\u0627 \u0639\u062f\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 Brain.js \u0634\u0645\u0627 \u0631\u0627 \u0622\u0632\u0627\u0631 \u0645\u06cc \u062f\u0647\u062f\u060c \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/github.com\/cazala\/synaptic\">\u0633\u06cc\u0646\u0627\u067e\u0633\u06cc<\/a>\u060c \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0634\u0645\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u062d\u0628\u0648\u0628\u06cc\u062a\/\u062a\u0648\u062c\u0647\u06cc \u06a9\u0647 Brain \u062f\u0627\u0631\u062f \u0631\u0627 \u0646\u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc\u200c\u0631\u0633\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0639\u062f\u06cc \u0628\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0631 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627\u0634\u062f.<\/p>\n<p><em>\u062a\u062c\u0631\u0628\u0647 \u0634\u0645\u0627 \u0627\u0632 Brain.js \u0686\u06cc\u0633\u062a\u061f  \u0622\u06cc\u0627 \u0628\u0633\u062a\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u06cc\u06af\u0631\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f\u061f  \u062f\u0631 \u0646\u0638\u0631\u0627\u062a \u0628\u0647 \u0645\u0627 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u06cc\u062f!<\/em><\/p>\n<\/div>\n<p><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1403-01-30 03:28:04<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;16699&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 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062f\u0631 \u062c\u0627\u0648\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0628\u0627 Brain.js \u062f\u0631 \u0686\u0646\u062f \u0633\u0627\u0644 \u0627\u062e\u06cc\u0631\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647\u060c \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc (NN) \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0648\u0634 \u0639\u0645\u0644\u06cc \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0637\u0631\u062d \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062d\u0644 \u0634\u0648\u0646\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u0635\u062f\u0627\u060c \u0648 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc  \u0627\u06cc\u0646 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u0644\u0637\u0641 \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u0627\u062e\u06cc\u0631 \u0627\u0633\u062a \u0631\u0648\u06cc \u0686\u06af\u0648\u0646\u0647 \u0628\u0647\u062a\u0631 \u062a\u0645\u0631\u06cc\u0646 \u06a9\u0646\u06cc\u0645...&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&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: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/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: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 6<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>\u0645\u0639\u0631\u0641\u06cc \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u0686\u0646\u062f \u0633\u0627\u0644 \u0627\u062e\u06cc\u0631\u060c \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc (NN) \u0648\u0627\u0642\u0639\u0627\u064b \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0631\u0627\u0647 \u0639\u0645\u0644\u06cc \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0637\u0631\u062d \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062d\u0644 \u06a9\u0631\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647\u060c \u062a\u0634\u062e\u06cc\u0635 \u0635\u062f\u0627 \u0648 \u062a\u0634\u062e\u06cc\u0635 \u067e\u0632\u0634\u06a9\u06cc. \u0627\u06cc\u0646 \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u0644\u0637\u0641 \u0627\u06a9\u062a\u0634\u0627\u0641\u0627\u062a \u0627\u062e\u06cc\u0631 \u0627\u0633\u062a \u0631\u0648\u06cc \u0631\u0648\u0634 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647\u062a\u0631 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":16700,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1772,620,1686],"tags":[1773,1767,4638,4719,1843,1842,1840,4720,1811,1781,4728,1789,1779,1814,1841,1965,1807,1963,4210,4048,4727,2428,4153,3860,1780,1103,1822,2106,4725,3580,2455,2750,3583,2123,2667,3360,2066,4717,4723,2437,4726,4718,1863,4721,1788,1795,4633,1979,4722,2456,4724,2323,2408,825,4265,1813],"class_list":["post-16699","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-javascript","category-programming","category-ai","tag-node","tag-1767","tag-4638","tag-brain-js","tag-nodejs-hosting","tag-nodejs-vps","tag-1840","tag-4720","tag-1811","tag-1781","tag-4728","tag-1789","tag-1779","tag-1814","tag-1841","tag-1965","tag-1807","tag-1963","tag-4210","tag-4048","tag-4727","tag-2428","tag-4153","tag-3860","tag-1780","tag-1103","tag-1822","tag-2106","tag-4725","tag-3580","tag-2455","tag-2750","tag-3583","tag-2123","tag-2667","tag-3360","tag-2066","tag-4717","tag-4723","tag-2437","tag-4726","tag-4718","tag-1863","tag-4721","tag-1788","tag-1795","tag-4633","tag-1979","tag-4722","tag-2456","tag-4724","tag--node","tag-2408","tag-825","tag-4265","tag-1813"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/16699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=16699"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/16699\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/16700"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=16699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=16699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=16699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}