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\u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u0631\u0627\u0639\u0647:<\/strong> \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0639\u0644\u0649 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0643\u0644\u0627\u0645 \u0648\u0627\u0644\u062a\u0633\u0644\u0633\u0644\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0645:<\/strong> \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0643\u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062c\u062f\u064a\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/h2>\n<p>\u064a\u0634\u0645\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0646\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0643\u0644 \u0645\u0646\u0647\u0627 \u0645\u0635\u0645\u0645 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629. \u062a\u0634\u0645\u0644 \u0628\u0639\u0636 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u064a\u0643\u062a\u0628<\/th>\n<th>\u0648\u0635\u0641<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNN)<\/strong><\/td>\n<td>\u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 (RNN)<\/strong><\/td>\n<td>\u0645\u0646\u0627\u0633\u0628 \u062a\u0645\u0627\u0645\u064b\u0627 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0633\u0644\u0633\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0644\u063a\u0629.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0645\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 (GAN)<\/strong><\/td>\n<td>\u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u0644\u0635\u0648\u0631.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a<\/strong><\/td>\n<td>\u0645\u0645\u062a\u0627\u0632 \u0644\u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/h2>\n<p>\u064a\u062c\u062f \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a\u060c \u0645\u062b\u0644 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u062a\u0645\u0648\u064a\u0644 \u0648\u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u062a\u0631\u0641\u064a\u0647. \u0648\u0642\u062f \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u0645\u0632\u064a\u062f. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0623\u062a\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0623\u064a\u0636\u064b\u0627 \u0645\u0635\u062d\u0648\u0628\u064b\u0627 \u0628\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0635\u0646\u0641\u0629\u060c \u0648\u0627\u0644\u062a\u0631\u0643\u064a\u0628 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u060c \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0627\u0644\u0646\u0638\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a<\/h2>\n<p>\u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0639\u062f\u064b\u0627. \u064a\u0648\u0627\u0635\u0644 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0628\u0646\u064a\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629. \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632\u060c \u0648\u0647\u0648 \u0641\u0631\u0639 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u064a\u0628\u0634\u0631 \u0628\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0639\u0627\u0645 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u062a\u0639\u0645\u0644 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0645\u062b\u0644 \u0634\u0631\u0627\u0626\u062d \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629\u060c \u0639\u0644\u0649 \u062a\u0633\u0631\u064a\u0639 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/p>\n<h2>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0631\u062a\u0628\u0637 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0631\u062a\u0628\u0627\u0637\u064b\u0627 \u0648\u062b\u064a\u0642\u064b\u0627 \u0628\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0628\u0639\u062f\u0629 \u0637\u0631\u0642. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0644\u062a\u0639\u0632\u064a\u0632 \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062f\u0648\u064a\u0631 \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0645\u0646 \u062e\u0644\u0627\u0644 \u062e\u0648\u0627\u062f\u0645 \u0628\u0631\u0648\u0643\u0633\u064a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629 \u062f\u0648\u0646 \u0645\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u062a\u064a \u064a\u0641\u0631\u0636\u0647\u0627 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u062f\u0644 \u0623\u0648 \u062d\u0638\u0631 IP. \u0648\u0647\u0630\u0627 \u064a\u0636\u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b \u0648\u062a\u0646\u0648\u0639\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u0642\u0648\u0629 \u0648\u062f\u0642\u0629.<\/p>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><a href=\"http:\/\/www.deeplearningbook.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0642\u0644\u0645 \u0625\u064a\u0627\u0646 \u062c\u0648\u062f\u0641\u064a\u0644\u0648\u060c \u0648\u064a\u0648\u0634\u0648\u0627 \u0628\u064a\u0646\u062c\u064a\u0648\u060c \u0648\u0622\u0631\u0648\u0646 \u0643\u0648\u0631\u0641\u064a\u0644<\/a><\/li>\n<li><a href=\"https:\/\/neurips.cc\/\" target=\"_new\" rel=\"noopener nofollow\">\u0623\u0646\u0638\u0645\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (NeurIPS)<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/corr\/home\" target=\"_new\" rel=\"noopener nofollow\">\u0623\u0631\u062e\u0627\u064a\u0641: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a><\/li>\n<\/ul>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0645\u062b\u0627\u0628\u0629 \u062a\u0642\u0646\u064a\u0629 \u0631\u0627\u0626\u062f\u0629 \u0630\u0627\u062a \u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a. \u0648\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u0631 \u0648\u0627\u0644\u062a\u0634\u0627\u0628\u0643 \u0645\u0639 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u0624\u0643\u062f \u0623\u0646 \u062a\u0623\u062b\u064a\u0631\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0633\u064a\u062a\u0648\u0633\u0639\u060c \u0645\u0645\u0627 \u0633\u064a\u062d\u062f\u062b \u062b\u0648\u0631\u0629 \u0641\u064a \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u0646\u062a\u0641\u0627\u0639\u0644 \u0628\u0647\u0627 \u0645\u0639 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0639\u0627\u0644\u0645 \u0645\u0646 \u062d\u0648\u0644\u0646\u0627.<\/p>","protected":false},"featured_media":468189,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476774","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Deep Learning: Unleashing the Power of Artificial Intelligence<\/mark>","faq_items":[{"question":"What is deep learning, and how does it differ from traditional machine learning?","answer":"<p>Deep learning is a subset of machine learning and artificial intelligence (AI) that involves building and training neural networks with multiple layers. Unlike traditional machine learning, which relies on handcrafted features, deep learning models automatically learn relevant features from the data, making it more versatile and capable of handling complex tasks.<\/p>"},{"question":"How does deep learning work internally?","answer":"<p>Deep learning models consist of interconnected layers, including an input layer, one or more hidden layers, and an output layer. Each layer comprises nodes that perform mathematical operations on the input data and pass the results to the next layer. The hierarchical structure allows the model to learn progressively refined features, leading to better predictions.<\/p>"},{"question":"What are the key features of deep learning?","answer":"<p>The key features of deep learning include automatic feature learning, scalability to handle large datasets, versatility in handling various types of data, and the ability to leverage transfer learning for faster model development.<\/p>"},{"question":"What types of deep learning architectures are there?","answer":"<p>Deep learning encompasses various types, including Convolutional Neural Networks (CNN) for image and video analysis, Recurrent Neural Networks (RNN) for sequential data like language, Generative Adversarial Networks (GAN) for generating realistic data, and Transformer Networks for natural language processing tasks.<\/p>"},{"question":"What are the main applications of deep learning?","answer":"<p>Deep learning finds applications in diverse fields, including healthcare (medical diagnosis), finance (fraud detection), autonomous vehicles, language translation, and entertainment (generating realistic images).<\/p>"},{"question":"What challenges does deep learning face?","answer":"<p>Deep learning requires substantial labeled data, and complex model architectures, which can be computationally intensive. Overfitting is also a challenge that researchers need to address while training deep learning models.<\/p>"},{"question":"What does the future hold for deep learning?","answer":"<p>The future of deep learning looks promising, with ongoing research into advanced architectures, training techniques, and hardware innovations. Reinforcement learning and specialized AI chips are among the technologies that may drive further progress.<\/p>"},{"question":"How is deep learning associated with proxy servers?","answer":"<p>Proxy servers can aid deep learning by enabling data gathering from multiple sources without limitations due to rate limiting or IP blocking. Researchers can use proxy servers to rotate IP addresses, ensuring a more extensive and diverse dataset for training more robust models.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/476774","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/476774\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/468189"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=476774"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}