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\u0644\u0644\u0630\u0627\u0643\u0631\u0629<\/strong><\/p>\n\n\n\n<p>\u062a\u062d\u0644\u064a\u0644 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a: \u064a\u0639\u062f \u062a\u062d\u0642\u064a\u0642 \u062a\u0648\u0627\u0632\u0646 \u0637\u0627\u0642\u0629 \u062a\u0641\u0627\u0639\u0644\u064a \u0636\u0631\u0648\u0631\u064a\u0627\u064b \u0644\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u062c\u0647\u062f \u0648\u0627\u0644\u062c\u0647\u062f \u0639\u0627\u0644\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u0648\u0645\u0639 \u0630\u0644\u0643 \u064a\u062a\u0623\u062b\u0631 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0628\u062e\u0635\u0627\u0626\u0635 \u062c\u0627\u0646\u0628 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0648\u0627\u0644\u062a\u0639\u0648\u064a\u0636 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0644\u0644\u0645\u062d\u0637\u0629 \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0648\u062a\u062f\u0641\u0642 \u0627\u0644\u062e\u0637\u060c \u0628\u062d\u064a\u062b \u064a\u062c\u0639\u0644 \u0627\u0644\u0627\u0646\u062a\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0623\u0635\u0644 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u0627\u0633\u062a\u062e\u0631\u0627\u062c\u0647\u0627 \u0648\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u062a\u062e\u062a\u0644\u0641 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u062c\u0647\u062f \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0641\u064a \u0645\u0646\u0627\u0637\u0642 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/p>\n\n\n\n<p>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u0629 \u062a\u0646\u0648\u0639 \u0645\u0639\u062f\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0648\u0627\u0644\u062e\u0637\u064a\u0629 \u0627\u0644\u0642\u0648\u064a\u0629 \u0644\u0644\u062c\u0647\u062f \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u060c \u0643\u0645\u0627 \u064a\u062a\u0645 \u0623\u062e\u0630 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0627\u0644\u0641\u0639\u0644\u064a \u0645\u0646 \u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a\u0629 \u0641\u064a \u201c\u0645\u0642\u0627\u0637\u0639\u0629 \u0647\u0627\u064a\u0646\u0627\u0646\u201d \u0643\u0645\u062b\u0627\u0644 \u0644\u062a\u062d\u0644\u064a\u0644 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u0628\u062d\u064a\u062b \u064a\u0648\u0636\u062d \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a (1) \u0645\u0646\u062d\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u0642\u062f\u0631\u0629 \u0644\u0639\u0634\u0631 \u062d\u0627\u0641\u0644\u0627\u062a \u0641\u064a \u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u062e\u0644\u0627\u0644 \u064a\u0648\u0645 \u0648\u0627\u062d\u062f\u060c \u0648\u0627\u0644\u062c\u062f\u064a\u0631 \u0628\u0627\u0644\u0630\u0643\u0631 \u0623\u0646 \u0639\u0627\u0645\u0644 \u0627\u0644\u062d\u0645\u0648\u0644\u0629 \u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0644\u064a\u0633 \u062b\u0627\u0628\u062a\u0627\u064b\u060c \u0648\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u0639\u0631\u0636 \u0627\u0644\u062a\u0642\u0644\u0628\u0627\u062a \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u064a\u0648\u0645\u060c \u0643\u0645\u0627 \u0648\u062a\u062e\u062a\u0644\u0641 \u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u0642\u0644\u0628\u0627\u062a \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u062d\u0627\u0641\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-275-700x528.png\" alt=\"\" class=\"wp-image-14877\" width=\"424\" height=\"320\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-275-700x528.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-275-900x678.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-275-768x579.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-275.png 1003w\" sizes=\"(max-width: 424px) 100vw, 424px\" \/><\/figure>\n\n\n\n<p>\u0643\u0645\u0627 \u064a\u0648\u0636\u062d \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a (2-a) \u0648\u0627\u0644\u0634\u0643\u0644 (2-b) \u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0646\u0634\u0637\u0629 \u0648\u0627\u0644\u0645\u062a\u0641\u0627\u0639\u0644\u0629 \u0639\u0644\u0649 \u062e\u0637\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629\u060c \u0648\u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a \u0647\u0648 \u0648\u0642\u062a \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0648\u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a \u0647\u064a \u062d\u0645\u0644 \u0627\u0644\u0646\u0627\u0642\u0644.<\/p>\n\n\n\n<p>\u0643\u0645\u0627 \u064a\u0648\u0636\u062d \u0627\u0644\u0634\u0643\u0644 (2-a) \u0648\u0627\u0644\u0634\u0643\u0644 (2-b) \u0623\u0646 \u0627\u0644\u0631\u0642\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0623\u0635\u063a\u0631 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0646\u0634\u0637\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u061b \u0641\u0625\u0646 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0648\u0627\u0644\u0646\u0634\u0637\u0629 \u0644\u064a\u0633\u062a \u0645\u062a\u0632\u0627\u0645\u0646\u0629 \u0648\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u0642\u062f\u0631\u0629 \u0644\u064a\u0633 \u062b\u0627\u0628\u062a\u0627\u064b.<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-276-700x440.png\" alt=\"\" class=\"wp-image-14878\" width=\"449\" height=\"282\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-276-700x440.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-276-900x566.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-276-768x483.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-276.png 1021w\" sizes=\"(max-width: 449px) 100vw, 449px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-277-700x441.png\" alt=\"\" class=\"wp-image-14879\" width=\"451\" height=\"284\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-277-700x441.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-277-900x567.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-277-768x484.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-277.png 1029w\" sizes=\"(max-width: 451px) 100vw, 451px\" \/><\/figure>\n\n\n\n<p>\u0643\u0630\u0644\u0643 \u064a\u0645\u0643\u0646 \u062a\u0648\u062d\u064a\u062f \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0646\u0648\u0627\u0642\u0644 \u0644\u0644\u062e\u0637\u064a\u0646 \u0623\u0639\u0644\u0627\u0647\u060c \u0623\u064a \u0627\u0644\u0642\u064a\u0645\u0629 \u0644\u0643\u0644 \u0648\u062d\u062f\u0629 \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a \u0627\u0644\u0646\u0634\u0637 = \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u0646\u0634\u0637 \u0623\u0648 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0642\u0635\u0648\u0649 \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u0646\u0634\u0637 \u0648\u0643\u0630\u0644\u0643 \u0642\u064a\u0645\u0629 \u0643\u0644 \u0648\u062d\u062f\u0629 \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a = \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0623\u0648 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u0642\u064a\u0645\u0629 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u060c \u0628\u062d\u064a\u062b \u064a\u0638\u0647\u0631 \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a (3-a) \u0648\u0627\u0644\u0634\u0643\u0644 (3-b) \u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0644\u0642\u064a\u0645\u0629 \u0643\u0644 \u0648\u062d\u062f\u0629 \u0644\u0644\u062d\u0645\u0644 \u0627\u0644\u064a\u0648\u0645\u064a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-278-700x462.png\" alt=\"\" class=\"wp-image-14880\" width=\"510\" height=\"337\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-278-700x462.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-278-900x594.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-278-768x507.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-278-310x205.png 310w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-278.png 1000w\" sizes=\"(max-width: 510px) 100vw, 510px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-279-700x449.png\" alt=\"\" class=\"wp-image-14881\" width=\"519\" height=\"333\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-279-700x449.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-279-900x577.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-279-768x492.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-279.png 1025w\" sizes=\"(max-width: 519px) 100vw, 519px\" \/><\/figure>\n\n\n\n<p>\u0623\u064a\u0636\u0627\u064b \u064a\u0648\u0636\u062d \u0627\u0644\u0634\u0643\u0644 (3-a) \u0648\u0627\u0644\u0634\u0643\u0644 (3-b) \u0623\u0646 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u064a\u0639\u0631\u0636 \u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u063a\u064a\u0631 \u062e\u0637\u064a\u0629 \u0648\u0645\u0639\u0642\u062f\u0629 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u0630\u0644\u0643 \u0644\u0627 \u064a\u062a\u0632\u0627\u0645\u0646 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0645\u0639 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0646\u0634\u0637\u060c \u0648\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u061b \u0641\u0625\u0646 \u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0644\u0627\u062e\u0637\u064a\u0629 \u0642\u0648\u064a\u0629 \u0648\u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0646\u0634\u0637 \u0639\u0631\u0636\u0629 \u0644\u0644\u0636\u0648\u0636\u0627\u0621\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u061b \u0641\u0625\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639\u0627\u0645\u0644 \u0642\u062f\u0631\u0629 \u062b\u0627\u0628\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0642\u062f\u0631\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0639\u0643\u0633 \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0641\u0639\u0644\u064a \u0641\u064a \u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0623\u0648 \u064a\u0644\u0628\u064a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u0643\u0631\u0631 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0641\u064a \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<p>\u0647\u064a\u0643\u0644 \u0634\u0628\u0643\u0629 (LSTM) \u0648\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u062a\u062f\u0631\u064a\u0628: \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 (RNNs)\u060c \u0648\u0630\u0644\u0643 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0633\u0644\u0633\u0644 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0647\u0627\u060c \u0628\u062d\u064a\u062b \u062a\u0645\u0643\u0651\u0646 \u062e\u0635\u0627\u0626\u0635 (RNNs) \u0625\u062e\u0631\u0627\u062c \u062e\u0644\u064a\u0629 \u0639\u0635\u0628\u064a\u0629 \u0641\u064a \u0648\u0642\u062a \u0645\u0639\u064a\u0646 \u0645\u0646 \u0625\u0639\u0627\u062f\u0629 \u0625\u062f\u062e\u0627\u0644\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u062e\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0643\u0645\u062f\u062e\u0644. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0627\u0641\u0638 \u0628\u0646\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0647\u0630\u0647 \u0639\u0644\u0649 \u062a\u0628\u0639\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0643\u0645\u0627 \u064a\u0638\u0647\u0631 \u0647\u064a\u0643\u0644 (RNN) \u0641\u064a \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a (4).<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-280-700x349.png\" alt=\"\" class=\"wp-image-14882\" width=\"470\" height=\"234\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-280-700x349.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-280-900x449.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-280-768x383.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-280-660x330.png 660w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-280.png 1012w\" sizes=\"(max-width: 470px) 100vw, 470px\" \/><\/figure>\n\n\n\n<p>\u0643\u0645\u0627 \u062a\u0639\u062a\u0628\u0631 (RNN) \u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0644\u062d\u0638\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0643\u0645\u062f\u062e\u0644 \u0644\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0645\u062e\u0641\u064a\u0629 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0644\u062d\u0638\u0629\u060c \u0648\u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0648\u0644\u0627 \u062a\u0646\u0633\u0649\u060c \u0648\u0645\u0639 \u0630\u0644\u0643 \u0639\u0646\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 (Back Propagation Trough Time) \u0644\u062d\u0644 (RNN)\u061b \u062a\u062d\u062f\u062b \u0645\u0634\u0643\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0644\u0627\u0634\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0641\u062c\u0631\u0629 \u0628\u0633\u0647\u0648\u0644\u0629\u060c \u0643\u0645\u0627 \u062a\u062a\u062d\u0643\u0645 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (LSTM) \u0641\u064a \u062a\u062f\u0641\u0642 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0646 \u0637\u0631\u064a\u0642 \u0625\u062f\u062e\u0627\u0644 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u0648\u0627\u0628\u0629 \u0648\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0630\u0627\u0643\u0631\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-281-509x700.png\" alt=\"\" class=\"wp-image-14883\" width=\"339\" height=\"466\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-281-509x700.png 509w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-281.png 521w\" sizes=\"(max-width: 339px) 100vw, 339px\" \/><\/figure>\n\n\n\n<p>\u0648\u0628\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 (RNN) \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629\u060c \u062a\u0642\u062f\u0645 \u0648\u062d\u062f\u0629 (LSTM) \u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0628\u0648\u0627\u0628\u0629\u060c \u0648\u0630\u0644\u0643 \u0643\u0645\u0627 \u0647\u0648 \u0645\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a (6)\u060c \u0648\u0647\u064a \u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u0625\u062f\u062e\u0627\u0644\u060c \u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 (LSTM) \u0647\u0630\u0647 \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a \u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062b\u0647\u0627\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0633\u064a\u0646\u064a \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0636\u0631\u0628 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0628\u062a\u060c \u0643\u0645\u0627 \u062a\u0642\u0648\u0645 \u0627\u0644\u062f\u0627\u0644\u0629 \u0627\u0644\u0633\u064a\u0646\u064a\u0629 \u0628\u062a\u0639\u064a\u064a\u0646 \u0642\u064a\u0645\u0629 \u0641\u0639\u0644\u064a\u0629 \u0644\u0644\u0641\u0627\u0635\u0644 \u0627\u0644\u0632\u0645\u0646\u064a (0 ~ 1)\u060c \u0648\u0627\u0644\u0630\u064a \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u0648\u0635\u0641 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062a\u0645\u0631\u064a\u0631\u0647\u0627.<\/p>\n\n\n\n<p>\u0648\u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0642\u064a\u0645\u0629 \u062e\u0631\u062c \u0627\u0644\u0628\u0648\u0627\u0628\u0629 (0)\u061b \u0641\u0625\u0646\u0647 \u0644\u0627 \u064a\u062a\u0645 \u062a\u0645\u0631\u064a\u0631 \u0623\u064a \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u0644\u0643\u0646 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 (1)\u061b \u0641\u0625\u0646\u0647 \u064a\u0645\u0643\u0646 \u062a\u0645\u0631\u064a\u0631 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u0628\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u061b \u0641\u0625\u0646\u0647 \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0623\u0646 \u062a\u062a\u0639\u0644\u0645 \u0628\u0633\u0647\u0648\u0644\u0629 \u0623\u0643\u0628\u0631 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0637\u0648\u064a\u0644 \u0627\u0644\u0645\u062f\u0649 \u0628\u064a\u0646 \u062a\u0633\u0644\u0633\u0644\u064a\u0646 \u0648\u062d\u0644 \u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0644\u0627\u0634\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062f\u062b \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a (RNN) \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-282-700x405.png\" alt=\"\" class=\"wp-image-14884\" width=\"430\" height=\"249\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-282-700x405.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-282-900x521.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-282-768x445.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-282.png 1028w\" sizes=\"(max-width: 430px) 100vw, 430px\" \/><\/figure>\n\n\n\n<p>\u0643\u0645\u0627 \u064a\u062a\u0645 \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0639\u0646 \u0639\u0645\u0644\u064a\u0629 \u0639\u0645\u0644 \u0648\u062d\u062f\u0629 (LSTM) \u0639\u0644\u0649 \u0627\u0644\u0646\u062d\u0648 \u0627\u0644\u062a\u0627\u0644\u064a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u062d\u062f\u062f \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0633\u064a\u0646\u064a\u0629 \u0644\u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u0646\u0633\u064a\u0627\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0646\u0633\u064a\u0627\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u062e\u0644\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-283-700x243.png\" alt=\"\" class=\"wp-image-14885\" width=\"272\" height=\"94\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-283-700x243.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-283-900x313.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-283-768x267.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-283.png 943w\" sizes=\"(max-width: 272px) 100vw, 272px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0641\u064a \u0627\u0644\u062e\u0644\u0627\u064a\u0627 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0648\u0642\u0645 \u0628\u062a\u062d\u062f\u064a\u062b \u062d\u0627\u0644\u0629 \u0648\u062d\u062f\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u0643\u0645\u0627 \u062a\u062d\u062f\u062f \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0633\u064a\u0646\u064a\u0629 \u0644\u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u0633\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b\u0647\u0627\u060c \u0648\u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0631\u0634\u062d (C\u02dct) \u0639\u0628\u0631 \u0637\u0628\u0642\u0629 (tanh) \u0648\u064a\u062a\u0645 \u062f\u0645\u062c \u0643\u0644\u0627\u0647\u0645\u0627 \u0648\u062a\u062d\u062f\u064a\u062b\u0647\u0645\u0627 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0629 (Ct) \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0644\u062e\u0644\u0627\u064a\u0627 \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-284-700x326.png\" alt=\"\" class=\"wp-image-14886\" width=\"300\" height=\"140\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-284-700x326.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-284-900x419.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-284-768x358.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-284.png 917w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u062d\u062f\u064a\u062f \u0646\u0627\u062a\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0646\u0627\u062a\u062c \u062d\u0627\u0644\u0629 \u0627\u0644\u0648\u062d\u062f\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0633\u064a\u0646\u064a\u0629\u060c \u0643\u0645\u0627 \u0648\u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u062d\u0627\u0644\u0629 \u0627\u0644\u0648\u062d\u062f\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0637\u0628\u0642\u0629 (tanh) \u0648\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0646\u0627\u062a\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a (ht).<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-285-700x311.png\" alt=\"\" class=\"wp-image-14887\" width=\"302\" height=\"134\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-285-700x311.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-285-900x400.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-285-768x341.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/11\/image-285.png 909w\" sizes=\"(max-width: 302px) 100vw, 302px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u0623\u0647\u0645\u064a\u0629 \u062a\u0648\u0642\u0639 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0645\u062f\u0649 \u0645\u0639 \u062a\u0637\u0648\u064a\u0631 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0639\u0644\u0649 \u062c\u0627\u0646\u0628 \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u061b \u0632\u0627\u062f \u0627\u0644\u062a\u0646\u0648\u0639 \u0648\u0639\u062f\u0645 \u0627\u0644\u064a\u0642\u064a\u0646 \u0641\u064a \u0645\u0635\u062f\u0631 \u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u062c\u0627\u0646\u0628 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u060c \u0643\u0645\u0627 \u0648\u0623\u0635\u0628\u062d\u062a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u0627\u064b\u060c \u0628\u062d\u064a\u062b \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0634\u0628\u0643\u0629 \u0627\u0644\u0637\u0627\u0642\u0629 \u0644\u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0645\u0639\u062f\u0627\u062a \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 &hellip;<\/p>\n","protected":false},"author":1,"featured_media":14888,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[47],"tags":[],"class_list":["post-14876","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-47"],"_links":{"self":[{"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/posts\/14876"}],"collection":[{"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14876"}],"version-history":[{"count":1,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/posts\/14876\/revisions"}],"predecessor-version":[{"id":14889,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/posts\/14876\/revisions\/14889"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=\/wp\/v2\/media\/14888"}],"wp:attachment":[{"href":"https:\/\/Muhandes.Net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14876"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14876"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/Muhandes.Net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14876"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}