{"id":477761,"date":"2023-08-09T09:19:52","date_gmt":"2023-08-09T09:19:52","guid":{"rendered":""},"modified":"2023-09-05T11:15:22","modified_gmt":"2023-09-05T11:15:22","slug":"keras","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/keras\/","title":{"rendered":"\u0643\u064a\u0631\u0627\u0633"},"content":{"rendered":"<p>Keras \u0647\u0648 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0643\u062a\u0648\u0628 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646. \u0648\u0647\u064a \u0645\u0639\u0631\u0648\u0641\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0628\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 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\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u060c \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0628\u0646\u064a\u0627\u062a \u0627\u0644\u062e\u0637\u064a\u0629 \u0627\u0644\u0634\u0628\u064a\u0647\u0629 \u0628\u0627\u0644\u0645\u0643\u062f\u0633\u060c \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a.<\/p>\n<\/li>\n<\/ol>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644Keras<\/h2>\n<p>\u062a\u0628\u0631\u0632 Keras \u0628\u064a\u0646 \u0623\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0633\u0628\u0628 \u0645\u064a\u0632\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u0645\u064a\u0632\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u0642\u062f\u0645 Keras \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0628\u062f\u064a\u0647\u064a\u0629 \u0648\u0628\u0633\u064a\u0637\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u0645\u0637\u064a\u0629:<\/strong> \u064a\u0633\u0645\u062d \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0625\u0637\u0627\u0631 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0628\u0646\u0627\u0621 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0645\u0631\u0648\u0646\u0629:<\/strong> \u0628\u0641\u0636\u0644 \u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 TensorFlow\u060c \u064a\u062a\u0643\u064a\u0641 Keras \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u0637\u0648\u064a\u0631 \u0637\u0628\u0642\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0648\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0648\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u062a\u0648\u0633\u064a\u0639 \u0648\u0638\u0627\u0626\u0641 Keras.<\/p>\n<\/li>\n<li>\n<p><strong>\u062f\u0639\u0645 \u0627\u0644\u0645\u062c\u062a\u0645\u0639:<\/strong> \u064a\u062a\u0645\u062a\u0639 Keras \u0628\u0645\u062c\u062a\u0645\u0639 \u062d\u064a\u0648\u064a \u0648\u0646\u0634\u0637\u060c \u0648\u064a\u0642\u062f\u0645 \u0648\u062b\u0627\u0626\u0642 \u0634\u0627\u0645\u0644\u0629 \u0648\u0628\u0631\u0627\u0645\u062c \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0648\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0643\u064a\u0631\u0627\u0633<\/h2>\n<p>\u064a\u0623\u062a\u064a Keras \u0628\u0623\u0634\u0643\u0627\u0644 \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0643\u064a\u0631\u0627\u0633 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629:<\/strong> \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0623\u0635\u0644\u064a \u0627\u0644\u0645\u0633\u062a\u0642\u0644 \u0645\u0646 Keras \u0642\u0628\u0644 \u062a\u0643\u0627\u0645\u0644\u0647 \u0645\u0639 TensorFlow. \u0644\u0627 \u064a\u0632\u0627\u0644 \u0645\u062a\u0627\u062d\u064b\u0627 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0644\u0643\u0646 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u064a\u0641\u0636\u0644\u0648\u0646 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0645\u062f\u0645\u062c \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0640 TensorFlow.<\/p>\n<\/li>\n<li>\n<p><strong>Keras API \u0641\u064a TensorFlow:<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0645\u0646 Keras\u060c \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0641\u064a \u0645\u0643\u062a\u0628\u0629 TensorFlow. \u0648\u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647 \u0639\u0646 \u0637\u0631\u064a\u0642 <code data-no-translation=\"\">tf.keras<\/code> \u0648\u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a TensorFlow.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0637\u0631\u0642 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u064a\u0631\u0627\u0633 \u0648\u0645\u0634\u0627\u0643\u0644\u0647\u0627 \u0648\u062d\u0644\u0648\u0644\u0647\u0627 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Keras \u0628\u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0648\u062d\u062c\u0645 \u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646:<\/strong> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646\u060c \u062a\u0642\u062f\u0645 Keras \u0637\u0631\u064a\u0642\u0629 \u0645\u0628\u0627\u0634\u0631\u0629 \u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u063a\u0630\u064a\u0629 \u0623\u0648 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629\u060c \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0635\u063a\u064a\u0631\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629:<\/strong> \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0648\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a Keras \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0648\u0627\u0644\u062a\u062c\u0631\u064a\u0628 \u0646\u0638\u0631\u064b\u0627 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u0644\u0646\u0645\u0627\u0630\u062c.<\/p>\n<\/li>\n<li>\n<p><strong>\u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0645:<\/strong> \u062a\u0633\u0647\u0644 Keras \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0645\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u0643\u064a\u064a\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0625\u0646\u062a\u0627\u062c:<\/strong> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u064a\u062a\u064a\u062d Keras \u0627\u0644\u0645\u062f\u0645\u062c \u0645\u0639 TensorFlow \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0648\u0632\u0639 \u0627\u0644\u0641\u0639\u0627\u0644 \u0648\u0627\u0644\u062e\u062f\u0645\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 TensorFlow Serving \u0623\u0648 TensorFlow Lite.<\/p>\n<\/li>\n<\/ol>\n<p>\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Keras \u0645\u0634\u0643\u0644\u0627\u062a \u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0648\u0627\u062c\u0647\u0627\u062a \u062e\u0644\u0641\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0623\u0648 \u062a\u062d\u062f\u064a\u0627\u062a \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u0623\u062c\u0647\u0632\u0629 \u0645\u0639\u064a\u0646\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0648\u0641\u0631 \u0645\u062c\u062a\u0645\u0639 Keras \u0627\u0644\u0646\u0634\u0637 \u0648\u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u062d\u0644\u0648\u0644\u0627\u064b \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u064a\u0648\u0627\u062c\u0647\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0648\u0646.<\/p>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629<\/h2>\n<p>\u0644\u0641\u0647\u0645 \u0623\u0647\u0645\u064a\u0629 Keras \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u060c \u062f\u0639\u0648\u0646\u0627 \u0646\u0642\u0627\u0631\u0646\u0647\u0627 \u0628\u0623\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u0645\u0645\u0627\u062b\u0644\u0629:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0646\u0637\u0627\u0642<\/th>\n<th>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0643\u064a\u0631\u0627\u0633<\/td>\n<td>\u062a\u0635\u0645\u064a\u0645 \u0645\u0639\u064a\u0627\u0631\u064a \u0633\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u062a\u0643\u0627\u0645\u0644 TensorFlow \u0648\u0645\u0631\u0648\u0646\u0629 \u0648\u062f\u0639\u0645 \u0645\u062c\u062a\u0645\u0639\u064a \u0642\u0648\u064a.<\/td>\n<\/tr>\n<tr>\n<td>TensorFlow<\/td>\n<td>\u0646\u0638\u0627\u0645 \u0628\u064a\u0626\u064a \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u062c\u0627\u0647\u0632 \u0644\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0646\u0638\u0627\u0645 \u0623\u0648\u0633\u0639 \u0645\u0632\u0648\u062f \u0628\u0623\u062f\u0648\u0627\u062a \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643.<\/td>\n<\/tr>\n<tr>\n<td>\u0628\u0627\u064a \u062a\u0648\u0631\u0634<\/td>\n<td>\u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0642\u0648\u064a \u0641\u064a \u0627\u0644\u0628\u062d\u062b\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0623\u0633\u0647\u0644\u060c \u0648\u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646\u064a\u0629.<\/td>\n<\/tr>\n<tr>\n<td>\u0643\u0627\u0641\u064a\u0647<\/td>\n<td>\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0645\u0647\u0627\u0645 \u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0623\u0633\u0631\u0639\u060c \u0648\u0644\u0643\u0646 \u0645\u0631\u0648\u0646\u0629 \u0623\u0642\u0644 \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u062a\u062a\u0641\u0648\u0642 Keras \u0641\u064a \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0645\u0641\u0636\u0644 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u0643\u0632\u0648\u0646 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629.<\/p>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0640 Keras<\/h2>\n<p>\u064a\u0631\u062a\u0628\u0637 \u0645\u0633\u062a\u0642\u0628\u0644 Keras \u0627\u0631\u062a\u0628\u0627\u0637\u064b\u0627 \u0648\u062b\u064a\u0642\u064b\u0627 \u0628\u062a\u0637\u0648\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u062a\u0642\u0648\u0645 \u0634\u0631\u0643\u0629 Keras \u0628\u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0628\u0646\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0644\u062a\u0628\u0642\u0649 \u0630\u0627\u062a \u0635\u0644\u0629. \u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0644\u0640 Keras \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong> \u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u062a\u0633\u062a\u0641\u064a\u062f Keras \u0645\u0646 \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u062a\u062f\u0631\u064a\u0628\u064b\u0627 \u0648\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u064b\u0627 \u0623\u0633\u0631\u0639 \u0639\u0644\u0649 \u0645\u062e\u062a\u0644\u0641 \u0628\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a:<\/strong> \u0625\u0646 \u062f\u0645\u062c \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0622\u0644\u064a (AutoML) \u0641\u064a Keras \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u0627\u0644\u0628\u062d\u062b \u062a\u0644\u0642\u0627\u0626\u064a\u064b\u0627 \u0639\u0646 \u0628\u0646\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062b\u0627\u0644\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062f\u0639\u0645 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u062c\u062f\u064a\u062f\u0629:<\/strong> \u0648\u0645\u0639 \u0638\u0647\u0648\u0631 \u0628\u0646\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u062a\u062f\u0639\u0645 \u0634\u0631\u0643\u0629 Keras \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0628\u062d\u062b\u064a \u0627\u0644\u0645\u0633\u062a\u0645\u0631:<\/strong> \u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u062a\u062d\u0627\u0641\u0638 Keras \u0639\u0644\u0649 \u062a\u0639\u0627\u0648\u0646\u0647\u0627 \u0627\u0644\u0648\u062b\u064a\u0642 \u0645\u0639 \u0645\u062c\u062a\u0645\u0639 TensorFlow\u060c \u062d\u064a\u062b \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0648\u062a\u0633\u0627\u0647\u0645 \u0641\u064a\u0647\u0627.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0643\u064a\u0641 \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 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 \u0628\u0640 Keras<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0644\u0639\u0628 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062f\u0648\u0631\u064b\u0627 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Keras\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0641\u064a\u0647\u0627 \u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0633\u0628\u0628 \u0627\u0644\u0642\u064a\u0648\u062f \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0623\u0648 \u0642\u064a\u0648\u062f \u0627\u0644\u0634\u0628\u0643\u0629. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0628\u0639\u0636 \u0627\u0644\u0637\u0631\u0642 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644\u0647\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u0639 Keras:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0644\u062f\u062e\u0648\u0644 \u0627\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0642\u062f \u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0639\u0628\u0631 \u0645\u0648\u0627\u0642\u0639 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u0645\u0643\u064a\u0646 \u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0648\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0645\u0644:<\/strong> \u0641\u064a \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0630\u0627\u062a \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0639\u0627\u0644\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0646\u0634\u0631 \u062e\u0627\u062f\u0645 \u0648\u0643\u064a\u0644 \u0641\u064a \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0645\u062a\u0639\u062f\u062f\u0629 \u062a\u0639\u0645\u0644 \u0628\u0646\u0638\u0627\u0645 Keras\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0639\u0627\u0644 \u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0643\u0648\u0633\u064a\u0637 \u0628\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a Keras\u060c \u0645\u0645\u0627 \u064a\u0636\u064a\u0641 \u0637\u0628\u0642\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0645\u0646 \u0627\u0644\u0623\u0645\u0627\u0646 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0625\u062e\u0641\u0627\u0621 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u0641\u0639\u0644\u064a \u0644\u0644\u062e\u0627\u062f\u0645 \u0648\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649:<\/strong> \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u0635\u0641\u064a\u0629 \u0648\u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u062d\u062a\u0648\u0649 \u0645\u0639\u064a\u0646\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u0641\u064a\u062f\u064b\u0627 \u0641\u064a \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c Keras \u0623\u0648 \u062a\u0642\u062f\u064a\u0645 \u0645\u062e\u0631\u062c\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n<\/li>\n<\/ol>\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\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0643\u064a\u0631\u0627\u0633\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><a href=\"https:\/\/keras.io\/\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u0648\u062b\u064a\u0642 \u0643\u064a\u0631\u0627\u0633<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/keras-team\/keras\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0633\u062a\u0648\u062f\u0639 Keras \u062c\u064a\u062b\u0628<\/a><\/li>\n<li><a href=\"https:\/\/www.tensorflow.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u0640 TensorFlow<\/a><\/li>\n<li><a href=\"https:\/\/pytorch.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0648\u0642\u0639 \u0628\u0627\u064a \u062a\u0648\u0631\u0634 \u0627\u0644\u0631\u0633\u0645\u064a<\/a><\/li>\n<li><a href=\"http:\/\/caffe.berkeleyvision.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u0644\u0643\u0627\u0641\u064a\u0647<\/a><\/li>\n<\/ul>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u0628\u0631\u0632 Keras \u0643\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0631\u0627\u0626\u062f \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u064a\u062d\u0638\u0649 \u0628\u0627\u0644\u0625\u0639\u062c\u0627\u0628 \u0628\u0633\u0628\u0628 \u0637\u0628\u064a\u0639\u062a\u0647 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0648\u0638\u0627\u0626\u0641\u0647 \u0627\u0644\u0642\u0648\u064a\u0629. \u064a\u0648\u0641\u0631 \u062a\u0643\u0627\u0645\u0644\u0647 \u0627\u0644\u0633\u0644\u0633 \u0645\u0639 TensorFlow \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646\u0635\u0629 \u0642\u0648\u064a\u0629 \u0648\u0645\u0631\u0646\u0629 \u0644\u0628\u0646\u0627\u0621 \u0648\u0646\u0634\u0631 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629. \u0648\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u062a\u0637\u0648\u0631 \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u062a\u062a\u0637\u0648\u0631 \u0634\u0631\u0643\u0629 Keras \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628\u060c \u0644\u062a\u0638\u0644 \u0641\u064a \u0637\u0644\u064a\u0639\u0629 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/p>","protected":false},"featured_media":468725,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477761","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Keras: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is Keras?","answer":"<p>Keras is an open-source deep learning framework written in Python. It is known for its user-friendliness and flexibility, making it a popular choice among researchers, developers, and data scientists for building and experimenting with neural networks.<\/p>"},{"question":"Who developed Keras and when was it released?","answer":"<p>Keras was developed by Fran\u00e7ois Chollet and was first released in March 2015.<\/p>"},{"question":"What are the key features of Keras?","answer":"<p>Keras offers several key features, including a user-friendly API, modularity for building complex neural networks, seamless integration with TensorFlow, and extensibility to customize models.<\/p>"},{"question":"What types of Keras are there?","answer":"<p>There are two main types of Keras: the standalone version, which existed before integration with TensorFlow, and the integrated version, known as <code>tf.keras<\/code>, which is the official version integrated into the TensorFlow library.<\/p>"},{"question":"How does Keras work internally?","answer":"<p>Keras follows a high-level API design, with three main components: the backend for executing computational operations, layers for building neural network components, and models to organize the layers into a cohesive structure.<\/p>"},{"question":"How can proxy servers be associated with Keras?","answer":"<p>Proxy servers can enhance the performance of Keras applications by facilitating efficient data retrieval, load balancing, security, and privacy measures, and content filtering.<\/p>"},{"question":"What are the future perspectives of Keras?","answer":"<p>The future of Keras is expected to see improved performance, potential integration with AutoML techniques, support for new architectures, and continued collaboration with the TensorFlow community.<\/p>"},{"question":"Where can I find more information about Keras?","answer":"<p>For more information about Keras, you can explore the official <a href=\"https:\/\/keras.io\/\" target=\"_new\">Keras documentation<\/a>, visit the <a href=\"https:\/\/github.com\/keras-team\/keras\" target=\"_new\">Keras GitHub repository<\/a>, and also check out the official websites of <a href=\"https:\/\/www.tensorflow.org\/\" target=\"_new\">TensorFlow<\/a>, <a href=\"https:\/\/pytorch.org\/\" target=\"_new\">PyTorch<\/a>, and <a href=\"http:\/\/caffe.berkeleyvision.org\/\" target=\"_new\">Caffe<\/a>.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/477761","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\/477761\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/468725"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=477761"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}