{"id":479251,"date":"2023-08-09T10:32:55","date_gmt":"2023-08-09T10:32:55","guid":{"rendered":""},"modified":"2024-01-18T06:47:06","modified_gmt":"2024-01-18T06:47:06","slug":"tabnet","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/tabnet\/","title":{"rendered":"\u091f\u0948\u092c\u0928\u0947\u091f"},"content":{"rendered":"<h2 class=\"wp-block-heading\">TabNet \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940<\/h2>\n\n\n\n<p>\u091f\u0948\u092c\u0928\u0947\u091f \u090f\u0915 \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932 \u0939\u0948 \u091c\u093f\u0938\u0947 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091c\u094b \u0909\u091a\u094d\u091a-\u0906\u092f\u093e\u092e\u0940 \u0921\u0947\u091f\u093e \u092f\u093e \u0936\u094d\u0930\u0947\u0923\u0940\u092c\u0926\u094d\u0927 \u091a\u0930 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091f\u0948\u092c\u0928\u0947\u091f \u0915\u093e \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u092a\u094d\u0930\u092c\u0902\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964 \u092f\u0939 \u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u092a\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0941\u0902\u0926\u0930 \u0938\u092e\u093e\u0927\u093e\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0938\u0942\u0915\u094d\u0937\u094d\u092e \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u0948\u092c\u0928\u0947\u091f \u0915\u0940 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f \u0915\u093e \u0907\u0924\u093f\u0939\u093e\u0938 \u0914\u0930 \u0907\u0938\u0915\u093e \u092a\u0939\u0932\u093e \u0909\u0932\u094d\u0932\u0947\u0916<\/h2>\n\n\n\n<p>\u091f\u0948\u092c\u0928\u0947\u091f \u0915\u094b 2020 \u092e\u0947\u0902 Google \u0915\u094d\u0932\u093e\u0909\u0921 \u0938\u0947 \u0915\u094d\u0932\u093e\u0909\u0921 \u090f\u0906\u0908 \u0915\u0947 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u0947\u0936 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e\u0964 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u0947\u0937 \u092e\u0949\u0921\u0932 \u0915\u0940 \u0915\u092e\u0940 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0924\u0947 \u0939\u0941\u090f, \u091f\u0940\u092e \u0928\u0947 \u090f\u0915 \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0935\u093e\u0938\u094d\u0924\u0941\u0915\u0932\u093e \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u0908 \u091c\u094b \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930 \u0938\u0915\u0947\u0964 \u091f\u0948\u092c\u0928\u0947\u091f, \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u092e\u0947\u0902 \u0917\u0939\u0930\u0947 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0924\u093e\u0915\u0924 \u0915\u093e \u0938\u092b\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u0939\u0932\u0947 \u092e\u0949\u0921\u0932\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">TabNet \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u091c\u093e\u0928\u0915\u093e\u0930\u0940: \u0935\u093f\u0937\u092f \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930<\/h2>\n\n\n\n<p>\u091f\u0948\u092c\u0928\u0947\u091f \u0926\u094b \u0926\u0941\u0928\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0938\u0930\u094d\u0935\u0936\u094d\u0930\u0947\u0937\u094d\u0920 \u0915\u094b \u091c\u094b\u0921\u093c\u0924\u0940 \u0939\u0948: \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937\u094b\u0902 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0914\u0930 \u0917\u0939\u0930\u0947 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935\u093e\u0924\u094d\u092e\u0915 \u0936\u0915\u094d\u0924\u093f\u0964 \u0905\u0928\u094d\u092f \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u091f\u0948\u092c\u0928\u0947\u091f \u0928\u093f\u0930\u094d\u0923\u092f \u0928\u093f\u092f\u092e\u094b\u0902 \u0914\u0930 \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u092a\u0930 \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u092e\u0949\u0921\u0932 \u0915\u094b \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u0940 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0938\u0902\u0930\u091a\u0928\u093e\u0913\u0902 \u0915\u094b \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0943\u0924 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u0948\u092c\u0928\u0947\u091f \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e: \u091f\u0948\u092c\u0928\u0947\u091f \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1.webp\"><img loading=\"lazy\" decoding=\"async\" width=\"1371\" height=\"722\" src=\"https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1.webp\" alt=\"\u091f\u0948\u092c\u0928\u0947\u091f \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930\" class=\"wp-image-498323\" title=\"\" srcset=\"https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1.webp 1371w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1-1280x674.webp 1280w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1-150x79.webp 150w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1-768x404.webp 768w, https:\/\/oneproxy.pro\/wp-content\/uploads\/2024\/01\/tabnet_1-18x9.webp 18w\" sizes=\"auto, (max-width: 1371px) 100vw, 1371px\" \/><\/a><\/figure>\n\n\n\n<p>TabNet \u0915\u0940 \u0906\u0902\u0924\u0930\u093f\u0915 \u0938\u0902\u0930\u091a\u0928\u093e \u0915\u094b \u092a\u094d\u0930\u092e\u0941\u0916 \u0918\u091f\u0915\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li> <strong style=\"font-size: revert; color: initial;\">\u0935\u093f\u0930\u0932 \u0927\u094d\u092f\u093e\u0928 \u0924\u0902\u0924\u094d\u0930<\/strong><span style=\"font-size: revert; color: initial;\">: \u091f\u0948\u092c\u0928\u0947\u091f \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u091a\u0930\u0923 \u092a\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0927\u094d\u092f\u093e\u0928 \u0924\u0902\u0924\u094d\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u091a\u0941\u0928\u093f\u0902\u0926\u093e \u0930\u0942\u092a \u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0924\u0902\u0924\u094d\u0930 \u092e\u0949\u0921\u0932 \u0915\u094b \u0909\u091a\u094d\u091a-\u0906\u092f\u093e\u092e\u0940 \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/span> <\/li>\n\n\n\n<li> <strong style=\"font-size: revert; color: initial;\">\u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e<\/strong><span style=\"font-size: revert; color: initial;\">: \u091f\u0948\u092c\u0928\u0947\u091f \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u090f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u090f\u0915 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0924\u093e \u0939\u0948 \u0914\u0930 \u092c\u093e\u0926 \u0915\u0947 \u0928\u093f\u0930\u094d\u0923\u092f\u094b\u0902 \u0915\u094b \u092a\u093f\u091b\u0932\u0947 \u0928\u093f\u0930\u094d\u0923\u092f\u094b\u0902 \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0907\u0938 \u092c\u093e\u0924 \u0938\u0947 \u092e\u093f\u0932\u0924\u093e-\u091c\u0941\u0932\u0924\u093e \u0939\u0948 \u0915\u093f \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937 \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/span> <\/li>\n\n\n\n<li> <strong style=\"font-size: revert; color: initial;\">\u092b\u093c\u0940\u091a\u0930 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930<\/strong><span style=\"font-size: revert; color: initial;\">\u092f\u0939 \u0918\u091f\u0915 \u0935\u093f\u0936\u0947\u0937\u0924\u093e \u092e\u0939\u0924\u094d\u0935 \u0914\u0930 \u0905\u0902\u0924\u0903\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0940\u0916\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u0940 \u0905\u0927\u093f\u0915 \u092e\u091c\u092c\u0942\u0924 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0938\u0902\u092d\u0935 \u0939\u094b \u092a\u093e\u0924\u0940 \u0939\u0948\u0964<\/span> <\/li>\n\n\n\n<li> <strong style=\"font-size: revert; color: initial;\">\u090f\u0915\u0924\u094d\u0930\u093f\u0924 \u090f\u0928\u0915\u094b\u0921\u0930<\/strong><span style=\"font-size: revert; color: initial;\">: \u090f\u0915\u0924\u094d\u0930 \u0915\u0940 \u0917\u0908 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u092e\u093f\u0932\u093e\u0915\u0930, \u092f\u0939 \u092a\u0930\u0924 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0915\u093e \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964<\/span> <\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">TabNet \u0915\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h2>\n\n\n\n<p>TabNet \u0915\u0940 \u0915\u0941\u091b \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0935\u093f\u0935\u0947\u091a\u0928\u0940\u092f\u0924\u093e<\/strong>: \u092e\u0949\u0921\u0932 \u0915\u094b \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937\u094b\u0902 \u0915\u0947 \u0938\u092e\u093e\u0928 \u0928\u093f\u0930\u094d\u0923\u092f \u0938\u094d\u092a\u0937\u094d\u091f\u0940\u0915\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925, \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0930\u0928\u0947 \u092f\u094b\u0917\u094d\u092f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0915\u094d\u0937\u092e\u0924\u093e<\/strong>: \u091f\u0948\u092c\u0928\u0947\u091f \u0928\u094d\u092f\u0942\u0928\u0924\u092e \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u093e \u090f\u0915 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u0924\u0930\u0940\u0915\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u092e\u093e\u092a\u0915\u0924\u093e<\/strong>: \u092f\u0939 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0906\u0915\u093e\u0930\u094b\u0902 \u0914\u0930 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u0948\u092c\u0928\u0947\u091f \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930: \u0924\u093e\u0932\u093f\u0915\u093e\u0913\u0902 \u0914\u0930 \u0938\u0942\u091a\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u093e<\/h2>\n\n\n\n<p>\u0907\u0938\u0915\u0947 \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u092e\u093e\u092e\u0932\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 TabNet \u0915\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0930\u0942\u092a \u0939\u0948\u0902\u0964 \u0928\u0940\u091a\u0947 \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0938\u093e\u0930\u093e\u0902\u0936 \u0926\u0947\u0928\u0947 \u0935\u093e\u0932\u0940 \u090f\u0915 \u0924\u093e\u0932\u093f\u0915\u093e \u0926\u0940 \u0917\u0908 \u0939\u0948:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u092a\u094d\u0930\u0915\u093e\u0930<\/th><th>\u0935\u093f\u0935\u0930\u0923<\/th><\/tr><\/thead><tbody><tr><td><strong>\u092e\u093e\u0928\u0915<\/strong><\/td><td>\u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u0940 \u090f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0915\u0947 \u0932\u093f\u090f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u092f\u094b\u091c\u0928 \u091f\u0948\u092c\u0928\u0947\u091f<\/td><\/tr><tr><td><strong>\u092c\u0939\u0941-\u0915\u093e\u0930\u094d\u092f<\/strong><\/td><td>\u090f\u0915\u093e\u0927\u093f\u0915 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947, \u092c\u0939\u0941-\u0915\u093e\u0930\u094d\u092f \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u0917\u092f\u093e<\/td><\/tr><tr><td><strong>\u090f\u092e\u094d\u092c\u0947\u0921\u093f\u0902\u0917<\/strong><\/td><td>\u0936\u094d\u0930\u0947\u0923\u0940\u0917\u0924 \u091a\u0930\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u092e\u094d\u092c\u0947\u0921\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u0948\u092c\u0928\u0947\u091f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947, \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n\n\n\n<p>TabNet \u0915\u094b \u0935\u093f\u0924\u094d\u0924, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932, \u0935\u093f\u092a\u0923\u0928 \u0914\u0930 \u0905\u0928\u094d\u092f \u091c\u0948\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0921\u094b\u092e\u0947\u0928 \u092e\u0947\u0902 \u0928\u093f\u092f\u094b\u091c\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0940 \u092c\u0939\u0941\u092e\u0941\u0916\u0940 \u092a\u094d\u0930\u0924\u093f\u092d\u093e \u0915\u0947 \u092c\u093e\u0935\u091c\u0942\u0926, \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0913\u0935\u0930\u092b\u093f\u091f\u093f\u0902\u0917<\/strong>: \u092f\u0926\u093f \u0938\u093e\u0935\u0927\u093e\u0928\u0940 \u0938\u0947 \u0928\u093f\u092f\u092e\u093f\u0924 \u0928\u0939\u0940\u0902 \u0915\u093f\u092f\u093e \u0917\u092f\u093e, \u0924\u094b TabNet \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0921\u0947\u091f\u093e \u092a\u0930 \u0939\u093e\u0935\u0940 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u091c\u091f\u093f\u0932\u0924\u093e<\/strong>: \u0915\u0941\u091b \u0915\u093e\u0930\u094d\u092f\u093e\u0928\u094d\u0935\u092f\u0928\u094b\u0902 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u0909\u091a\u093f\u0924 \u0938\u0924\u094d\u092f\u093e\u092a\u0928 \u0924\u0915\u0928\u0940\u0915, \u0928\u093f\u092f\u092e\u093f\u0924\u0940\u0915\u0930\u0923 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935-\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u092e\u0949\u0921\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0905\u0928\u094d\u092f \u0924\u0941\u0932\u0928\u093e\u090f\u0901<\/h2>\n\n\n\n<p>\u091f\u0948\u092c\u0928\u0947\u091f \u0915\u0940 \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0949\u0921\u0932 \u0938\u0947 \u0924\u0941\u0932\u0928\u093e:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092c\u0928\u093e\u092e \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937<\/strong>: \u091f\u0948\u092c\u0928\u0947\u091f \u0909\u091a\u094d\u091a \u0932\u091a\u0940\u0932\u0947\u092a\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937\u094b\u0902 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092c\u0928\u093e\u092e \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/strong>: \u091c\u092c\u0915\u093f \u092e\u093e\u0928\u0915 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0938\u093e\u0930\u0923\u0940\u092c\u0926\u094d\u0927 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091f\u0948\u092c\u0928\u0947\u091f \u0907\u0938\u0947 \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937\u091c\u094d\u091e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u0948\u092c\u0928\u0947\u091f \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f \u0914\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902<\/h2>\n\n\n\n<p>\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0915\u093e\u0938 \u091c\u093e\u0930\u0940 \u0939\u0948, \u091f\u0948\u092c\u0928\u0947\u091f \u0915\u093e \u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928 \u0930\u0940\u092f\u0932-\u091f\u093e\u0907\u092e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938, \u090f\u091c \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u093f\u0902\u0917 \u0914\u0930 \u0905\u0928\u094d\u092f \u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u0947 \u0938\u093e\u0925 \u090f\u0915\u0940\u0915\u0930\u0923 \u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948 \u092f\u093e \u091f\u0948\u092c\u0928\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0915\u0948\u0938\u0947 \u0938\u0902\u092c\u0926\u094d\u0927 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948<\/h2>\n\n\n\n<p>OneProxy \u0926\u094d\u0935\u093e\u0930\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u093f\u090f \u0917\u090f \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930, TabNet \u092e\u0949\u0921\u0932 \u0915\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u090f\u0915\u0924\u094d\u0930 \u0915\u0930\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0941\u0935\u093f\u0927\u093e\u091c\u0928\u0915 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0935\u093f\u0935\u093f\u0927 \u0921\u0947\u091f\u093e \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0924\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0914\u0930 \u0917\u0941\u092e\u0928\u093e\u092e \u092a\u0939\u0941\u0902\u091a \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0915\u0947, OneProxy \u0905\u0927\u093f\u0915 \u092e\u091c\u092c\u0942\u0924 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0940\u092f \u091f\u0948\u092c\u0928\u0947\u091f \u092e\u0949\u0921\u0932 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/arxiv.org\/abs\/1908.07442\" target=\"_new\" rel=\"noopener nofollow\">Google \u0915\u094d\u0932\u093e\u0909\u0921 AI \u0926\u094d\u0935\u093e\u0930\u093e \u091f\u0948\u092c\u0928\u0947\u091f \u092a\u0947\u092a\u0930<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cloud.google.com\/vertex-ai\/docs\/tabular-data\/tabular-workflows\/tabnet\" rel=\"nofollow noopener\" target=\"_blank\">TabNet \u092a\u0930 Google \u0915\u094d\u0932\u093e\u0909\u0921 AI \u092c\u094d\u0932\u0949\u0917<\/a><\/li>\n<\/ul>\n\n\n\n<p>TabNet \u0914\u0930 OneProxy \u091c\u0948\u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e\u0915\u0930, \u0938\u0902\u0917\u0920\u0928 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0939\u0928\u0947\u0935\u093e\u0932\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0921\u0947\u091f\u093e-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0928\u0908 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0915\u094b \u0905\u0928\u0932\u0949\u0915 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>","protected":false},"featured_media":498324,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-479251","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>TabNet: A Deep Learning Architecture<\/mark>","faq_items":[{"question":"What is TabNet and why is it important?","answer":"TabNet is a deep learning model specifically created to handle tabular data. It combines the interpretability of decision trees with the power of deep neural networks, making it a unique and essential tool for predictive analysis in fields such as finance, healthcare, and marketing."},{"question":"How did TabNet originate?","answer":"TabNet was introduced by researchers at Cloud AI from Google Cloud in 2020. The model was designed to fill a gap in existing methods, providing a specialized architecture for efficiently processing tabular data."},{"question":"How does TabNet work internally?","answer":"TabNet's internal structure consists of a sparse attention mechanism for selective focus on features, a sequential decision-making process, a feature transformer to learn feature importance, and an aggregated encoder that forms a comprehensive representation of the data."},{"question":"What are the key features of TabNet?","answer":"TabNet's key features include its interpretability, efficiency, and scalability. Its design enables clear decision explanations and efficient processing of large datasets, with adaptability to various sizes and types of tabular data."},{"question":"Are there different types of TabNet?","answer":"Yes, there are variations of TabNet, including the Standard type for general-purpose, Multitask for handling multiple objectives, and Embedding type for handling categorical variables."},{"question":"What are some common problems and solutions related to TabNet?","answer":"Some common problems include overfitting and complexity in tuning. These can be mitigated through proper validation techniques, regularization, and utilizing pre-trained models."},{"question":"How does TabNet compare to other models like Decision Trees or Neural Networks?","answer":"TabNet offers the interpretability of decision trees but with more flexibility and power. Compared to standard neural networks, TabNet is specialized in handling tabular data, where conventional models might struggle."},{"question":"What future technologies and perspectives are related to TabNet?","answer":"Future applications of TabNet may include real-time analytics, edge computing, and integration with other deep learning architectures, expanding its use in various domains."},{"question":"How can proxy servers like OneProxy be associated with TabNet?","answer":"Proxy servers provided by OneProxy can facilitate data gathering for training TabNet models. They enable secure and anonymous access to diverse data sources, aiding in the development of robust TabNet models."},{"question":"Where can I find more information about TabNet?","answer":"You can find more detailed information about TabNet through the original <a href=\"https:\/\/arxiv.org\/abs\/1908.07442\" target=\"_new\">TabNet Paper by Google Cloud AI<\/a>, the <a href=\"https:\/\/cloud.google.com\/blog\/products\/ai-machine-learning\/introducing-tabnet\" target=\"_new\">Google Cloud AI Blog on TabNet<\/a>, and the website of the proxy server provider <a href=\"https:\/\/oneproxy.pro\" target=\"_new\">OneProxy<\/a>."}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/479251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/479251\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/498324"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=479251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}