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\u0928\u0908 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0927\u094d\u092f \u0914\u0930 \u0938\u0939\u092a\u094d\u0930\u0938\u0930\u0923 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u094b \u0905\u092a\u0921\u0947\u091f \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964<\/p>\n<h2>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \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<p>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0915\u0908 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902 \u091c\u094b \u0909\u0928\u094d\u0939\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0902:<\/p>\n<ol>\n<li>\n<p>\u0932\u091a\u0940\u0932\u093e\u092a\u0928: \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0940 \u090f\u0915 \u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0936\u094d\u0930\u0943\u0902\u0916\u0932\u093e \u0915\u094b \u092e\u0949\u0921\u0932 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p>\u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u092a\u0930\u093f\u092e\u093e\u0923\u0940\u0915\u0930\u0923: \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0928 \u0915\u0947\u0935\u0932 \u092c\u093f\u0902\u0926\u0941 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u092c\u0932\u094d\u0915\u093f \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u092d\u0940 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u092c\u0928 \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p>\u092a\u094d\u0930\u0915\u094d\u0937\u0947\u092a \u0914\u0930 \u092c\u0939\u093f\u0930\u094d\u0935\u0947\u0936\u0928: \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0930\u0942\u092a \u0938\u0947 \u092a\u094d\u0930\u0947\u0915\u094d\u0937\u093f\u0924 \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u0947 \u092c\u0940\u091a \u092a\u094d\u0930\u0915\u094d\u0937\u0947\u092a \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u0914\u0930 \u0909\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u091c\u0939\u093e\u0902 \u0915\u094b\u0908 \u0921\u0947\u091f\u093e \u0909\u092a\u0932\u092c\u094d\u0927 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u091c\u091f\u093f\u0932\u0924\u093e \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923: \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0938\u0939\u092a\u094d\u0930\u0938\u0930\u0923 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u090f\u0915 \u0938\u0941\u0917\u092e\u0924\u093e \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0905\u092a\u0928\u0940 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b 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\u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ol>\n<li>\n<p><strong>\u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 (\u0915\u094d\u0930\u093f\u0917\u093f\u0902\u0917)<\/strong>: \u0928\u093f\u0930\u0902\u0924\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 (\u091c\u0940\u092a\u0940\u0938\u0940)<\/strong>: \u092c\u093e\u0907\u0928\u0930\u0940 \u0914\u0930 \u092c\u0939\u0941-\u0935\u0930\u094d\u0917 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092f\u094b\u091c\u093f\u0924\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0935\u093f\u0930\u0932 \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901<\/strong>: \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u0938\u0928\u094d\u0928\u093f\u0915\u091f\u0928 \u0924\u0915\u0928\u0940\u0915\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0905\u0935\u094d\u092f\u0915\u094d\u0924 \u091a\u0930 \u092e\u0949\u0921\u0932 (GPLVM)<\/strong>: \u0906\u092f\u093e\u092e \u0928\u094d\u092f\u0942\u0928\u0940\u0915\u0930\u0923 \u0914\u0930 \u0926\u0943\u0936\u094d\u092f\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<\/ol>\n<p>\u0928\u0940\u091a\u0947 \u090f\u0915 \u0924\u0941\u0932\u0928\u093e \u0924\u093e\u0932\u093f\u0915\u093e \u0926\u0940 \u0917\u0908 \u0939\u0948 \u091c\u094b \u0907\u0928 \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0930\u0942\u092a\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u092e\u0941\u0916\u094d\u092f \u0905\u0902\u0924\u0930 \u0926\u0930\u094d\u0936\u093e\u0924\u0940 \u0939\u0948:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0917\u093e\u090a\u0938\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u0902\u0938\u094d\u0915\u0930\u0923<\/th>\n<th>\u0906\u0935\u0947\u0926\u0928<\/th>\n<th>\u0909\u0926\u093e\u0939\u0930\u0923<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 (\u0915\u094d\u0930\u093f\u0917\u093f\u0902\u0917)<\/td>\n<td>\u0938\u0924\u0924 \u0906\u0909\u091f\u092a\u0941\u091f \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940<\/td>\n<td>\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915-\u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u093f\u092f\u093e\u0901<\/td>\n<\/tr>\n<tr>\n<td>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 (\u091c\u0940\u092a\u0940\u0938\u0940)<\/td>\n<td>\u092c\u093e\u0907\u0928\u0930\u0940 \u0914\u0930 \u092e\u0932\u094d\u091f\u0940-\u0915\u094d\u0932\u093e\u0938 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923<\/td>\n<td>\u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902<\/td>\n<\/tr>\n<tr>\n<td>\u0935\u093f\u0930\u0932 \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901<\/td>\n<td>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0915\u0941\u0936\u0932 \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/td>\n<td>\u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f<\/td>\n<\/tr>\n<tr>\n<td>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0905\u0935\u094d\u092f\u0915\u094d\u0924 \u091a\u0930 \u092e\u0949\u0921\u0932 (GPLVM)<\/td>\n<td>\u0906\u092f\u093e\u092e\u0940\u0924\u093e \u092e\u0947\u0902 \u0915\u092e\u0940<\/td>\n<td>\u0921\u0947\u091f\u093e \u0935\u093f\u091c\u093c\u0941\u0905\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 \u0914\u0930 \u0938\u0902\u092a\u0940\u0921\u093c\u0928<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947, \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0901 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u092e\u093e\u0927\u093e\u0928<\/h2>\n<p>\u0917\u093e\u090a\u0938\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u093f\u0928\u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n<ol>\n<li>\n<p><strong>\u0935\u093e\u092a\u0938\u0940<\/strong>\u0907\u0928\u092a\u0941\u091f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u0924\u0924 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0928\u093e\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923<\/strong>: \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u094b \u0932\u0947\u092c\u0932 \u0928\u093f\u0930\u094d\u0926\u093f\u0937\u094d\u091f \u0915\u0930\u0928\u093e.<\/p>\n<\/li>\n<li>\n<p><strong>\u0905\u0928\u0941\u0915\u0942\u0932\u0928<\/strong>\u091c\u091f\u093f\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u093e \u0935\u0948\u0936\u094d\u0935\u093f\u0915 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0905\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u092f\u0947<\/strong>\u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e\u0964<\/p>\n<\/li>\n<\/ol>\n<p>\u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u092e\u0947\u0902 \u0915\u0941\u091b \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947:<\/p>\n<ul>\n<li>\n<p><strong>\u0905\u092d\u093f\u0915\u0932\u0928\u093e\u0924\u094d\u092e\u0915 \u091c\u091f\u093f\u0932\u0924\u093e<\/strong>\u092c\u0921\u093c\u0947 \u092e\u0948\u091f\u094d\u0930\u093f\u0938\u0947\u0938 \u0915\u094b \u0909\u0932\u091f\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0915\u0947 \u0915\u093e\u0930\u0923, \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u092e\u0939\u0902\u0917\u0940 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0915\u0930\u094d\u0928\u0947\u0932 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u091a\u0941\u0928\u0928\u093e<\/strong>\u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0905\u091a\u094d\u091b\u0940 \u0924\u0930\u0939 \u0938\u0947 \u092b\u093f\u091f \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0947 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0938\u0939\u092a\u094d\u0930\u0938\u0930\u0923 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u091a\u092f\u0928 \u0915\u0930\u0928\u093e \u090f\u0915 \u091a\u0941\u0928\u094c\u0924\u0940\u092a\u0942\u0930\u094d\u0923 \u0915\u093e\u0930\u094d\u092f \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<\/ul>\n<p>\u0907\u0928 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0928\u0947 \u0935\u093f\u0930\u0932 \u0938\u0928\u094d\u0928\u093f\u0915\u091f\u0928 \u0914\u0930 \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0915\u0930\u094d\u0928\u0947\u0932 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u091c\u0948\u0938\u0940 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0935\u093f\u0915\u093e\u0938 \u0915\u093f\u092f\u093e \u0939\u0948, \u0924\u093e\u0915\u093f \u092c\u0921\u093c\u0947 \u092a\u0948\u092e\u093e\u0928\u0947 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0914\u0930 \u0915\u0941\u0936\u0932 \u092c\u0928\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n<h2>\u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0901 \u0914\u0930 \u0938\u092e\u093e\u0928 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0905\u0928\u094d\u092f \u0924\u0941\u0932\u0928\u093e\u090f\u0901<\/h2>\n<p>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u0922\u0902\u0917 \u0938\u0947 \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f, \u0909\u0928\u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0905\u0928\u094d\u092f \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u0915\u0930\u0928\u093e \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948:<\/p>\n<ol>\n<li>\n<p><strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092c\u0928\u093e\u092e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/strong>\u0939\u093e\u0932\u093e\u0902\u0915\u093f \u0926\u094b\u0928\u094b\u0902 \u0917\u0948\u0930-\u0930\u0948\u0916\u093f\u0915 \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0905\u0927\u093f\u0915 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0914\u0930 \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u092a\u0930\u093f\u092e\u093e\u0923\u0940\u0915\u0930\u0923 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e\u0913\u0902 \u0935\u093e\u0932\u0947 \u091b\u094b\u091f\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u094b \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092c\u0928\u093e\u092e \u0938\u092a\u094b\u0930\u094d\u091f \u0935\u0947\u0915\u094d\u091f\u0930 \u092e\u0936\u0940\u0928\u0947\u0902 (SVM)<\/strong>\u090f\u0938\u0935\u0940\u090f\u092e \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0935\u093e\u0932\u0947 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0905\u0927\u093f\u0915 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0939\u0948, \u091c\u092c\u0915\u093f \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u094b\u0928\u0947 \u092a\u0930 \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092c\u0928\u093e\u092e \u0930\u0948\u0902\u0921\u092e \u092b\u093c\u0949\u0930\u0947\u0938\u094d\u091f<\/strong>\u0930\u0948\u0902\u0921\u092e \u092b\u093c\u0949\u0930\u0947\u0938\u094d\u091f \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0941\u0936\u0932 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u092c\u0947\u0939\u0924\u0930 \u0905\u0928\u093f\u0936\u094d\u091a\u093f\u0924\u0924\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<\/ol>\n<h2>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \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<p>\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0909\u0928\u094d\u0928\u0924 \u0939\u094b\u0924\u0940 \u091c\u093e\u090f\u0917\u0940, \u0917\u093e\u090a\u0938\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0914\u0930 \u092d\u0940 \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u090f\u0902\u0917\u0940:<\/p>\n<ol>\n<li>\n<p><strong>\u0917\u0939\u0928 \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902<\/strong>\u0917\u0939\u0928 \u0936\u093f\u0915\u094d\u0937\u0923 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u094b \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0938\u0902\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0938\u0947 \u0905\u0927\u093f\u0915 \u0936\u0915\u094d\u0924\u093f\u0936\u093e\u0932\u0940 \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u094b \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u092a\u0915\u0921\u093c \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u0938\u093e\u0925 \u0911\u0928\u0932\u093e\u0907\u0928 \u0938\u0940\u0916\u0928\u093e<\/strong>\u0928\u092f\u093e \u0921\u0947\u091f\u093e \u0906\u0928\u0947 \u092a\u0930 \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0915\u094d\u0930\u092e\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u0905\u0926\u094d\u092f\u0924\u0928 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0924\u0915\u0928\u0940\u0915\u0947\u0902 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0938\u092e\u092f \u092e\u0947\u0902 \u0938\u0940\u0916\u0928\u0947 \u0914\u0930 \u0905\u0928\u0941\u0915\u0942\u0932\u0928\u0936\u0940\u0932\u0924\u093e \u0915\u094b \u0938\u0915\u094d\u0937\u092e \u0915\u0930\u0947\u0902\u0917\u0940\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u094d\u0928\u0947\u0932 \u0921\u093f\u0938\u094d\u0915\u0935\u0930\u0940<\/strong>\u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0915\u0930\u094d\u0928\u0947\u0932 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0916\u094b\u091c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u093f\u0927\u093f\u092f\u093e\u0901 \u092e\u0949\u0921\u0932-\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u0930\u0932 \u092c\u0928\u093e \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<\/ol>\n<h2>\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 \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \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<p>OneProxy \u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u092a\u094d\u0930\u0926\u093e\u0924\u093e \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0924\u0930\u0940\u0915\u094b\u0902 \u0938\u0947 \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u0932\u093e\u092d \u0909\u0920\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ol>\n<li>\n<p><strong>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0905\u0928\u0941\u0915\u0942\u0932\u0928<\/strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u0949\u0928\u094d\u092b\u093c\u093f\u0917\u0930\u0947\u0936\u0928 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902 \u0924\u093e\u0915\u093f \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u092c\u0922\u093c\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0947 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u092e\u092f \u0915\u094b \u0915\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u092d\u093e\u0930 \u0915\u093e \u0938\u0902\u0924\u0941\u0932\u0928<\/strong>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902 \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u0909\u092a\u092f\u094b\u0917 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930\u094b\u0902 \u0915\u0947 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u093e\u0928 \u0932\u094b\u0921 \u0938\u0902\u0924\u0941\u0932\u0928 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0924\u093e \u0915\u0930 \u0938\u0915\u0924\u0940 \u0939\u0948\u0902\u0964<\/p>\n<\/li>\n<li>\n<p><strong>\u0905\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u092f\u0947<\/strong>\u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u092e\u0947\u0902 \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092f\u093e \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0916\u0924\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n<\/li>\n<\/ol>\n<p>\u0905\u092a\u0928\u0947 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u0947 \u092e\u0947\u0902 \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0936\u093e\u092e\u093f\u0932 \u0915\u0930\u0915\u0947, \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u092a\u094d\u0930\u0926\u093e\u0924\u093e \u0905\u092a\u0928\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932, \u0935\u093f\u0936\u094d\u0935\u0938\u0928\u0940\u092f \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0938\u0947\u0935\u093e\u090f\u0902 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<h2>\u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n<p>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u0947 \u0932\u093f\u090f, \u0906\u092a \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0915\u093e \u0938\u0902\u0926\u0930\u094d\u092d \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.machinelearningplus.com\/machine-learning\/gaussian-process\/\" target=\"_new\" rel=\"noopener nofollow\">\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u2013 \u090f\u0915 \u0935\u094d\u092f\u093e\u092a\u0915 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e<\/a><\/li>\n<li><a href=\"http:\/\/www.gaussianprocess.org\/gpml\/chapters\/\" target=\"_new\" rel=\"noopener nofollow\">\u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u0917\u094c\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/gaussian-process-a-quick-introduction-4d48c93d81f8\" target=\"_new\" rel=\"noopener nofollow\">\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901: \u090f\u0915 \u0924\u094d\u0935\u0930\u093f\u0924 \u092a\u0930\u093f\u091a\u092f<\/a><\/li>\n<\/ul>\n<p>\u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u092a\u094d\u0930\u0926\u093e\u0924\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0928\u0908 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u0913\u0902 \u0914\u0930 \u0905\u092d\u093f\u0928\u0935 \u0938\u092e\u093e\u0927\u093e\u0928\u094b\u0902 \u0915\u094b \u0916\u094b\u0932 \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 \u0924\u0947\u091c\u0940 \u0938\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u0906\u0917\u0947 \u0930\u0939\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u092e\u093f\u0932 \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u0905\u092a\u0928\u0940 \u092c\u0939\u0941\u092e\u0941\u0916\u0940 \u092a\u094d\u0930\u0924\u093f\u092d\u093e \u0914\u0930 \u0936\u0915\u094d\u0924\u093f \u0915\u0947 \u0938\u093e\u0925, \u0917\u0949\u0938\u093f\u092f\u0928 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917, \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u0914\u0930 \u0909\u0938\u0938\u0947 \u0906\u0917\u0947 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u090f\u0915 \u092e\u0942\u0932\u094d\u092f\u0935\u093e\u0928 \u0909\u092a\u0915\u0930\u0923 \u092c\u0928\u0940 \u0939\u0941\u0908 \u0939\u0948\u0902\u0964<\/p>","protected":false},"featured_media":468461,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477328","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Gaussian Processes: Understanding the Versatile Tool for Proxy Server Providers<\/mark>","faq_items":[{"question":"What are Gaussian processes and how are they used?","answer":"<p>Gaussian processes are powerful statistical tools used in machine learning and statistics. They model a distribution over functions and are versatile for various applications, including regression, classification, optimization, and surrogate modeling. Proxy server providers like OneProxy can leverage Gaussian processes to optimize server configurations, perform load balancing, and detect anomalies in traffic.<\/p>"},{"question":"Who developed Gaussian processes and when were they first mentioned?","answer":"<p>Gaussian processes were introduced by mathematician Andrey Kolmogorov in the 1940s. However, their fundamental development is credited to the work of Carl Friedrich Gauss, who extensively studied Gaussian distributions. Gaussian processes gained more attention in the 1970s and 1980s when Christopher Bishop and David MacKay applied them to machine learning and Bayesian inference.<\/p>"},{"question":"How do Gaussian processes work internally?","answer":"<p>Gaussian processes are defined by a mean function and a covariance (kernel) function. The mean function represents the expected value of a function, while the covariance function controls the smoothness and correlation between input points. The process updates based on observed data, making predictions with uncertainty estimates.<\/p>"},{"question":"What are the key features of Gaussian processes?","answer":"<p>Gaussian processes offer flexibility in modeling complex relationships and provide uncertainty quantification for better decision-making. They can interpolate and extrapolate between data points and automatically control complexity through the covariance function.<\/p>"},{"question":"What are the different types of Gaussian processes?","answer":"<p>Various types of Gaussian processes cater to specific problems:<\/p><ol><li>Gaussian Process Regression (Kriging): Predicts continuous values for regression tasks.<\/li><li>Gaussian Process Classification (GPC): Handles binary and multi-class classification problems.<\/li><li>Sparse Gaussian Processes: Approximation technique for large datasets.<\/li><li>Gaussian Process Latent Variable Models (GPLVM): Used for dimensionality reduction and visualization.<\/li><\/ol>"},{"question":"What are the challenges related to using Gaussian processes and their solutions?","answer":"<p>Challenges include computational complexity for large datasets and choosing appropriate kernel functions. Solutions include using sparse approximations and scalable kernel methods for efficiency.<\/p>"},{"question":"How do Gaussian processes compare to other machine learning methods?","answer":"<p>Gaussian processes offer more interpretability and uncertainty quantification compared to neural networks. They are more suitable for tasks with uncertainties and small datasets. Compared to SVM and random forests, Gaussian processes excel in uncertainty estimation.<\/p>"},{"question":"What does the future hold for Gaussian processes?","answer":"<p>The future of Gaussian processes involves incorporating them into deep learning architectures, enabling online learning, and automating kernel discovery to simplify model-building.<\/p>"},{"question":"How can proxy server providers benefit from Gaussian processes?","answer":"<p>Proxy server providers can optimize configurations, perform intelligent load balancing, and detect anomalies in traffic using Gaussian processes. Embracing this technology can lead to more efficient and reliable proxy server services.<\/p>"},{"question":"Where can I find more information about Gaussian processes?","answer":"<p>For more information, check out the following resources:<\/p><ul><li>Gaussian Processes in Machine Learning - A Comprehensive Guide<\/li><li>Gaussian Processes for Regression and Classification<\/li><li>Gaussian Processes: A Quick Introduction<\/li><\/ul>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/477328","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\/477328\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/468461"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=477328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}