\u0639\u0644\u0649 \u0645\u062f\u0649 \u0627\u0644\u0639\u0642\u0648\u062f \u0627\u0644\u0642\u0644\u064a\u0644\u0629 \u0627\u0644\u0645\u0627\u0636\u064a\u0629\u060c \u063a\u064a\u0651\u0631 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 (ML) \u062d\u064a\u0627\u062a\u0646\u0627. \u0641\u0645\u0646 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0635\u0648\u0631 \u0630\u0627\u062a \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u0636\u0628\u0627\u0628\u064a\u0629 \u0648\u0627\u0644\u0648\u062c\u0647 \u0627\u0644\u0645\u0631\u0643\u0651\u0632 \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064a\u0646 \u0645\u062b\u0644 \u0623\u0644\u064a\u0643\u0633\u0627 \u0648\u0633\u064a\u0631\u064a \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a\u0646\u0627\u060c \u0623\u0635\u0628\u062d\u0646\u0627 \u0646\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0646\u0641\u0630 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0641\u064a \u062c\u0648\u0647\u0631\u0647\u0627.
\n\u062a\u062c\u0645\u0639 \u0647\u0646\u062f\u0633\u0629 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0628\u064a\u0646 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a. \u062d\u064a\u062b \u064a\u0642\u0648\u0645 \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0641\u062d\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0631\u0624\u0649 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0642\u0648\u0645 \u0645\u0647\u0646\u062f\u0633 \u0647\u0646\u062f\u0633\u0629 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0646\u0627\u0645\u062c \u0630\u0627\u062a\u064a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u064a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0648\u064a\u0642\u0648\u0645 \u0628\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629.
\n\u0648\u064a\u062a\u0645\u062a\u0639 \u0647\u0624\u0644\u0627\u0621 \u0627\u0644\u0645\u0647\u0646\u062f\u0633\u0648\u0646 \u0628\u0627\u0644\u062e\u0628\u0631\u0629 \u0641\u064a \u0645\u0647\u0627\u0631\u0627\u062a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0643\u0645\u064a\u060c \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\u060c \u0648\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629\u060c \u0648\u062a\u0637\u0648\u064a\u0631 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0639 \u0627\u0645\u062a\u0644\u0627\u0643\u0647\u0645 \u0645\u0647\u0627\u0631\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.
\n\u0645\u0639 \u0648\u062c\u0648\u062f \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0627\u0644\u062a\u064a \u062a\u062d\u062f\u062b \u062d\u0648\u0644 \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629\u060c \u0641\u0644\u0627 \u0639\u062c\u0628 \u0623\u0646 \u064a\u062e\u062a\u0627\u0631 \u0623\u064a \u0645\u062a\u062d\u0645\u0633 \u062d\u0631\u064a\u0635 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0643\u0623\u0633\u0627\u0633 \u0644\u062a\u0639\u064a\u064a\u0646 \u0648\u0638\u064a\u0641\u062a\u0647.
\n\u0625\u0630\u0627 \u0643\u0646\u062a \u062d\u0631\u064a\u0635\u064b\u0627 \u0639\u0644\u0649 \u062a\u0634\u0643\u064a\u0644 \u062d\u064a\u0627\u062a\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0648\u0644\u0643\u0646\u0643 \u0644\u0633\u062a \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u0641\u0647\u0630\u0647 \u0627\u0644\u0645\u062f\u0648\u0646\u0629 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0643. \u0633\u0648\u0641 \u0646\u0623\u062e\u0630\u0643 \u0641\u064a \u062c\u0648\u0644\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u062a\u0643\u0648\u0646 \u0645\u0647\u0646\u062f\u0633\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629. \u0644\u0630\u0627\u060c \u062a\u0627\u0628\u0639 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u062d\u062a\u0649 \u0627\u0644\u0646\u0647\u0627\u064a\u0629.
\n\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0645\u0647\u0646\u062f\u0633\u064a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629
\n\u0644\u0642\u062f \u062a\u0639\u0644\u0645\u0646\u0627 \u0643\u064a\u0641 \u064a\u0639\u0645\u0644 \u062a\u0637\u0628\u064a\u0642 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0627\u062a\u060c \u062b\u0645 \u062a\u0639\u0631\u0641\u0646\u0627 \u0639\u0644\u0649 \u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0639\u062f\u064a\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0644\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0643\u064a \u062a\u0643\u0648\u0646 \u062c\u0632\u0621\u064b\u0627 \u0645\u0646 \u062a\u0642\u0646\u064a\u0629 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0648\u0634\u062e\u0635\u064a\u0629 \u0645\u062d\u062f\u062f\u0629.
\n\u0623\u0648\u0644\u0627\u064b\u060c \u0633\u0646\u0631\u0649 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0644\u0645\u0647\u0646\u062f\u0633 \u0648\u0647\u064a
\n\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629
\n\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u062a\u0633\u0645\u0649 \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 (ANN) \u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 (SNN)\u060c \u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0644\u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629.
\n\u0648\u0647\u064a \u062a\u0648\u0641\u0631 \u0646\u0645\u0627\u0630\u062c \u0648\u062a\u0644\u0639\u0628 \u062f\u0648\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u0648\u0627\u0644\u0622\u0646\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0639\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0627\u0647\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0641\u0647\u0645\u064b\u0627 \u0644\u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u062f\u0645\u0627\u063a\u0646\u0627 \u0648\u062a\u0633\u0627\u0639\u062f \u0641\u064a \u0646\u0645\u0630\u062c\u0629 \u0648\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u062f\u0645\u0627\u063a \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0645\u0639\u0631\u0641\u0629 \u0645\u062a\u0639\u0645\u0642\u0629 \u062d\u0648\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629.
\n\u0628\u0639\u0636 \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0647\u064a \u0634\u0628\u0643\u0629 \u0622\u0644\u0629 \u0628\u0648\u0644\u062a\u0632\u0645\u0627\u0646 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0627\u0644\u0639\u0645\u064a\u0642 \u0634\u0628\u0643\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0637\u0648\u064a\u0644\u0629 (LSTM) \u0634\u0628\u0643\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0642\u0635\u064a\u0631\u0629 \u0627\u0644\u0645\u062f\u0649 (LSTM) Perceptron
\n\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)
\n\u0647\u064a \u0641\u0631\u0639 \u0645\u0646 \u0641\u0631\u0648\u0639 \u0627\u0644\u0644\u063a\u0648\u064a\u0627\u062a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0627\u0644\u062a\u064a\u060c \u0639\u0646\u062f \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629\u060c \u062a\u0645\u0643\u0651\u0646 \u0627\u0644\u062d\u0648\u0627\u0633\u064a\u0628 \u0645\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u0634\u0643\u0644 \u0643\u0644\u0645\u0627\u062a \u0648\u0646\u0635\u0648\u0635 \u0645\u0646\u0637\u0648\u0642\u0629 \u0648\u0641\u0647\u0645 \u0645\u0639\u0646\u0627\u0647\u0627 \u0627\u0644\u0643\u0627\u0645\u0644 \u0645\u0639 \u0646\u064a\u0629 \u0627\u0644\u0643\u0627\u062a\u0628.
\n\u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629: Word2vec \u062a\u0644\u062e\u064a\u0635 Word2vec Genism & NLTK \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631
\n\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629
\n\u064a\u062a\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062d\u0648\u0644 \u0625\u0646\u0634\u0627\u0621 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062a\u0646\u0628\u0624. \u0648\u0645\u0646 \u062b\u0645\u060c \u0641\u0625\u0646 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0645\u0647\u0645\u0629 \u0644\u062d\u0644 \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 DL. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u0647\u0646\u062f\u0633\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0627\u062a\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u062e\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629.
\n\u0648\u0644\u0643\u0646 \u0644\u0645\u0627\u0630\u0627 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a\u061f \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0623\u0648 \u064a\u062c\u0628 \u0623\u0646 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629\u060c \u0648\u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u0647\u0627\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0635\u062d\u0629\u060c \u0648\u062a\u0642\u062f\u064a\u0631 \u0641\u062a\u0631\u0627\u062a \u0627\u0644\u062b\u0642\u0629.
\n\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062a\u0633\u0627\u0621\u0644 \u0639\u0646 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0645\u062a\u0639 \u0628\u0647 \u0627\u0644\u0634\u062e\u0635 \u0644\u064a\u0643\u0648\u0646 \u0645\u0647\u0646\u062f\u0633\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0641\u0625\u0646 \u0630\u0644\u0643 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0630\u064a \u064a\u0639\u0645\u0644 \u0641\u064a\u0647 \u0627\u0644\u0645\u0647\u0646\u062f\u0633. \u0633\u064a\u0639\u0637\u064a\u0643 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0627\u0644\u062f\u0627\u0626\u0631\u064a \u0627\u0644\u0645\u0648\u0636\u062d \u0623\u062f\u0646\u0627\u0647 \u0641\u0643\u0631\u0629 \u0639\u0646 \u0645\u062f\u0649 \u0623\u0647\u0645\u064a\u0629 \u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629.
\n\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0642\u064a\u064a\u0645\u0647\u0627
\n\u064a\u062a\u0639\u064a\u0646 \u0639\u0644\u0649 \u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0629 \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629. \u0641\u064a \u0645\u062b\u0644 \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u060c \u062a\u0635\u0628\u062d \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0642\u064a\u064a\u0645\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0643\u0645\u064a\u0627\u062a \u0627\u0644\u0647\u0627\u0626\u0644\u0629 \u0648\u062a\u0642\u062f\u064a\u0631 \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a.
\n\u0648\u0645\u0646 \u062b\u0645\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0647\u064a \u0645\u0647\u0627\u0631\u0627\u062a \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0639\u0644\u0645\u0647\u0627 \u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a: \u0646\u062a\u064a\u062c\u0629 F1 \u0644\u0648\u063a\u0627\u0631\u064a\u062a\u0645 \u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0637\u0644\u0642 \u0645\u0635\u0641\u0648\u0641\u0629 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0643 \u062f\u0642\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u062a\u062d\u062a \u0627\u0644\u0645\u0646\u062d\u0646\u0649 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0645\u0631\u0628\u0651\u0639
\n\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0635\u0648\u062a
\n\u064a\u062e\u062a\u0644\u0641 \u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0627 \u0639\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u0623\u0646\u0647 \u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0625\u0644\u0627 \u0639\u0644\u0649 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629. \u0644\u0647\u0630\u0627\u060c \u0641\u0625\u0646 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a: TensorFlow Fourier Transform (FT) \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0645\u0648\u0633\u064a\u0642\u0649
\n\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629
\n\u062a\u0633\u062a\u0647\u062f\u0641 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0648\u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0648\u062a\u0648\u0644\u064a\u0641\u0647\u0627 \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0623\u0641\u0636\u0644 \u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0627\u0644\u0645\u0642\u062f\u0645\u0629. \u0648\u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636\u060c \u062a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0646 \u0645\u0641\u0627\u0647\u064a\u0645 \u0645\u0639\u064a\u0646\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0637\u064a\u0641\u064a \u0644\u0644\u062a\u0631\u062f\u062f \u0627\u0644\u0632\u0645\u0646\u064a \u0627\u0644\u0637\u064a\u0641\u064a\u060c \u0648\u0646\u0638\u0631\u064a\u0629 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u062d\u062f\u0628 \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a (\u0627\u0644\u0646\u0637\u0627\u0642\u0627\u062a\u060c \u0648\u0627\u0644\u0642\u0635\u060c \u0648\u0627\u0644\u0645\u0646\u062d\u0646\u064a\u0627\u062a\u060c \u0648\u0627\u0644\u0634\u0631\u0627\u0626\u062d \u0627\u0644\u0645\u0648\u062c\u064a\u0629\u060c \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643).
\n\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632
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\n\u062a\u062f\u0631\u064a\u0628 DevOps
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