{"id":1752,"date":"2019-12-31T18:13:51","date_gmt":"2019-12-31T18:13:51","guid":{"rendered":"https:\/\/mehdisalimi.ir\/?p=1752"},"modified":"2020-07-03T19:14:44","modified_gmt":"2020-07-03T19:14:44","slug":"python","status":"publish","type":"post","link":"https:\/\/mehdisalimi.ir\/?p=1752","title":{"rendered":"\u062a\u0648\u0632\u06cc\u0639\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0622\u0646\u0686\u0647 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u06cc\u0645"},"content":{"rendered":"

\u0648\u0642\u062a\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0632\u0628\u0627\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u062f\u0631 \u0648\u0627\u0642\u0639 \u06cc\u06a9 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0639\u0638\u06cc\u0645 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0686\u0627\u0631\u0686\u0648\u0628\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0645\u0627\u0645\u06cc \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u0627\u0645\u0627 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0645\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0628\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0645\u0627\u0698\u0648\u0644\u200c \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 (Python runtime) \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u067e\u0631\u0648\u0698\u0647 \u062e\u0627\u0635\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u0622\u0646 \u0647\u0633\u062a\u06cc\u062f \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062f\u0627\u0631\u0646\u062f.<\/span>
\n\u0628\u0627 \u0627\u06cc\u0646 \u0645\u0642\u062f\u0645\u0647 \u0628\u0647 \u0633\u0631\u0627\u063a \u0645\u0639\u0631\u0641\u06cc \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u0631\u0648\u06cc\u0645 \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u06cc\u06a9 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f (CPython) \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u0635\u0648\u0635 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u0639\u062a (PyPy) \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0631\u062e\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062e\u0627\u0635\u200c\u0645\u0646\u0638\u0648\u0631\u0647 \u062f\u0627\u0631\u0646\u062f (Anaconda\u060c ActivePython) \u0648 \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628 \u062a\u062c\u0631\u0628\u0647 \u062f\u0631 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u06af\u0627\u0645 (PyCopy, MesaPy) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span>
\n<\/span>
\n\"\"<\/span>
\nCPython<\/strong><\/a><\/span>
\nCPython \u0645\u0631\u062c\u0639 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0633\u062e\u0647\u200c\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0632 \u062a\u0645\u0627\u0645 \u0627\u0645\u06a9\u0627\u0646\u0627\u062a \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0622\u0646 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f \u0648 \u0628\u0647 \u0634\u06a9\u0644 \u0628\u0647\u06cc\u0646\u0647\u200c \u0634\u062f\u0647\u200c\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u062a\u06cc\u0645 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 CPython \u0631\u0627 \u0628\u0647 \u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0633\u0627\u0632\u06af\u0627\u0631\u062a\u0631\u06cc\u0646 \u0648 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062a\u0631\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0632 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f. \u0648\u0642\u062a\u06cc \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0648 \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0627 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u06cc\u0634 \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u0635\u0631\u0641 \u0648 \u0633\u0627\u06cc\u0631 \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0645\u0644\u0627\u06a9 \u0639\u0645\u0644 \u0628\u0627\u0634\u062f\u060c CPython \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0627\u0634\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c CPython \u0628\u0631\u0627\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f \u0628\u0647 \u0628\u0646\u06cc\u0627\u062f\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0634\u06a9\u0644 \u0645\u0645\u06a9\u0646 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u0646\u062f \u0645\u0641\u06cc\u062f \u0627\u0633\u062a.<\/span>
\n\u0628\u0647\u200c\u200c\u0637\u0648\u0631 \u0645\u062b\u0627\u0644\u060c \u0632\u0645\u0627\u0646\u06cc\u200c\u06a9\u0647 CPython \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0645\u062d\u06cc\u0637 \u0645\u062c\u0627\u0632\u06cc \u0628\u0627\u06cc\u062f \u06a9\u0627\u0631 \u0648 \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0635\u0631\u0641 \u06a9\u0646\u06cc\u062f \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0633\u0627\u06cc\u0631 \u062a\u0648\u0632\u06cc\u0639\u200c\u0647\u0627 (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0646\u0645\u0648\u0646\u0647 Anaconda) \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u062d\u06cc\u0637 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0627 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc CPython<\/strong><\/span>
\nCPython \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0633\u0627\u06cc\u0631 \u0648\u06cc\u0631\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u0634\u0648\u062f \u0631\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0646\u062f\u0627\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u062e\u0628\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 JIT (\u062f\u0631 \u0622\u0646 \u0648\u0627\u062d\u062f)\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0634\u062a\u0627\u0628\u200c\u062f\u0647\u0646\u062f\u0647 \u0631\u06cc\u0627\u0636\u06cc \u0648 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u062b\u0627\u0644\u062b \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0646\u06cc\u0633\u062a. \u0627\u06af\u0631 \u0686\u0647 \u0634\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0647\u0645\u0647 \u0627\u06cc\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062e\u0648\u062f \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0627\u0645\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0648 \u0647\u0645\u0631\u0627\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0646\u062e\u0648\u0627\u0647\u0646\u062f \u0628\u0648\u062f. \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0637\u0631\u0627\u062d\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0635\u0648\u0631\u062a \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a \u062a\u0627 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0641\u0631\u0627\u0647\u0645 \u0634\u062f\u0647 \u0648 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0628\u0631\u0627\u06cc CPython \u0641\u0631\u0627\u0647\u0645 \u0634\u0648\u062f \u062a\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u0631\u062c\u0639 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062e\u062f\u0645\u062a\u200c\u0631\u0633\u0627\u0646\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0631 \u0646\u0648\u0639 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0631\u0639\u0647\u062f\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0627\u0633\u062a. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c CPython \u062a\u0646\u0647\u0627 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0628\u0633\u062a\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a Pip \u0633\u0627\u06cc\u0631 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0645\u062e\u0632\u0646 PyPI \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u0648 \u0646\u0635\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span><\/p>\n

Cpython<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nAnaconda Python<\/strong><\/a><\/span>
\nAnaconda \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u06a9\u0647 \u0628\u0647 \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u062d\u0645\u0627\u06cc\u062a \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u062e\u062f\u0645\u0627\u062a\u200c\u062f\u0647\u0646\u062f\u0647 \u062a\u062c\u0627\u0631\u06cc \u06a9\u0647 \u0627\u0632 \u062e\u062f\u0645\u0627\u062a \u0633\u0637\u062d \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f. \u0627\u0635\u0644\u06cc\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f Anaconda Python \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0631\u06cc\u0627\u0636\u06cc\u060c \u0622\u0645\u0627\u0631\u060c \u0645\u0647\u0646\u062f\u0633\u06cc\u060c \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0627\u0633\u062a.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 Anaconda Python<\/strong><\/span>
\n\u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u062e\u06cc\u0644\u06cc \u0627\u0632 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0631 \u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0648 \u0639\u0644\u0645\u06cc\u200c \u067e\u0627\u06cc\u062a\u0648\u0646 (SciPy, NumPy, Numba \u0648 \u0646\u0638\u0627\u06cc\u0631 \u0622\u0646) \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0633\u0627\u06cc\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0631\u0627 \u0646\u06cc\u0632 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f. \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u062f\u0631 \u0646\u062d\u0648\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u0627\u062c\u0632\u0627 \u0628\u0647 \u0634\u06cc\u0648\u0647 \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0627\u0632 \u0633\u0627\u06cc\u0631 \u062a\u0648\u0632\u06cc\u0639\u200c\u0647\u0627 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0639\u062f \u0627\u0632 \u0646\u0635\u0628\u060c \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u062f\u0633\u06a9\u062a\u0627\u067e\u06cc (Anaconda Navigator) \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u06a9 \u0631\u0627\u0628\u0637 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0628\u0647 \u062a\u0645\u0627\u0645 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0645\u062d\u06cc\u0637 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u060c \u0628\u0647\u200c\u0631\u0648\u0632 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0646 \u0622\u0646\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631 \u0628\u0627 \u0622\u0646\u200c\u0647\u0627 \u0628\u0627 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0631\u0627\u062d\u062a\u200c\u062a\u0631 \u0627\u0632 CPython \u0627\u0633\u062a.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc Anaconda Python<\/strong><\/span>
\n\u0627\u0632 \u0622\u0646\u200c\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u0634\u0627\u0645\u0644 \u062a\u0639\u062f\u0627\u062f \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a \u0648 \u062d\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u06a9\u0645\u06cc\u200c \u06a9\u0627\u0631 \u0628\u06cc\u0634\u062a\u0631 \u062a\u0639\u062f\u0627\u062f \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0646\u06cc\u0632 \u0646\u0635\u0628 \u06a9\u0631\u062f\u060c \u062d\u062c\u0645 \u06cc\u06a9 \u0646\u0635\u0628 \u06a9\u0646\u0646\u062f\u0647 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 CPython \u0628\u0627\u0634\u062f. \u06cc\u06a9 \u0646\u0635\u0628\u200c\u06a9\u0646\u0646\u062f\u0647 \u067e\u0627\u06cc\u0647 CPython \u0686\u06cc\u0632\u06cc \u062f\u0631 \u062d\u062f\u0648\u062f \u06f1\u06f0\u06f0 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a \u062d\u062c\u0645 \u062f\u0627\u0631\u062f\u060c \u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0646\u0635\u0628\u200c\u06a9\u0646\u0646\u062f\u0647 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0686\u0646\u062f \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u0628\u0631\u0633\u062f. \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0628\u0627 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0645\u0646\u0627\u0628\u0639 \u0645\u0648\u0627\u062c\u0647 \u0647\u0633\u062a\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0646\u0635\u0628 Miniconda \u0627\u0633\u062a\u060c \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u062e\u0644\u0627\u0635\u0647 \u0634\u062f\u0647 \u0627\u0632 \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u06a9\u0647 \u062a\u0646\u0647\u0627 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0628\u0631\u0627\u06cc \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0648 \u0627\u062c\u0631\u0627 \u0631\u0627 \u062f\u0627\u0631\u062f.<\/span><\/p>\n

Anaconda Python<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nActivePython<\/strong><\/a><\/span>
\nActivePython \u0647\u0645\u0627\u0646\u0646\u062f \u0622\u0646\u0627\u06a9\u0648\u0646\u062f\u0627 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0634\u0631\u06a9\u062a \u062a\u062c\u0627\u0631\u06cc \u0628\u0647\u200c\u0646\u0627\u0645 ActiveState \u062a\u0648\u0644\u06cc\u062f \u0648 \u0646\u06af\u0647\u200c\u062f\u0627\u0631\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0627\u0632 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647 (Komodo IDE) \u0631\u0627 \u0628\u0647 \u0628\u0627\u0632\u0627\u0631 \u0639\u0631\u0636\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 ActivePython<\/strong><\/span>
\nActivePython \u0628\u0627 \u0647\u062f\u0641 \u062e\u062f\u0645\u0627\u062a\u200c\u0631\u0633\u0627\u0646\u06cc \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0648 \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0627\u0633\u062a. \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u06cc \u06a9\u0647 \u0642\u0635\u062f \u062f\u0627\u0631\u0646\u062f \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f\u060c \u0627\u0645\u0627 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0646\u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f \u062a\u0644\u0627\u0634 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0635\u0631\u0641 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0646\u0646\u062f. ActivePython \u0627\u0632 \u0645\u062f\u06cc\u0631 \u0628\u0633\u062a\u0647 pip \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u0686\u0646\u062f \u0635\u062f \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u062a\u062f\u0627\u0648\u0644 \u062f\u06cc\u06af\u0631 \u0627\u0632 \u062c\u0645\u0644\u0647 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062b\u0627\u0644\u062b Intel Math Kernel Library \u0631\u0627 \u0647\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc ActivePython<\/strong><\/span>
\n\u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0636\u0639\u0641 \u062f\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0627\u062f\u0627\u0631\u0647 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0648\u0627\u0628\u0633\u062a\u0647 \u062f\u0631 ActivePython \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0647 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u062c\u062f\u06cc\u062f\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0628\u0627 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 (\u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u062b\u0627\u0644\u060c TensorFlow) \u0627\u0631\u062a\u0642\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u062f \u0628\u0627\u06cc\u062f \u0646\u0635\u0628\u200c\u06a9\u0646\u0646\u062f\u0647 ActivePython \u0631\u0627 \u0647\u0645 \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u06cc\u062f. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0639\u0647 \u0628\u0627\u06cc\u062f \u0631\u0648\u06cc \u0646\u0633\u062e\u0647 \u062e\u0627\u0635\u06cc \u0627\u0632 \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f \u0628\u0627\u0639\u062b \u0628\u0631\u0648\u0632 \u0645\u0634\u06a9\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/span><\/p>\n

ActivePython<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nPyPy<\/strong><\/a><\/span>
\nPyPy \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0645\u0641\u0633\u0631 CPython \u0627\u0632 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 JIT \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u0627\u062c\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0631 \u0627\u0633\u0627\u0633 \u06a9\u0627\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u0627\u0633\u062a\u060c \u0646\u062a\u06cc\u062c\u0647 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u06af\u0641\u062a\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0628\u0631\u0627\u0646\u06af\u06cc\u0632\u062f.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 PyPy<\/strong><\/span>
\n\u06cc\u06a9 \u0634\u06a9\u0627\u06cc\u062a \u0631\u0627\u06cc\u062c \u062f\u0631 \u0645\u0648\u0631\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0627\u0635 CPython\u060c \u0645\u0633\u0626\u0644\u0647 \u0633\u0631\u0639\u062a \u0627\u0633\u062a. \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u06cc\u0644\u06cc \u06a9\u0646\u062f\u062a\u0631 \u0627\u0632 \u0633\u06cc (\u06af\u0627\u0647\u06cc \u0627\u0648\u0642\u0627\u062a \u0635\u062f\u0647\u0627 \u0628\u0627\u0631 \u06a9\u0646\u062f\u062a\u0631) \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f. PyPy \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0633\u0631\u06cc\u0639 (JIT) \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0645\u0627\u0634\u06cc\u0646 \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0647 \u0634\u06a9\u0644\u06cc \u06a9\u0647 \u0628\u0639\u0636\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641 \u062a\u0627 \u06f5\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0647\u062a\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0645\u0648\u0636\u0648\u0639 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0686\u0646\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u06cc \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631 \u0627\u0636\u0627\u0641\u06cc \u0646\u062f\u0627\u0631\u06cc\u062f. \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a PyPy \u0631\u0627 \u0628\u0627 CPython \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u06cc\u0634\u062a\u0631 \u06a9\u0627\u0631\u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc PyPy<\/strong><\/span>
\nPyPy \u0647\u0645\u06cc\u0634\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u0628\u0627 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u062d\u0636 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u06a9\u0647 \u0628\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0633\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f (\u0645\u062b\u0644 NumPy)\u060c \u0627\u06cc\u0646 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0631\u0627 \u0646\u062f\u0627\u0631\u0646\u062f \u062a\u0627 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0631\u0627\u0628\u0637\u200c\u0647\u0627\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc CPython \u0639\u0645\u0644 \u06a9\u0646\u0646\u062f. \u0627\u06af\u0631 \u0686\u0647 \u062f\u0631 \u0637\u06cc \u0632\u0645\u0627\u0646 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 PyPy \u062a\u0648\u0627\u0646\u0633\u062a\u0647\u200c\u0627\u0646\u062f \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0631\u0627 \u0628\u0631\u0637\u0631\u0641 \u06a9\u0646\u0646\u062f\u060c \u0627\u0645\u0627 \u0647\u0646\u0648\u0632 \u0647\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0633\u06cc \u0628\u0627 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0645\u0648\u0627\u062c\u0647 \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u0636\u0639\u0641 \u0627\u062d\u062a\u0645\u0627\u0644\u06cc \u062f\u06cc\u06af\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f PyPy \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u062d\u06cc\u0637 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 \u0627\u0633\u062a. \u0645\u062d\u06cc\u0637 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0647\u0633\u062a\u0647 CPython \u062f\u0631 \u0648\u06cc\u0646\u062f\u0648\u0632\u060c \u0628\u0647 \u0627\u0633\u062a\u062b\u0646\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u060c \u062f\u0631 \u062d\u062f\u0648\u062f \u06f4 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 PyPy runtime \u062f\u0631 \u062d\u062f\u0648\u062f \u06f3\u06f2 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a \u062d\u062c\u0645 \u062f\u0627\u0631\u062f.<\/span><\/p>\n

PyPy Python<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nJython<\/strong><\/a><\/span>
\n\u0645\u0627\u0634\u06cc\u0646 \u0645\u062c\u0627\u0632\u06cc \u062c\u0627\u0648\u0627 (JVM) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062d\u06cc\u0637 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 (runtime) \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062c\u0627\u0648\u0627 \u0628\u0647 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u06cc\u06af\u0631\u06cc \u0627\u0632 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u062e\u062f\u0645\u062a\u200c\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0641\u0647\u0631\u0633\u062a \u0628\u0644\u0646\u062f \u0628\u0627\u0644\u0627\u06cc\u06cc \u0634\u0627\u0645\u0644 Groovy, Scala, Clojure, Kotlin \u0648 \u0647\u0645\u06cc\u0646 \u0637\u0648\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062a\u062d\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0627\u06cc \u0628\u0647\u200c\u0646\u0627\u0645 Jython \u0627\u06cc\u0646 \u0648\u0638\u06cc\u0641\u0647 \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 Jython<\/strong><\/span>
\nJython \u06a9\u062f\u0647\u0627\u06cc Python 2.x \u0631\u0627 \u0628\u0647 JVM bytecode \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 JVM \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 Jython \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0632 \u0647\u0645\u062a\u0627\u06cc CPython \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0627\u0644\u0628\u062a\u0647 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0647\u0645\u06cc\u0634\u06af\u06cc \u0646\u06cc\u0633\u062a. \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0645\u0632\u06cc\u062a\u06cc \u06a9\u0647 Jython \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0645\u06a9\u0627\u0631\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u062c\u0627\u0648\u0627 \u0627\u0633\u062a. \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062c\u0627\u0648\u0627 \u062d\u062a\u06cc \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0647\u0645 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u062a\u0631 \u0627\u0633\u062a.<\/span>
\n\u0627\u062c\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 JVM \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0632 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0639\u0638\u06cc\u0645\u06cc\u200c \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0686\u0627\u0631\u0686\u0648\u0628\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0633\u062a\u0646\u062f \u0628\u0647 \u0633\u0631\u0627\u063a \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0648\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. \u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631\u060c Jython \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062c\u0627\u0648\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc Jython<\/strong><\/span>
\n\u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0646\u0642\u0637\u0647 \u0636\u0639\u0641 Jython \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0646\u0647\u0627 \u0627\u0632 \u0646\u0633\u062e\u0647 \u06f2\u066bx \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06f3\u066bx \u062f\u0631 \u062f\u0633\u062a \u0627\u0642\u062f\u0627\u0645 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0645\u0634\u062e\u0635 \u0646\u06cc\u0633\u062a \u0686\u0647 \u0632\u0645\u0627\u0646\u06cc \u062a\u06a9\u0645\u06cc\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0646\u06a9\u062a\u0647 \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0622\u0646 \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06af\u0631 \u0686\u0647 Jython \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 JVM \u0645\u06cc\u200c\u0622\u0648\u0631\u062f\u060c \u0627\u0645\u0627 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0646\u062f\u0631\u0648\u06cc\u062f \u0646\u0645\u06cc\u200c\u0622\u0648\u0631\u062f \u0648 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0627\u0646\u062f\u0631\u0648\u06cc\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n

Jython<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nIronPython<\/strong><\/a><\/span>
\nIronPython \u0627\u0645\u06a9\u0627\u0646 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u062f\u0627\u062a\u200c\u0646\u062a \u06cc\u0627 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0632\u0628\u0627\u0646 \u0645\u0634\u062a\u0631\u06a9 (CLR) \u0633\u0631\u0646\u0627\u0645 Common Language Runtime \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. IronPython \u0627\u0632 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0632\u0628\u0627\u0646 \u0645\u0634\u062a\u0631\u06a9 \u067e\u0648\u06cc\u0627 (DLR) \u0633\u0631\u0646\u0627\u0645 Dynamic Language Runtime \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0641\u0631\u0627\u0647\u0645 \u06a9\u0646\u062f \u0628\u0627 \u0647\u0645\u0627\u0646 \u0633\u0637\u062d \u0627\u0632 \u067e\u0648\u06cc\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 CPython \u0642\u0627\u0628\u0644 \u0627\u0646\u062c\u0627\u0645 \u0627\u0633\u062a \u0627\u062c\u0631\u0627 \u0634\u0648\u0646\u062f.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 IronPython<\/strong><\/span>
\nIronPython \u0646\u06cc\u0632 \u0647\u0645\u0627\u0646\u0646\u062f Jython \u06cc\u06a9 \u067e\u0644 \u0627\u0633\u062a. \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u0622\u0646 \u06a9\u0627\u0631\u06a9\u0631\u062f\u067e\u0630\u06cc\u0631\u06cc \u0645\u0634\u062a\u0631\u06a9 \u0628\u06cc\u0646 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u062f\u0627\u062a\u200c\u0646\u062a \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u06a9\u062f\u0647\u0627\u06cc \u062f\u0627\u062a\u200c\u0646\u062a \u0631\u0627 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc IronPython \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u06a9\u0631\u062f.<\/span>
\n\u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0646\u06cc\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u062a\u0627 \u06a9\u062f\u0647\u0627\u06cc IronPython \u0631\u0627 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u06a9\u0631\u062f \u0648 \u062f\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc IronPython<\/span>
\nIronPython \u0646\u06cc\u0632 \u0645\u062b\u0644 Jython \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u062a\u0646\u0647\u0627 \u0627\u0632 \u0646\u0633\u062e\u0647 \u06f2\u066bx \u067e\u0627\u06cc\u062a\u0648\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0645\u0627 \u062a\u06cc\u0645 \u062a\u0648\u0633\u0639\u0647 \u0645\u0634\u063a\u0648\u0644 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc IronPython 3.x \u0647\u0633\u062a\u0646\u062f.<\/span><\/p>\n

IronPython<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nWinPython<\/strong><\/a><\/span>
\n\u0647\u0645\u0627\u0646\u200c\u06af\u0648\u0646\u0647 \u06a9\u0647 \u0627\u0632 \u0646\u0627\u0645 \u0627\u06cc\u0646 \u062a\u0648\u0632\u06cc\u0639 \u067e\u06cc\u062f\u0627 \u0627\u0633\u062a\u060c WinPython \u06cc\u06a9 \u062a\u0648\u0632\u06cc\u0639 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648\u06cc\u0646\u062f\u0648\u0632 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0648\u06cc\u0631\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 CPython \u0628\u0631\u0627\u06cc \u0648\u06cc\u0646\u062f\u0648\u0632 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0637\u0631\u0627\u062d\u06cc \u0646\u0634\u062f\u0647 \u0628\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648\u06cc\u0646\u062f\u0648\u0632 \u062f\u0634\u0648\u0627\u0631 \u0628\u0648\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u062a\u0645\u0627\u0645 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647\u0631\u0647\u200c\u0645\u0646\u062f \u0634\u0648\u0646\u062f. \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0648\u06cc\u0646\u062f\u0648\u0632\u06cc CPython \u0628\u0647 \u0645\u0631\u0648\u0631 \u0632\u0645\u0627\u0646 \u0628\u0647\u0628\u0648\u062f \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u060c \u0627\u0645\u0627 WinPython \u0647\u0645\u0686\u0646\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646\u0627\u062a\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u062f\u0631 CPython \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 WinPython<\/strong><\/span>
\n\u062c\u0630\u0627\u0628\u06cc\u062a \u0627\u0635\u0644\u06cc WinPython \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0645\u0633\u062a\u0642\u0644 \u0627\u0632 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u0648 \u0646\u06cc\u0627\u0632\u06cc \u0646\u062f\u0627\u0631\u062f \u0631\u0648\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0646\u0635\u0628 \u0634\u0648\u062f\u060c \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a \u0622\u0646\u200c\u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u067e\u0648\u0634\u0647 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0646\u06a9\u062a\u0647 \u0645\u062b\u0628\u062a \u0628\u0631\u0627\u06cc \u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0646\u0635\u0628 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0634\u062e\u0635 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f \u0645\u0641\u06cc\u062f \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c WinPython \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 (NumPy\u060c Pandas\u060c SciPy\u060c Matplotlib \u0648 \u063a\u06cc\u0631\u0647) \u0631\u0627 \u06af\u0631\u062f\u0622\u0648\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06af\u0630\u0631\u0627\u0646\u062f\u0646 \u0645\u0631\u0627\u062d\u0644 \u0627\u0636\u0627\u0641\u06cc \u0646\u0635\u0628 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627 \u0627\u0632 \u0622\u200c\u0646\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u0632 \u0622\u0646\u200c\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062e\u06cc\u0644\u06cc \u0627\u0632 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0648\u06cc\u0646\u062f\u0648\u0632\u06cc \u0628\u0647 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 C\/C++ \u0645\u062c\u0647\u0632 \u0646\u06cc\u0633\u062a\u0646\u062f \u0648 \u062e\u06cc\u0644\u06cc \u0627\u0632 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 \u0622\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f\u060c WinPython \u0627\u06cc\u0646 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc WinPython<\/strong><\/span>
\n\u06cc\u06a9 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a WinPython \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062d\u062c\u06cc\u0645 \u0628\u0627\u0634\u062f.<\/span>
\n\u0628\u0631\u0627\u06cc \u063a\u0644\u0628\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c \u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646 WinPython \u0628\u0631\u0627\u06cc \u0647\u0631 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0627\u0632 \u0622\u0646 \u06cc\u06a9 \u0646\u0633\u062e\u0647 zero \u0641\u0631\u0627\u0647\u0645 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u062a\u0646\u0647\u0627 \u0645\u0648\u0644\u0641\u0647\u200c\u0647\u0627\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u06cc\u0646 \u062a\u0648\u0632\u06cc\u0639 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0628\u0647 \u0622\u0646 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f.<\/span><\/p>\n

WinPython<\/span><\/a><\/span><\/p>\n

\"\"<\/span>
\nPython Portable<\/strong><\/a><\/span>
\nPython Portable \u06cc\u06a9 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06ccCPython \u062f\u0631 \u06cc\u06a9 \u0628\u0633\u062a\u0647 \u0645\u0633\u062a\u0642\u0644 \u0627\u0633\u062a. \u062a\u0648\u0632\u06cc\u0639 \u0641\u0648\u0642 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u0631\u0627\u06cc\u06af\u0627\u0646 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 PortableDevApps \u0627\u0633\u062a.<\/span>
\n\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 Python Portable<\/strong><\/span>
\nPython Portable \u0646\u06cc\u0632 \u0634\u0627\u0645\u0644 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 (NumPy\u060c Pandas \u060cSciPy\u060c Matplotlib \u0648 \u063a\u06cc\u0631\u0647) \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062a\u0648\u0632\u06cc\u0639 \u0646\u06cc\u0632 \u0647\u0645\u0627\u0646\u0646\u062f WinPython \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0646\u0635\u0628 \u0631\u0648\u06cc \u0645\u06cc\u0632\u0628\u0627\u0646 \u0648\u06cc\u0646\u062f\u0648\u0632\u06cc \u0646\u062f\u0627\u0631\u062f \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0646\u200c\u0631\u0627 \u062f\u0631 \u0647\u0631 \u067e\u0648\u0634\u0647 \u06cc\u0627 \u062f\u0631\u0627\u06cc\u0648 \u0642\u0627\u0628\u0644 \u062d\u0645\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f. \u06cc\u06a9 \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 (Spyder IDE) \u0648 \u0645\u062f\u06cc\u0631 \u0628\u0633\u062a\u0647 pip \u067e\u0627\u06cc\u062a\u0648\u0646 \u0646\u06cc\u0632 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647\u060c \u062d\u0630\u0641 \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f.<\/span>
\n\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc Python Portable<\/strong><\/span>
\n\u0628\u0631\u062e\u0644\u0627\u0641 WinPython\u060c Python Portable \u0628\u0647 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 C++\/C \u0645\u062c\u0647\u0632 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a. \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062f\u0647\u0627\u06cc \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0628\u0627 Cython (\u0648 \u0622\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u0633\u06cc \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f) \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u06a9\u0627\u0645\u067e\u0627\u06cc\u0644\u0631 C \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u0646\u062f.<\/span><\/p>\n

Python Portable<\/span><\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

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\u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f\u060c \u0627\u0645\u0627 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0645\u0647 \u06a9\u0627\u0631\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0628\u0647 \u062a\u0639\u062f\u0627\u062f\u06cc \u0645\u0627\u0698\u0648\u0644\u200c \u0632\u0645\u0627\u0646…<\/p>\n","protected":false},"author":1,"featured_media":1761,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[458,6,2175],"tags":[476,475,474,479,478,477,381,481,480,382,473],"class_list":["post-1752","post","type-post","status-publish","format-standard","has-post-thumbnail","category-__","category-6","category-2175","tag-activepython","tag-anaconda-python","tag-cpython","tag-ironpython","tag-jython","tag-pypy","tag-python","tag-python-portable","tag-winpython","tag-382","tag-473"],"yoast_head":"\n\u062a\u0648\u0632\u06cc\u0639\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0648 \u0622\u0646\u0686\u0647 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u06cc\u0645 - \u0633\u06cc\u062f \u0645\u0647\u062f\u06cc \u0633\u0644\u06cc\u0645\u06cc<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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