GitHub ื”ืื˜ ื’ืขืขืคื ื˜ ื“ื™ื•ื•ืขืœืึทืคึผืžืึทื ืฅ ืื™ืŸ ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืคึฟืึทืจ ืงืึธื“ ื–ื•ื›ืŸ ืื•ืŸ ืึทื ืึทืœื™ืกื™ืก

ื’ื™ื˜ื”ื•ื‘ ื‘ืึทืงืขื ืขื  ืคึผืจื•ื™ืขืงื˜ CodeSearchNet, ื•ื•ืึธืก ื”ืื˜ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืžืึธื“ืขืœืก ืื•ืŸ ื“ืึทื˜ืŸ ืฉื˜ืขืœื˜ ื ื™ื™ื˜ื™ืง ืคึฟืึทืจ ืคึผืึทืจืกื™ื ื’, ืงืœืึทืกืึทืคื™ื™ื™ื ื’ ืื•ืŸ ืึทื ืึทืœื™ื™ื–ื™ื ื’ ืงืึธื“ ืื™ืŸ ืคืึทืจืฉื™ื“ืŸ ืคึผืจืึธื’ืจืึทืžืžื™ื ื’ ืฉืคึผืจืึทื›ืŸ. CodeSearchNet, ืขื ืœืขืš ืฆื• ื™ืžืึทื’ืขื ืขื˜, ื›ื•ืœืœ ืึท ื’ืจื•ื™ืก ื–ืึทืžืœื•ื ื’ ืคื•ืŸ ืงืึธื“ ืกื ื™ืคึผืึทืฅ ืžื™ื˜ ืึทื ืึทื˜ื™ื™ืฉืึทื ื– ื•ื•ืึธืก ืคืึธืจืžืึทืœื™ื–ื™ืจืŸ ื•ื•ืึธืก ื“ื™ ืงืึธื“ ื˜ื•ื˜. ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืคึฟืึทืจ ื˜ืจื™ื™ื ื™ื ื’ ืžืึธื“ืขืœืก ืื•ืŸ ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ื ื™ืฆืŸ CodeSearchNet ื–ืขื ืขืŸ ื’ืขืฉืจื™ื‘ืŸ ืื™ืŸ Python ืžื™ื˜ ื“ื™ Tensorflow ืคืจื™ื™ืžื•ื•ืขืจืง ืื•ืŸ ืคื•ื ืื ื“ืขืจื’ืขื˜ื™ื™ืœื˜ ื“ื•ืจืš ืื•ื ื˜ืขืจ ื“ื™ MIT ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ.

ื•ื•ืขืŸ ืงืจื™ื™ื™ื˜ื™ื ื’ CodeSearchNet, ื ืึทื˜ื™ืจืœืขืš ืฉืคึผืจืึทืš ื˜ืขืงืกื˜ ืคึผืึทืจืกื™ื ื’ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜, ื•ื•ืึธืก ืึทืœืึทื•ื– ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืกื™ืกื˜ืขืžืขืŸ ืฆื• ื ืขืžืขืŸ ืื™ืŸ ื—ืฉื‘ื•ืŸ ื ื™ื˜ ื‘ืœื•ื™ื– ืกื™ื ื˜ืึทืงื˜ื™ืง ืคึฟืขื™ึดืงื™ื™ื˜ืŸ, ืึธื‘ืขืจ ืื•ื™ืš ื“ื™ ื˜ื™ื™ึทื˜ืฉ ืคื•ืŸ ื“ื™ ืึทืงืฉืึทื ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ื“ื•ืจืš ื“ื™ ืงืึธื“. ื“ื™ ื’ื™ื˜ื”ื•ื‘ ืกื™ืกื˜ืขื ื’ืขื•ื•ืขื ื“ื˜ ืื™ืŸ ื™ืงืกืคึผืขืจืึทืžืึทื ืฅ ืื•ื™ืฃ ืึธืจื’ืึทื ื™ื™ื–ื™ื ื’ ืกืขืžืึทื ื˜ื™ืง ืงืึธื“ ื–ื•ื›ืŸ ื ื™ืฆืŸ ืงื•ื•ื™ืจื™ื– ืื•ื™ืฃ ื ืึทื˜ื™ืจืœืขืš ืฉืคึผืจืึทืš (ืœืžืฉืœ, ื•ื•ืขืŸ ืื™ืจ ื‘ืขื˜ืŸ "ืกืึธืจื˜ื™ื ื’ ืึท ืจืฉื™ืžื” ืคื•ืŸ ืกื˜ืจื™ื ื’ืก", ืงืึธื“ ืžื™ื˜ ื“ื™ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืคื•ืŸ ื“ื™ ืงืึธืจืึทืกืคึผืึทื ื“ื™ื ื’ ืึทืœื’ืขืจื™ื“ืึทืžื– ืื™ื– ื’ืขื•ื•ื™ื–ืŸ).

ื“ื™ ืคืืจื’ืขืœื™ื™ื’ื˜ ื“ืึทื˜ืึทืกืขื˜ ื™ื ืงืœื•ื“ื– ืžืขืจ ื•ื•ื™ 2 ืžื™ืœื™ืึธืŸ ืงืึธื“-ืงืึธืžืขื ื˜ืึทืจ ืคึฟืึทืจื‘ื™ื ื“ื•ื ื’ืขืŸ, ืฆื•ื’ืขื’ืจื™ื™ื˜ ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ ื“ื™ ืžืงื•ืจ ื˜ืขืงืกืฅ ืคื•ืŸ ื™ื’ื–ื™ืกื˜ื™ื ื’ ืึธืคึฟืŸ ืœื™ื™ื‘ืจืขืจื™ื–. ื“ืขืจ ืงืึธื“ ืงืึธื•ื•ืขืจืก ื“ื™ ื’ืึทื ืฅ ืžืงื•ืจ ื˜ืขืงืกื˜ ืคื•ืŸ ื™ื—ื™ื“ ืคืึทื ื’ืงืฉืึทื ื– ืึธื“ืขืจ ืžืขื˜ื”ืึธื“ืก, ืื•ืŸ ื“ื™ ื‘ืึทืžืขืจืงื•ื ื’ ื‘ืืฉืจื™ื™ื‘ื˜ ื“ื™ ืึทืงืฉืึทื ื– ื’ืขื˜ืืŸ ื“ื•ืจืš ื“ื™ ืคึฟื•ื ืงืฆื™ืข (ื“ื™ื˜ื™ื™ืœื“ ื“ืึทืงื™ื•ืžืขื ื˜ื™ื™ืฉืึทืŸ ืื™ื– ืฆื•ื’ืขืฉื˜ืขืœื˜). ื“ืขืจื•ื•ื™ื™ึทืœ, ื“ืึทื˜ืึทืกืขืฅ ื–ืขื ืขืŸ ืฆื•ื’ืขื’ืจื™ื™ื˜ ืคึฟืึทืจ Python, JavaScript, Ruby, Go, Java ืื•ืŸ PHP. ื‘ื™ื™ืฉืคื™ืœืŸ ื–ืขื ืขืŸ ืฆื•ื’ืขืฉื˜ืขืœื˜ ืคื•ืŸ ื ื™ืฆืŸ ื“ื™ ืคืืจื’ืขืœื™ื™ื’ื˜ ื“ืึทื˜ืึทืกืขืฅ ืคึฟืึทืจ ื˜ืจื™ื™ื ื™ื ื’ ืคืึทืจืฉื™ื“ืŸ ื˜ื™ื™ืคึผืก ืคื•ืŸ ื ืขื•ืจืึทืœ ื ืขื˜ื•ื•ืึธืจืงืก, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜ ื ืขื•ืจืึทืœ-ื–ืึทืง-ืคื•ืŸ-ื•ื•ืขืจื˜ืขืจ, RNN, ื–ื™ืš-ืื›ื˜ื•ื ื’ (ื‘ืขืจื˜) ืื•ืŸ 1D-CNN + ื–ื™ืš-ื•ืคืžืขืจืงื–ืึทืžืงื™ื™ื˜ ื”ื™ื‘ืจื™ื“.

ืฆื• ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ื ืึทื˜ื™ืจืœืขืš ืฉืคึผืจืึทืš ื–ื•ื›ืŸ ืžืขืงืึทื ื™ื–ืึทืžื–, ืึท ืกื›ื•ื ืคื•ืŸ CodeSearchNet Challenge ืื™ื– ืื•ื™ืš ืฆื•ื’ืขื’ืจื™ื™ื˜, ืึทืจื™ื™ึทื ื’ืขืจืขื›ื ื˜
99 ื˜ื™ืคึผื™ืฉ ืคึฟืจืื’ืŸ ืžื™ื˜ ื•ื•ืขื’ืŸ 4 ืขืงืกืคึผืขืจื˜ ืึทื ืึทื˜ื™ื™ืฉืึทื ื– ื“ื™ืกืงืจื™ื™ื‘ื™ื ื’ ื“ื™ ืžืขืจืกื˜ ืžืกืชึผืžื ืงืึธื“ ื‘ื™ื™ื ื“ื™ื ื’ื– ืื™ืŸ ื“ื™ ืงืึธื“ืขืกืขืึทืจื˜ืฉื ืขื˜ ืงืึธืจืคึผื•ืก ื“ืึทื˜ืึทื‘ื™ื™ืก, ืงืึทื•ื•ืขืจื™ื ื’ ื•ื•ืขื’ืŸ 6 ืžื™ืœื™ืึธืŸ ืžืขื˜ื”ืึธื“ืก ืื•ืŸ ืคืึทื ื’ืงืฉืึทื ื– (ืฉื˜ืขืœืŸ ื’ืจื™ื™ืก ื•ื•ืขื’ืŸ 20 ื’ื™ื’ืื‘ื™ื™ื˜). ื“ื™ ืงืึธื“ืขืกืขืึทืจื˜ืฉื ืขื˜ ื˜ืฉืึทืœืึทื ื“ื–ืฉ ืงืขื ืขืŸ ื“ื™ื ืขืŸ ื•ื•ื™ ืึท ื‘ืขื ื˜ืฉืžืึทืจืง ืคึฟืึทืจ ื™ื•ื•ืึทืœื™ื•ื™ื™ื˜ื™ื ื’ ื“ื™ ื™ืคืขืงื˜ื™ื•ื•ื ืึทืก ืคื•ืŸ ื–ื™ื›ืขืจ ืžืขื˜ื”ืึธื“ืก ืคึฟืึทืจ ื–ื•ื›ืŸ ื ืึทื˜ื™ืจืœืขืš ืฉืคึผืจืึทืš ืงืึธื“. ื ื™ืฆืŸ ืžื›ืฉื™ืจื™ื ืงื•ื‘ืขืคืœืึธื•ื• ืฆื•ื’ืขื’ืจื™ื™ื˜
ื‘ื™ื™ึทืฉืคึผื™ืœ ืงืึธื“ ื–ื•ื›ืŸ ืžืึธื˜ืึธืจ.

ืžืงื•ืจ: opennet.ru

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’