{"id":237145,"date":"2022-04-04T02:11:38","date_gmt":"2022-04-04T01:11:38","guid":{"rendered":"https:\/\/blog.jetbrains.com\/blog\/2022\/03\/21\/looking-at-python-through-the-eyes-of-a-neural-net\/"},"modified":"2022-04-04T02:11:40","modified_gmt":"2022-04-04T01:11:40","slug":"looking-at-python-through-the-eyes-of-a-neural-net","status":"publish","type":"blog","link":"https:\/\/blog.jetbrains.com\/ko\/blog\/2022\/04\/04\/looking-at-python-through-the-eyes-of-a-neural-net\/","title":{"rendered":"\uc2e0\uacbd\ub9dd\uc758 \ub208\uc73c\ub85c Python \ubcf4\uae30"},"content":{"rendered":"

JetBrains\uc758 Python\uc6a9 \uc804\uccb4 \uc904 \ucf54\ub4dc \uc644\uc131 \ud50c\ub7ec\uadf8\uc778<\/a>\uc774 \uc774\uc81c \uacf5\uac1c \ubca0\ud0c0<\/strong>\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \uc774 \ud50c\ub7ec\uadf8\uc778\uc744 \ub9cc\ub4dc\ub294 \ub370 \uc0ac\uc6a9\ub41c \uba87 \uac00\uc9c0 \uae30\uc220\uacfc \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud574 \uc774\uc57c\uae30\ud558\uace0 \uadf8 \uacfc\uc815\uc5d0\uc11c \uc218\uc9d1\ud55c Python \ud504\ub85c\uadf8\ub798\ubc0d\uc5d0 \ub300\ud55c \ud1b5\uacc4 \uc815\ubcf4\ub97c \uacf5\uc720\ud558\ub824\uace0 \ud569\ub2c8\ub2e4.<\/p>\n

‘\uc804\uccb4 \uc904 \ucf54\ub4dc \uc644\uc131’\uc774\ub780 \ubb34\uc5c7\uc77c\uae4c\uc694?<\/h2>\n

\uc785\ub825\ud558\ub824\ub294 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc81c\uc548\ud558\ub294 \ucf54\ub4dc \uc644\uc131\uc5d0\ub294 \uc774\ubbf8 \uc775\uc219\ud558\uc2e4 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub807\uc9c0 \uc54a\ub2e4\uba74, \uc774 \ub0b4\uc6a9\uc744 \ub2e4\ub8ec \uc77c\ub828\uc758 \uc790\ub8cc\ub97c \ud655\uc778\ud574 \ubcf4\uc138\uc694(1<\/a>, 2<\/a>, 3<\/a>, 4<\/a>).<\/p>\n

\uc804\uccb4 \uc904 \ucf54\ub4dc \uc644\uc131\uc740 \ub354 \ud070 \ucf54\ub4dc \uc870\uac01\uc744 \uc81c\uc548\ud558\uc5ec \uc774 \uae30\ub2a5\uc744 \ub354\uc6b1 \ud655\uc7a5\ud569\ub2c8\ub2e4. \ubb34\uc5c7\ubcf4\ub2e4\ub3c4 \uc0ac\uc6a9\uc790 \ub300\uc2e0 \uba54\uc11c\ub4dc \ud638\ucd9c \ub9e4\uac1c\ubcc0\uc218\ub97c \uc785\ub825\ud558\uac70\ub098 \uc624\ub958 \uba54\uc2dc\uc9c0 \ud14d\uc2a4\ud2b8\ub97c \uc791\uc131\ud574\uc90d\ub2c8\ub2e4. UX \uce21\uba74\uc5d0\uc11c \uc77c\ubc18 \ucf54\ub4dc \uc644\uc131\uacfc \uc720\uc0ac\ud558\uba70 \ub3d9\uc77c\ud55c \ud31d\uc5c5\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n

\"\uc774<\/figure>\n

\uadf8\ub7ec\ub098 \uc774 \ud655\uc7a5\ub41c \uc644\uc131 \ud615\uc2dd\uc758 \uc774\uba74\uc5d0 \uc788\ub294 \uae30\uc220\uc740 \uadfc\ubcf8\uc801\uc73c\ub85c \ub2e4\ub985\ub2c8\ub2e4.<\/p>\n

\ud45c\uc900 \ucf54\ub4dc \uc644\uc131\uc740 \uc815\uc801 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud604\uc7ac \uc704\uce58\uc5d0\uc11c \ubcfc \uc218 \uc788\ub294 \ud074\ub798\uc2a4, \uba54\uc11c\ub4dc, \ud544\ub4dc \ubcc0\uc218 \ubc0f \ud0a4\uc6cc\ub4dc\ub97c \ud30c\uc545\ud55c \ub2e4\uc74c \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc801\uc6a9\ud558\uc5ec \uac00\uc7a5 \uc88b\uc740 \uc81c\uc548\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc0ac\uc804\uc5d0 \ud30c\uc545\ub41c \uc9d1\ud569\uc5d0\uc11c \ucd5c\uc120\uc758 \ud56d\ubaa9\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ubd84\ubcc4 \ubaa8\ub378\ub9c1(discriminative modeling)<\/strong>\uc758 \uc608\uc785\ub2c8\ub2e4. \ubc18\uba74\uc5d0 \uc804\uccb4 \uc904 \uc644\uc131\uc740 \uc5ec\ub7ec ‘\ub2e8\uc5b4’\ub85c \uad6c\uc131\ub41c \uc0c8\ub85c\uc6b4 \ucf54\ub4dc \uccad\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ucf54\ub4dc \uc791\uc131\uc774 \ucc3d\uc758\uc801\uc778 \uacfc\uc815\ucc98\ub7fc \ubcf4\uc774\uba70 \ub354 \uacc4\uc0b0 \uc9d1\uc57d\uc801\uc785\ub2c8\ub2e4. \uc774\ub294 \uc0dd\uc131 \ubaa8\ub378\ub9c1(generative modeling)<\/strong>\uc758 \uc608\uc785\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd\uc740 \uc6b0\ub9ac\uac00 \uc0ac\uc6a9\ud558\ub294 \ub610 \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uc0dd\uc131 \ubaa8\ub378\ub9c1 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\uba74 \uc804\uccb4 \uc904 \ucf54\ub4dc \uc644\uc131\uc758 \uc774\uba74\uc5d0\uc11c \uc77c\uc5b4\ub098\ub294 \uc77c\uc744 \uc790\uc138\ud788 \uc18c\uac1c\ud558\uace0 \uc774 \uae30\ub2a5\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc5d0 \ub300\ud55c \uba87 \uac00\uc9c0 \ud765\ubbf8\ub85c\uc6b4 \uce21\uba74\uc744 \ubcf4\uc5ec \ub4dc\uaca0\uc2b5\ub2c8\ub2e4. \uc624\ub298\uc758 \ucd08\uc810\uc740 ‘\uc2e0\uacbd\ub9dd\uc740 \ud504\ub85c\uadf8\ub7a8\uc744 \uc5b4\ub5a4 \uc2dc\uac01\uc73c\ub85c \ubcf4\ub294\uac00?’\uc785\ub2c8\ub2e4.<\/p>\n

\ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \uc791\ub3d9\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ub2e4\uc591\ud55c \uae30\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc6d0\ub798 \uc5b8\uc5b4\uc758 \ub2e8\uc5b4\ub97c \ucc98\ub9ac\ud558\ub294 \ub300\uc2e0, \uc2e0\uacbd\ub9dd\uc740 \ud2b9\uc218 \uc5b4\ud718\uc5d0\uc11c \uac00\uc838\uc628 \ud1a0\ud070 \uc2dc\ud000\uc2a4\ub97c \uc774\uc6a9\ud574 \uc791\ub3d9\ud569\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \ubc14\uc774\ud2b8 \ud398\uc5b4 \uc778\ucf54\ub529<\/strong> \ud504\ub85c\uc138\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5b4\ud718\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4. \uba3c\uc800 \uac04\ub2e8\ud55c \uc601\uc5b4\ub85c \ub41c \uc608\uc2dc\ub97c \uc0b4\ud3b4\ubcf8 \ub2e4\uc74c \uc774\uac83\uc774 Python\uc5d0\uc11c \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc790\uc5f0\uc5b4\uc758 \ubc14\uc774\ud2b8 \ud398\uc5b4 \uc778\ucf54\ub529<\/h2>\n

\uc54c\uace0\ub9ac\uc998\uc740 \ud559\uc2b5 \ub2e8\uacc4\ub97c \uc2dc\uc791\ud560 \ub54c \uc5b4\ud718\ub97c \uad6c\ucd95\ud558\uace0 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ub41c \ud14d\uc2a4\ud2b8\ub85c\ubd80\ud130 \ud1b5\uacc4\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \ud1a0\ud070 \uc138\ud2b8\ub294 \uadf8 \uc774\ud6c4\uc5d0 \ubcc0\uacbd\ub418\uc9c0 \uc54a\uc73c\uba70, \ud65c\uc6a9 \ub2e8\uacc4 \ub3d9\uc548 \uc5b4\ub5a4 \ucc98\ub9ac\ub3c4 \uc218\ud589\ub418\uc9c0 \uc54a\ub3c4\ub85d \uace0\uc815\ub41c \uc0c1\ud0dc\ub85c \uc720\uc9c0\ub429\ub2c8\ub2e4.<\/p>\n

\ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc601\uc5b4\uac00 \ub2e4\uc74c \ubb38\uad6c\ubc16\uc5d0 \uc5c6\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\uc774<\/figure>\n

\uc774 \uc61b \uc9c0\ud61c\ub294 \uc5ec\uc804\ud788 \uc9c4\uc2e4\uc77c \uc218\ub3c4, \uadf8\ub807\uc9c0 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc9c4\uc2e4 \uc5ec\ubd80\uc640 \uad00\uacc4\uc5c6\uc774, \uc5ec\uae30\uc5d0\ub294 \ubc18\ubcf5\ub418\ub294 \ub2e8\uc5b4\uac00 \uc5ec\ub7ec \uac1c \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4 \uc54c\uace0\ub9ac\uc998\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ucd94\uac00 \uc0ac\uc6a9\uc744 \uc704\ud574 \uc5ec\uae30\uc5d0\uc11c \uc5b4\ub5a4 \uc885\ub958\uc758 \ud1a0\ud070\uc744 \uc5bb\uc744 \uc218 \uc788\uc744\uae4c\uc694? \ud559\uc2b5 \ubb38\uc7a5\uc5d0 \uc788\ub294 \ubaa8\ub4e0 \ub2e8\uc77c \ubb38\uc790(\uae30\ud638)\ub85c \ud1a0\ud070 \ubaa9\ub85d\uc744 \ucd08\uae30\ud654\ud569\ub2c8\ub2e4.<\/p>\n

[i, f, y, o, u, a, l, w, s, d, h, t, g, e]<\/strong><\/p>\n

\ucc38\uace0\ub85c, \uc720\ub2c8\ucf54\ub4dc\ub294 \uac01 \ubb38\uc790\ub97c \ub2e8\uc77c \ubc14\uc774\ud2b8\ub85c \ucf54\ub529\ud558\ubbc0\ub85c \uc5ec\uae30\uc11c \uae30\ud638\uc640 \ubc14\uc774\ud2b8\ub294 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/p>\n

\uacf5\ubc31\uc744 \ud3ec\ud568\ud558\uc9c0 \uc54a\ub294 \ub300\uc2e0 \uc774\ub97c \uc790\uc5f0\uc801\uc778 \ud1a0\ud070 \ub098\ub204\uae30\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub0b4\uc6a9\uc740 \ub098\uc911\uc5d0 \uc911\uc694\ud574\uc9c8 \uac81\ub2c8\ub2e4.<\/p>\n

\ucd08\uae30\ud654 \ud6c4\uc5d0\ub294 \uc5b4\ud718\ub97c \ubc18\ubcf5\uc801\uc73c\ub85c \ud655\uc7a5\ud569\ub2c8\ub2e4. \uae30\uc874 \ub450 \ud56d\ubaa9\uc758 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc5f0\uacb0\ud615\uc744 \ucc3e\uc544 \uc774\ub97c \uc0c8 \ud1a0\ud070\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4. \uc774 \uc608\uc5d0\uc11c “you”\uc640 “always”\ub294 \ub124 \ubc88 \ubc18\ubcf5\ub418\uc9c0\ub9cc \uc5b4\ub290 \uac83\ub3c4 \ub450<\/strong> \ud56d\ubaa9\uc758 \uc5f0\uacb0\ud615\uc774 \uc544\ub2c8\uae30 \ub54c\ubb38\uc5d0 \uc544\uc9c1 \ucd94\uac00\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ub2e8\uacc4\ubcc4\ub85c \uc9c4\ud589\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uccab \ubc88\uc9f8 \ud6c4\ubcf4\ub294 “yo”\uc785\ub2c8\ub2e4. \uc0c8 \ud1a0\ud070\uc774 \uc815\uc758\ub418\uba74 \uc774 \ud1a0\ud070\uc740 \ubd84\ud574\ud560 \uc218 \uc5c6\uc73c\uba70 \uac01 \ubd80\ubd84\uc744 \uac1c\ubcc4\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c “ou”\ub294 \u201cyo\u201d\ub97c \ubd84\ud560\ud574\uc57c \ub9cc\ub4e4 \uc218 \uc788\uc73c\ubbc0\ub85c \ud1a0\ud070\uc774 \ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\uc774<\/figure>\n

\ub2e4\ub978 \ube48\ubc88\ud55c \ud1a0\ud070 \uc5f0\uacb0\ud615\uc744 \ucc3e\uc544 \uc5b4\ud718\uc5d0 \ucd94\uac00\ud558\uba74\uc11c \uc774 \ub2e8\uacc4\ub97c \ubc18\ubcf5\ud569\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \ub450 \ubc88\ub9cc \ub098\ud0c0\ub098\ub294 “wh” \ubc0f “at”\uacfc \uac19\uc740 \ub2e4\ub978 \uae30\ud638 \ud398\uc5b4\ub97c \ucc98\ub9ac\ud558\uae30 \uc804\uc5d0 “you” \ubc0f “always”\uc5d0 \ub3c4\ub2ec\ud560 \uac83\uc785\ub2c8\ub2e4. \ud06c\uae30 32(\ud3b8\ub9ac\ud55c 2\uc758 \uac70\ub4ed\uc81c\uacf1)\uc758 \uc5b4\ud718\ub294 \ub2e4\uc74c\uacfc \uac19\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

[i, f, y, o, u, a, l, w, s, d, h, t, g, e, yo, ys, al, ays, ways, you, always, at, wh, what, if, il, id, ot, wil, do, did, ge]<\/strong><\/p>\n

\uc6b0\ub9ac\uac00 \ucd94\uac00\ud558\ub294 \ubaa8\ub4e0 \ud1a0\ud070\uc740 \ub450 \uac1c\uc758 \ub2e4\ub978 \ud1a0\ud070\uc744 \uc5f0\uacb0\ud55c \uac83\uc774\ubbc0\ub85c \uc774\ub97c \ud398\uc5b4<\/strong> \uc778\ucf54\ub529\uc774\ub77c\uace0 \ud569\ub2c8\ub2e4.<\/p>\n

\uc774\uc81c \ud1a0\ud070\uc774 \ubb34\uc5c7\uc778\uc9c0\uc5d0 \ub300\ud55c \uc774\ud574\uc758 \ucc28\uc774\ub85c \uc0dd\uae30\ub294 \uc7a0\uc7ac\uc801\uc778 \ud63c\ub3d9\uc744 \uba85\ud655\ud788 \uc9da\uace0 \ub118\uc5b4\uac08 \ub54c\uc774\uad70\uc694. \uc5b8\uc5b4\uc758 \uc5b4\ud718\uc801 \uc694\uc18c\ub97c ‘\ub2e8\uc5b4’\ub77c\uace0 \ud558\uace0, \ubc14\uc774\ud2b8 \ud398\uc5b4 \uc778\ucf54\ub529\uc744 \ud1b5\ud574 \uc5bb\uc740 \uc5b4\ud718\uc758 \ud56d\ubaa9\uc744 ‘\ud1a0\ud070’\uc774\ub77c\uace0 \ud558\uaca0\uc2b5\ub2c8\ub2e4. \ub2e8\uc5b4\uac00 \uc544\ub2cc \ud1a0\ud070\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4(\uc608: ays<\/code><\/mark>). \ud1a0\ud070\uc774 \uc544\ub2cc \ub2e8\uc5b4\ub3c4 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4(\uc608: will \ubc0f get. \uc774 \ud56d\ubaa9\uc744 \ud3ec\ud568\ud558\uae30 \uc804\uc5d0 \uc5b4\ud718 \uc0dd\uc131\uc744 \uc911\ub2e8\ud568).<\/p>\n

\uc2e0\uacbd\ub9dd\uc740 \uc785\ub825\ub41c \ub0b4\uc6a9\uc744 \ucde8\ud558\uc5ec, \ub2e8\uc5b4\uac00 \uc544\ub2c8\ub77c \ud1a0\ud070\uc73c\ub85c \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ud544\uc694\ud55c \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\ub294 \uc5b4\ud718\uc758 \uaddc\ubaa8\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \ubaa8\ub4e0 \uc5b8\uc5b4 \ub2e8\uc5b4\ub97c \uc0ac\uc6a9\ud558\ub294 \ub300\uc2e0 \uc6d0\ud558\ub294 \uac12\uc73c\ub85c \ud06c\uae30\ub97c \uc81c\ud55c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc785\ub825\uc5d0 \ud3ec\ud568\ub41c \ud1a0\ud070\uc758 \uc591\ub3c4 \ud488\uc9c8\uacfc \uc131\ub2a5\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \uc5f0\uc18d\uc131\uc744 \uc0dd\uc131\ud574\uc57c \ud558\ub294 \ud14d\uc2a4\ud2b8\uc758 \uc870\uac01(“\ucee8\ud14d\uc2a4\ud2b8”\ub77c\uace0 \ud568)\ub9cc \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354 \ub9ce\uc740 \ud655\uc7a5 \ud1a0\ud070\uc744 \uc0ac\uc6a9\ud558\uba74 \ub354 \ud070 \ud14d\uc2a4\ud2b8 \uccad\ud06c\ub97c \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ud589\ud788 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \uc791\uc5c5\ud560 \ub54c \uc774\ub97c \uc704\ud55c \ucd94\uac00 \uc635\uc158\uc774 \uc81c\uacf5\ub429\ub2c8\ub2e4.<\/p>\n

\uc790\uc5f0\uc5b4\uc5d0\uc11c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c<\/h2>\n

\uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc758 \uc791\uc131\uc790\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e8\uc5b4 \uacbd\uacc4\ub97c \ud1a0\ud070 \uac04\uc758 \ud655\uc2e4\ud55c \uacbd\uacc4\ub85c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. “John Smith” \uc2dc\ud000\uc2a4\ub294, \ud2b9\ud788 \ub17c\ud53d\uc158\uc744 \uace0\ub824\ud558\ub294 \uacbd\uc6b0 “Trantor”\ubcf4\ub2e4 \uc601\uc5b4\uc5d0\uc11c \ub354 \uc790\uc8fc \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 “Trantor”\ub294 \ub2e8\uc77c\uc5b4\uc774\uae30 \ub54c\ubb38\uc5d0 \uc774\ub860\uc801\uc73c\ub85c \uc0c1\ub2f9\ud788 \ub9ce\uc740 \uc5b4\ud718\uc5d0\uc11c \ud1a0\ud070\uc774 \ub420 \uae30\ud68c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub450 \ub2e8\uc5b4\ub85c \ub41c “John Smith”\uc5d0\ub294 \uadf8\ub7ec\ud55c \uae30\ud68c\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \uc790\uc5f0\uc5b4\uc758 \ud1a0\ud070\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e8\uc5b4 \uacbd\uacc4\ub97c \ub118\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc758 \uacbd\uc6b0 \ub809\uc11c\uc5d0\uc11c \ud1a0\ud070\uc744 \uc790\uc5f0\uc2a4\ub7fd\uac8c \ubd84\ub9ac\ud569\ub2c8\ub2e4(\ub2e8\uc5b4\ub294 \uacf5\ubc31\uc744 \uc0bd\uc785\ud560 \uc218 \uc788\ub294 \uc704\uce58\uc5d0\uc11c \ub05d\ub0a8). \ubcc0\uc218, \uc0c1\uc218 \ubc0f \uc5b8\uc5b4 \ud0a4\uc6cc\ub4dc\ub294 \ubd84\ub9ac\ub41c \uc0c1\ud0dc\ub85c \uc720\uc9c0\ub429\ub2c8\ub2e4.<\/p>\n

\ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub77c\uba74 \uc6b0\ub9ac\uac00 \ub354 \uc798 \ud560 \uc218 \uc788\uc744 \uac83\uc774\ub77c\uace0 \uc0dd\uac01\ud588\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc758 \uc77c\ubc18\uc801\uc778 Python \uad6c\ubb38\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

for i in range(<\/mark><\/code><\/p>\n

\uc5ec\uae30\uc5d0\ub294 \ub450 \uac1c\uc758 \uc5b8\uc5b4 \ud0a4\uc6cc\ub4dc, \ubcc0\uc218 \ubc0f \ud568\uc218\ub97c \ud3ec\ud568\ud558\uc5ec \ub2e4\uc591\ud55c \uc5b4\ud718 \uc694\uc18c\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub798\ub3c4 \uc81c \uc548\uc5d0 \uc788\ub294 (\ub9e4\uc6b0 \ubbf8\uc219\ud55c) Python \ud504\ub85c\uadf8\ub798\uba38\ub294 for i in range(<\/mark><\/code>\uac00 \uc5b4\ud718\uc758 \ub2e8\uc77c \ud56d\ubaa9\uc774\uc5b4\uc57c \ud55c\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd\uc740 \uc608\uce21\uc744 \uc704\ud574 4~5\ud68c\uac00 \uc544\ub2cc 1\ud68c\uc758 \ubc18\ubcf5 \ucd94\ub860\uc744 \uc2e4\ud589\ud574\uc57c \ud558\ubbc0\ub85c \uc911\uad04\ud638 \ub0b4\uc5d0 \uc788\ub294 \ub0b4\uc6a9\uc5d0 \uc18c\ube44\ub418\ub294 \ub178\ud2b8\ubd81\uc758 \ucef4\ud4e8\ud305 \uc6a9\ub7c9\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc5ec\uae30\uc11c \uc544\uc774\ub514\uc5b4\ub294 \uc5b4\ud718 \uc694\uc18c \ub300\uc2e0 \uc904\ubc14\uafc8\uc73c\ub85c \ud1a0\ud070\uc744 \uc81c\ud55c\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \ubaa9\ud45c\ub294 \uc804\uccb4 \uc904<\/strong> \ucf54\ub4dc \uc644\uc131\uc774\ubbc0\ub85c \uc804\uccb4 \uc904\uc744 \ucd5c\ub300 \ud1a0\ud070\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc790\uc5f0\uc2a4\ub7fd\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc5ec\uae30\uc11c \uc5b4\ud718 \ud06c\uae30 \uc81c\ud55c\uc740 16,384\uc774\uba70, \ud3b8\ub9ac\ud558\uac8c\ub3c4 \ub2e4\uc2dc 2\uc758 \uac70\ub4ed\uc81c\uacf1\uc785\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8\uc758 99.99%\ub97c \ucc28\uc9c0\ud558\ub294 \uc720\ub2c8\ucf54\ub4dc \ubb38\uc790\ub85c \ud504\ub85c\uc138\uc2a4\ub97c \ucd08\uae30\ud654\ud558\uace0 \ud5c8\uc6a9 \ub77c\uc774\uc120\uc2a4\ub85c Python \uc800\uc7a5\uc18c\uc758 \ucc98\ub9ac\ub97c \uc2dc\uc791\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub2e4\uc74c \uc139\uc158\uc5d0\uc11c\ub294 \uac00\uc7a5 \uc778\uae30 \uc788\ub294 16,384\uac1c\uc758 Python \uad6c\uc131\uc5d0 \ub300\ud574 \uc54c\uc544\ubd05\ub2c8\ub2e4.<\/p>\n

\uc5b4\ud718\uc758 \ubb38\uc81c<\/h2>\n

\uc6b0\ub9ac\ub294 \uc5b4\ud718\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \uac80\uc0ac\ud558\uc5ec \uba87 \uac00\uc9c0 \uad6c\uc870\uc801 \ubb38\uc81c\ub97c \ubc1c\uacac\ud588\uc2b5\ub2c8\ub2e4. \ud1b5\uacc4\uc5d0 \ub530\ub974\uba74 \uc77c\ubd80 \ud56d\ubaa9\uc774 \uc788\uc5b4\uc57c \ud558\uc9c0\ub9cc \uc774\ub4e4 \ud56d\ubaa9\uc744 \ud3ec\ud568\ud558\uba74 \uba87 \uac00\uc9c0 \ub2e8\uc810\uc774 \uc0dd\uae41\ub2c8\ub2e4.<\/p>\n

\uccab \ubc88\uc9f8 \ubcf5\ubcd1: \uc911\uad6d\uc5b4<\/h3>\n

\ubc14\uc774\ud2b8 \uc774\ud6c4\uc5d0 \ub098\ud0c0\ub09c 600\uac1c \uc815\ub3c4\uc758 \ud1a0\ud070\uc740 \ub300\ubd80\ubd84 \ud55c\uc790\uc640 \uac19\uc740 \uc778\uae30 \uc788\ub294 \ube44\ub77c\ud2f4 \ubb38\uc790 \uc5b8\uc5b4\uc758 \uc720\ub2c8\ucf54\ub4dc \uae30\ud638\uc600\uc2b5\ub2c8\ub2e4. \uc911\uad6d\uc5b4 \uc790\uccb4\uac00 \ubcf5\ubcd1\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\uac83 \ub9d0\uace0\ub294 \ubb38\uc790\uc758 \uc758\ubbf8\ub294 \ud569\ub9ac\uc801\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n

\uc608\ub97c \ub4e4\uc5b4, \uac00\uc7a5 \uc790\uc8fc \ub098\ud0c0\ub098\ub294 \ud56d\ubaa9\uc740 \u7684<\/mark><\/code>\uc785\ub2c8\ub2e4. \uc774 \uae30\ud638\ub294 \ud754\ud788 \uc601\uc5b4 “s”\uc640 \uc720\uc0ac\ud558\uac8c \uc0ac\uc6a9\ub418\uace0 \uc18c\uc720\uaca9\uc744 \ub098\ud0c0\ub0b4\uba70, \ud1b5\uacc4\uc801\uc73c\ub85c \uac00\uc7a5 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 \ud55c\uc790<\/a>\uc785\ub2c8\ub2e4. \uc77c\ubd80\ub294 \ub370\uc774\ud130\uc138\ud2b8\uc5d0\uc11c \ub9e4\uc6b0 \ub9ce\uc774 \uc0ac\uc6a9\ub418\uc5c8\uc9c0\ub9cc \uc5b8\uc5b4 \uc790\uccb4\uc5d0\uc11c\ub294 \ub35c \uc790\uc8fc \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \u6570<\/mark><\/code> \ubc0f \u7801<\/mark><\/code>\uc740 \uc22b\uc790\uc640 \uad00\ub828\ub418\uace0 \u7f51<\/mark> <\/code>\uc740 ‘\ub124\ud2b8\uc6cc\ud06c’\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \ud504\ub85c\uadf8\ub798\ubc0d \ucee8\ud14d\uc2a4\ud2b8\ub97c \uac10\uc548\ud560 \ub54c \uc5ec\uae30\uc5d0\uc11c \uc774\uc0c1\ud55c \uc810\uc740 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ud638\uac00 \uc5b4\ud718\uc5d0 \ub098\ud0c0\ub09c \uc774\uc720\ub9cc \uc54c\uc544\ub0b4\uba74 \ub429\ub2c8\ub2e4.<\/p>\n

\uc911\uad6d\uc5b4, \ub7ec\uc2dc\uc544\uc5b4, \uc77c\ubcf8\uc5b4, \ud55c\uad6d\uc5b4, \ub54c\ub85c\ub294 \uc544\ub78d\uc5b4\ub97c \ud3ec\ud568\ud55c \ube44\ub77c\ud2f4 \ubb38\uc790\ub294 Python docstring\uc5d0\uc11c \uac00\uc838\uc635\ub2c8\ub2e4. \ub180\ub78d\uac8c\ub3c4 \uc0ac\ub78c\ub4e4\uc740 \uc885\uc885 \ubaa8\uad6d\uc5b4\ub85c \ubb38\uc11c\ub97c \uc791\uc131\ud569\ub2c8\ub2e4.<\/p>\n

\ube44\ub77c\ud2f4 \ubb38\uc790\ub97c \uc5b4\ud718\uc5d0 \ud3ec\ud568\ud558\uba74 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc758 \ub354 \uc778\uae30 \uc788\ub294 \uad6c\ubb38\uc73c\ub85c \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uacf5\uac04\uc744 \ud574\ub2f9 \ubb38\uc790\uac00 \ucc28\uc9c0\ud558\ubbc0\ub85c \uc774\uc810\ubcf4\ub2e4 \ub2e8\uc810\uc774 \ub354 \ub9ce\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc790\ub97c \uc0ac\uc6a9\ud558\uba74 Python\uc5d0\uc11c \ud5c8\uc6a9\ub418\ub294 \uc720\ub2c8\ucf54\ub4dc \ubcc0\uc218 \uc774\ub984\uc744 \ub354 \uc798 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc0ac\ub78c\ub4e4\uc740 \uc774\ub97c \uac70\uc758 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc73c\uba70 \uc8fc\ub85c \ucf54\ub4dc \ub09c\ub3c5\ud654\uc5d0 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n

\ub450 \ubc88\uc9f8 \ubcf5\ubcd1: \ub4e4\uc5ec\uc4f0\uae30<\/h3>\n

return<\/code>\uacfc \uac19\uc774 \uc904\uc758 \uc2dc\uc791 \ubd80\ubd84\uc5d0\uc11c \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub294 \ud0a4\uc6cc\ub4dc\uc5d0 \ub300\ud55c \uc5b4\ud718\ub97c \uac80\uc0c9\ud558\uba74 \ub610 \ub2e4\ub978 \ubc18\uac11\uc9c0 \uc54a\uc740 \ud604\uc0c1\uc774 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/p>\n

return<\/mark><\/code>
        return<\/mark><\/code>
    return<\/mark><\/code>
                return<\/mark><\/code>
return<\/mark><\/code><\/p>\n

(\uadf8\ub9ac\uace0 \uc790\uc8fc \ub098\ud0c0\ub098\ub294 \ub2e4\ub978 \ud56d\ubaa9)<\/p>\n

\uc911\uc694\ud55c return \ubb38 \uc870\uac01\uc774 \uc120\ud589\ud558\ub294 \uc628\uac16 \ub4e4\uc5ec\uc4f0\uae30\uc640 \ud568\uaed8 \ub098\ud0c0\ub098\ubbc0\ub85c \uc5b4\ud718\uc5d0\uc11c \ub2e4\uc74c \ud1a0\ud070\uc758 \uc5ec\ub7ec \ubcf5\uc0ac\ubcf8\uc744 \uc5bb\uac8c \ub429\ub2c8\ub2e4.<\/p>\n

return self.<\/mark><\/code>
return True<\/mark><\/code>
return False<\/mark><\/code>
return 0<\/mark><\/code>
return None<\/mark><\/code><\/p>\n

\uc774\ub7ec\ud55c \ubcf5\uc0ac\ubcf8\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc740 \uc2e4\uc6a9\uc801\uc774\uc9c0 \uc54a\uc740 \uac83\ucc98\ub7fc \ubcf4\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucf54\ub4dc \uc644\uc131\uc744 \ud638\ucd9c\ud560 \ub54c \uce90\ub7ff\uc774 \uc904\uc758 \uc2dc\uc791 \ubd80\ubd84\uc5d0 \uc788\ub294 \uacbd\uc6b0\ub294 \uac70\uc758 \uc5c6\uc2b5\ub2c8\ub2e4. IDE\ub294 \ub4e4\uc5ec\uc4f0\uae30\ub97c \ucd94\uc801\ud558\ubbc0\ub85c, \uc0ac\uc6a9\uc790\ub294 \uc774\ubbf8 \uc62c\ubc14\ub978 \uc704\uce58\uc5d0\uc11c return\uc744 \uc785\ub825\ud558\uae30 \uc2dc\uc791\ud558\uac8c \ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc120\ud589 \uacf5\ubc31\uc774 \uc788\ub294 return \ubb38\uc774 \uc0ac\uc6a9\ub420 \uac00\ub2a5\uc131\uc740 \ubb34\uc2dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub2e4\ub978 \ud55c\ud3b8\uc73c\ub85c, \ucee8\ud14d\uc2a4\ud2b8\uc758 \uae38\uc774\uac00 \uc808\uc57d\ub429\ub2c8\ub2e4. \ub4e4\uc5ec\uc4f0\uae30\ub41c \ubaa8\ub4e0 return\uc740 \uc5ec\ub7ec \uac1c\uac00 \uc544\ub2cc \ud558\ub098\uc758 \ud1a0\ud070\uc77c \uac83\uc785\ub2c8\ub2e4.<\/p>\n

Import \ubb38<\/h3>\n

\uc6b0\ub9ac\ub97c \uace0\ubbfc\ud558\uac8c \ub9cc\ub4e0 \ub610 \ub2e4\ub978 \ubb38\uc81c\ub294 TensorFlow, PyTorch \ubc0f Django\uc640 \uac19\uc740 \uc8fc\uc694 \ud504\ub808\uc784\uc6cc\ud06c\uc640 \uad00\ub828\ub41c import \ubb38\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

from tensorflow.python.framework import ops<\/mark><\/code>
from django.conf import settings<\/mark><\/code><\/p>\n

\uc774\ub7ec\ud55c import \ubb38\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud30c\uc77c\ub2f9 \ud55c \ubc88 \ub098\ud0c0\ub098\uba70 \uc2dc\uc791 \ubd80\ubd84\uc5d0 \uac00\uae4c\uc774 \uc788\ub294 \uac83\uc774 \ubcf4\ud1b5\uc785\ub2c8\ub2e4. \ub610\ud55c \ubcf4\ud1b5\uc758 \ucf54\ub4dc \uc644\uc131 \ubc0f \uc790\ub3d9 \uac00\uc838\uc624\uae30 \uba54\ucee4\ub2c8\uc998\uc73c\ub85c\ub3c4 \ubaa9\uc801\uc744 \ucda9\ubd84\ud788 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud55c\ud3b8, \uc774\ubc88\uc5d0\ub3c4 \ucf54\ub4dc \uc644\uc131 \uc81c\uc548\uc744 \uc0dd\uc131\ud560 \ub54c \ub354 \ud070 \ucf54\ub4dc \uccad\ud06c\ub97c \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae34 import \ubb38\uc774 \ud1a0\ud070\uc73c\ub85c \ud544\uc694\ud55c\uc9c0 \uc5ec\ubd80\uc5d0 \ub300\ud574\uc11c\ub294 \uc5ec\uc804\ud788 \uc0dd\uac01\ud574\ubcfc \ubb38\uc81c\uc785\ub2c8\ub2e4.<\/p>\n

\ub370\uc774\ud130 \uc0b4\ud3b4\ubcf4\uae30<\/h3>\n

\uc774 \uc139\uc158\uc758 \ud575\uc2ec \uc694\uc9c0<\/strong>\ub294 \ub370\uc774\ud130\uc758 \uc2dc\uac01\uc801 \uac80\uc0ac\uac00 \uac16\ub294 \uc911\uc694\uc131\uc77c \uac83\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f ML \uae30\ubc18 \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \ub098\uc628 \uc911\uac04 \uacb0\uacfc\uc5d0\ub294, \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ubb34\uc2dc\ub418\uc9c0\ub9cc \uc778\uac04 \uc804\ubb38\uac00\uc5d0\uac8c\ub294 \ubc14\ub85c \uc9c0\uc801\ub418\ub294 \uc2dc\uc2a4\ud15c \ubb38\uc81c\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud1b5\uacc4 + \uacbd\ud5d8\uc801 \uc9c0\uc2dd\uc774 \ud1b5\uacc4\ubcf4\ub2e4 \ud6e8\uc52c \ub098\uc740 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc790\uc8fc \uc0ac\uc6a9\ub418\ub294 \uae30\ud638 \uc30d<\/h2>\n

\uc544\ub798\ub85c \uc2a4\ud06c\ub864\ud558\uba74 \ub9c8\uce68\ub0b4 2\uac1c\uc758 \uae30\ud638 \uc870\ud569\uc774 \ubcf4\uc785\ub2c8\ub2e4. \uc774 \uc870\ud569\uc774 \ubaa9\ub85d\uc758 \ub9e8 \uc704\uc5d0 \uc624\ub978 \uc774\uc720\ub97c \uc54c\uc544\ubcf4\ub294 \uc77c\uc740 \ub9e4\uc6b0 \ud765\ubbf8\ub86d\uc2b5\ub2c8\ub2e4. \uc5b4\ub5a4 \uc870\ud569\uc740 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uc5b8\uc5b4 \ud0a4\uc6cc\ub4dc\uc5d0\uc11c \ube44\ub86f\ub41c \ubc18\uba74, \uc5b4\ub5a4 \uc870\ud569\uc740 \uba85\uba85 \uaddc\uce59 \ubc0f \ud504\ub85c\uadf8\ub798\ubc0d \uc2b5\uad00\uc774 \ub9cc\ub4e4\uc5b4\ub0b8 \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/p>\n

Python\uc5d0\uc11c \uac00\uc7a5 \ube48\ubc88\ud558\uac8c \ub098\ud0c0\ub098\ub294 2\uac1c\uc758 \uae30\ud638 \uc870\ud569\uc774 \ubb54\uc9c0 \uc608\uc0c1\ub418\uc2dc\ub098\uc694(\ubb3c\ub860 \uc774\uc911 \uacf5\ubc31\uc740 \uc81c\uc678\ud558\uace0)? \ubc14\ub85c \uc27c\ud45c+\uacf5\ubc31\uc785\ub2c8\ub2e4(\uc608: , <\/mark><\/code>). \ub0a9\ub4dd\uc774 \uac00\ub294 \uacb0\uacfc\uc8e0! \ub2e4\uc74c \ub0b4\uc6a9\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n

se<\/mark><\/code>\ub294 \uc8fc\ub85c self.<\/mark><\/code>\uc5d0\uc11c \ud30c\uc0dd\ub429\ub2c8\ub2e4. \uc0ac\uc2e4, self.<\/mark><\/code>\ub294 \uac00\uc7a5 \ube48\ubc88\ud55c 5\uac1c \uae30\ud638 \uc870\ud569\uc774\uba70 \ub9e8 \uc704\uc5d0 \uc798 \uc624\ub974\ub294 \ud1a0\ud070\uc785\ub2c8\ub2e4. \uc774 \uc870\ud569\uc740 \uadf8 \uc548\uc5d0 \ud3ec\ud568\ub41c \uc2dc\ud000\uc2a4\ub97c \uc81c\uc678\ud558\uba74 \ub300\ubd80\ubd84\uc758 2\uac1c \uae30\ud638 \ubc0f \ubaa8\ub4e0 3\uac1c \uae30\ud638 \uc2dc\ud000\uc2a4\ubcf4\ub2e4 \uc0c1\uc704\ub97c \ucc28\uc9c0\ud569\ub2c8\ub2e4.
in<\/mark><\/code> Yay! for i in range(<\/code>
re<\/mark><\/code>\ub294 \ub300\ubd80\ubd84 return<\/code>\uc5d0\uc11c \ud30c\uc0dd\ub429\ub2c8\ub2e4.
on<\/mark><\/code>\uc740 \ud765\ubbf8\ub85c\uc6b4 \uc0ac\ub840\uc785\ub2c8\ub2e4. \ub9ce\uc740 \ubcc0\uc218, \ud544\ub4dc, \uc2ec\uc9c0\uc5b4 \ud074\ub798\uc2a4 \uc774\ub984\uc774 “tion”, “cion” \ub610\ub294 “sion”\uc73c\ub85c \ub05d\ub0a9\ub2c8\ub2e4. \uadf8 \uc678\uc5d0 \uc911\uc694\ud55c \ub450 \uac00\uc9c0\ub85c “None”\uacfc “json”\uc774 \uc788\uc2b5\ub2c8\ub2e4.
te<\/mark><\/code>\ub294 \ucc98\uc74c\uc5d0\ub294 \ud30c\uc545\uc774 \ub418\uc9c0 \uc54a\uc9c0\ub9cc \uc5b4\ud718\ub97c \ub354 \uc0b4\ud3b4\ubcf4\uba74 “test”\ub77c\ub294 \ub2e8\uc5b4\uac00 \ub2e4\uc591\ud55c \uc870\ud569\uc73c\ub85c \ub9ce\uc774 \uc4f0\uc778\ub2e4\ub294 \uac83\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \u201cdate,\u201d \u201ctext,\u201d \u201cstate,\u201d \u201cwrite\u201d \ubc0f \uc5b4\ub514\uc11c\ub098 \ubcfc \uc218 \uc788\ub294 \u201citems\u201d\uc640 \uac19\uc740 \ub2e8\uc5b4\ub3c4 \uc774 \ud1a0\ud070\uc758 \ube48\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.
\uc0ac\uc2e4 = <\/mark><\/code>\ub3c4 \ub9ce\uc774 \ubcf4\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc21c\uc11c\ub97c \ubc14\uafe8\uc744 \ub54c  =<\/mark><\/code>\ub294 \uadf8\ub9cc\ud07c \ube48\ubc88\ud788 \ub098\ud0c0\ub098\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8 \ube48\ub3c4 \uc218\uc758 \ucc28\uc774\ub294 != \uc5f0\uc0b0\uc790\uc758 \ube48\ub3c4 \uc218\ubcf4\ub2e4 \ud655\uc2e4\ud788 \ud07d\ub2c8\ub2e4.
or<\/mark><\/code>\ub294 or<\/code>, for<\/code> \ubc0f import<\/code>\uc640 \uac19\uc740 \uc8fc\uc694 \uc5b8\uc5b4 \ud0a4\uc6cc\ub4dc\uc5d0\uc11c \ub300\ubd80\ubd84 \ud30c\uc0dd\ub429\ub2c8\ub2e4.<\/p>\n

\ubcf5\uc7a1\ud55c \uae30\ud638 \uc870\ud569<\/h2>\n

\uacbd\uacc4\ub97c \ub118\ub294 \ud1a0\ud070<\/h3>\n

\uaf64 \uc778\uae30 \uc788\ub294 \ub450 \uac00\uc9c0 \ud1a0\ud070\uc778 s[<\/mark><\/code>  \ubc0f s.append(<\/mark><\/code>\ub294 Python\uc5d0\uc11c \ubaa9\ub85d\uc774 \uc5b4\ub5bb\uac8c \uc0ac\uc6a9\ub418\ub294\uc9c0 \uc644\ubcbd\ud558\uac8c \uc124\uba85\ud574\uc90d\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ubaa9\ub85d\uc758 \uc774\ub984\uc5d0\ub294 days, goods, items, lines\uc640 \uac19\uc740 \ubcf5\uc218\ud615 \uba85\uc0ac\uac00 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1a0\ud070\uc740 \ud1b5\uacc4\uc758 \ud798\uacfc \uac00\uce58\ub97c \uc798 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ucf54\ub4dc\uc5d0\uc11c \uc601\uc5b4 \uad6c\uc0ac \ud328\ud134\uc744 \ud45c\ud604\ud558\uae30 \uc704\ud574 Python \uc5b4\ud718 \uc694\uc18c\uc758 \uacbd\uacc4\ub97c \ub118\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/p>\n

range \ubb38<\/h3>\n

\uc804\uccb4 \uc904 \ud1a0\ud070\uc744 \uc18c\uac1c\ud558\uba70 \uc5b8\uae09\ud588\ub358 range \ubb38\uc73c\ub85c \ub3cc\uc544\uac00 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ub2e8\uc5b4\uac00 \uc5b4\ud718\uc5d0 \ub4e4\uc5b4 \uc788\ub098\uc694? \uc0ac\uc2e4 \uc774 \ub2e8\uc5b4\ub294 \ub2e4\uc74c\uc5d0\uc11c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

for i in range(<\/mark><\/code><\/p>\n

\ub610\ud55c \ub9ce\uc774 \uc774\uc6a9\ub418\ub294 \ub354 \uae34 \ubb38\uc7a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

for i in range(len(<\/mark><\/code><\/p>\n

\ucc38\uace0\ub85c, i\ub294 \uc798 \uc54c\ub824\uc9c4 \uc720\uc77c\ud55c \uce74\uc6b4\ud130 \uc774\ub984\uc785\ub2c8\ub2e4. j \ubc0f k\uc640 \uac19\uc740 \ub2e4\ub978 \uc774\ub984\uc740 \uc0c1\uc704\uc5d0 \uc624\ub974\uc9c0 \ubabb\ud569\ub2c8\ub2e4.<\/p>\n

Return \ubb38<\/h3>\n

\ud504\ub85c\uadf8\ub798\uba38\ub4e4\uc740 \ud568\uc218\uc758 \uacb0\uacfc\ub85c \ubb34\uc5c7\uc744 \uc0ac\uc6a9\ud560\uae4c\uc694? \ub2e4\uc74c\uc758 \ube48\ub3c4\ub294 \ub180\ub784 \uc77c\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n

return False<\/mark><\/code>
return True<\/mark><\/code>
return None<\/mark><\/code><\/p>\n

\uc774 \uc138 \ud56d\ubaa9\uc758 \ube48\ub3c4\ub294 \uc11c\ub85c \ube44\uc2b7\ud558\uc9c0\ub9cc \ubaa8\ub450 return self<\/mark><\/code>\ubcf4\ub2e4 \uc544\ub798\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ub610 \ud558\ub098\uc758 \ud1a0\ud070\uc740 return 0<\/mark><\/code>\uc785\ub2c8\ub2e4. 1, 2 \ub610\ub294 \ub2e4\ub978 \uc22b\uc790\ub294 \ud1b5\uacc4\uc5d0\uc11c \ubcfc \uc218 \uc788\uc744 \ub9cc\ud07c \uc790\uc8fc \uc0ac\uc6a9\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8 \uc678\uc5d0 \ud765\ubbf8\ub85c\uc6b4 \ub2e8\uc5b4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

return []<\/mark><\/code>
return super(<\/mark><\/code>
return data<\/mark><\/code>
return value<\/mark><\/code>
return not<\/mark><\/code>
return len(self.<\/mark><\/code><\/p>\n

return len(<\/code>\ub294 \uc0ac\uc804\uc5d0 \uc5c6\uae30 \ub54c\ubb38\uc5d0 \ub9c8\uc9c0\ub9c9 \ud1a0\ud070\uc740 return <\/mark><\/code> \ubc0f len(self.<\/mark><\/code>\ub97c \uacb0\ud569\ud558\uc5ec \uc5bb\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n

\ud074\ub798\uc2a4<\/h3>\n

class \ub2e8\uc5b4\uc640 \uc870\ud569\ub41c \ub2e8\uc5b4 \uc911\uc5d0 \uc0c1\uc704 16,384\uac1c\uc5d0 \ub4e4\uc5b4\uac08 \ub9cc\ud07c \uc778\uae30 \uc788\ub294 \uac83\uc774 \uc788\uc744\uae4c\uc694? \ub2e8\uc5f0 \ub208\uc5d0 \ub744\ub294 \uc0c1\uc704 \ub2e8\uc5b4\ub294 class Test<\/mark><\/code>\ub85c, \uc21c\uc704\uac00 \ub9e4\uc6b0 \ub192\uc2b5\ub2c8\ub2e4. \uac19\uc740 \ud615\ud0dc\uc758 \uc870\ud569\uc774\uc9c0\ub9cc \ub2e4\uc74c \ub450 \uc870\ud569\uc740 \uc774\ubcf4\ub2e4 \ub9ce\uc774 \ub4a4\ucc98\uc838 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

class Meta:<\/mark><\/code>
class Base<\/mark><\/code><\/p>\n

class<\/code>\ub97c \ud3ec\ud568\ud558\ub294 \ub2e4\ub978 \uc758\ubbf8 \uc788\ub294 \ud1a0\ud070\uc740 \ud074\ub798\uc2a4 \uc774\ub984\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n

classifier<\/mark><\/code>
classification<\/mark><\/code>
issubclass(<\/mark><\/code>
@classmethod<\/mark><\/code>
Base class for<\/mark><\/code><\/p>\n

\ub9c8\uc9c0\ub9c9 \ub450 \uac00\uc9c0\ub294 \ubb38\uc11c\uc5d0\uc11c \uac00\uc838\uc628 \uac83\uc785\ub2c8\ub2e4.<\/p>\n

\uacb0\ub860<\/h2>\n

\uc2e0\uacbd\ub9dd\uc740 \uc5b4\ud718\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \ud504\ub85c\uadf8\ub7a8\uc744 \ub098\ud0c0\ub0b4\uace0 \uc81c\uc548\uc744 \uad6c\uc131\ud569\ub2c8\ub2e4. \ucf54\ub4dc \uc0dd\uc131 \uc54c\uace0\ub9ac\uc998\uc740 \ud5a5\ud6c4 \ub2e4\ub978 \uc790\ub8cc\uc5d0\uc11c \uc8fc\uc81c\ub85c \ub2e4\ub8f0 \uc608\uc815\uc774\uba70, \ud504\ub85c\uadf8\ub7a8 \ud45c\ud604\uc740 \ud604\uc7ac \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

Python \ucf54\ub4dc\uc758 \uac04\ub2e8\ud55c \uc870\uac01\uc744 \uac00\uc838\uc640 \ud1a0\ud06c\ub098\uc774\uc800\ub97c \uc2e4\ud589\ud558\uba74 \uc2e0\uacbd\ub9dd\uc774 \ud558\ub294 \ub3d9\uc77c\ud55c \uacb0\uacfc\ub97c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\"\uc774<\/figure>\n

\ud1a0\ud06c\ub098\uc774\uc800\ub294 \uc774 3\uac1c\uc758 \uc904\uc744 15\uac1c\uc758 \ud1a0\ud070\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. GPT-2 \uae30\ubc18 \ubaa8\ub378\uc740 \ucd5c\ub300 1,024\uac1c \ud56d\ubaa9\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac \ubaa8\ub378\uc740 \ucd5c\ub300 384\uac1c\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ud55c \uc904\uc758 \uc911\uc559\uac12 \uae38\uc774\ub294 \uc6b0\ub9ac \ud559\uc2b5 \uc138\ud2b8\uc5d0\uc11c \ud1a0\ud070 10\uac1c\ub85c, \uc704\uc758 \uc608\ubcf4\ub2e4 \uc57d\uac04 \ub354 \uae41\ub2c8\ub2e4. \ud574\ub2f9 \ubaa8\ub378\uc740 \uc608\uce21\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 40\uc904 \ubbf8\ub9cc\uc758 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc0ac\uc6a9\ud55c\ub2e4\uace0 \ucd94\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774 \uc608\ub294 \ub610\ud55c \uc2e0\uacbd\ub9dd\uc758 ‘\uc0ac\uace0 \ubc29\uc2dd’\uc774 \uc778\uac04\uacfc \uc5bc\ub9c8\ub098 \ub2e4\ub978\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uccab \ubc88\uc9f8 \uc904\uacfc \ub450 \ubc88\uc9f8 \uc904\uc758 args<\/code>\uac00 \ub3d9\uc77c\ud558\ub2e4\uace0 \uc774\ud574\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc54c\uace0\ub9ac\uc998\uc740 \ub450 \uac1c\ub97c \ub2e4\ub974\uac8c \ubcf4\uace0, \uc2ec\uc9c0\uc5b4 \ub450 \ubc88\uc9f8 \ub2e8\uc5b4\ub294 \ubd84\ud574\ud569\ub2c8\ub2e4. \uc774\ub294 \uc124\uacc4\uc5d0\uc11c \uc758\ub3c4\ub41c \uac83\uc785\ub2c8\ub2e4.<\/p>\n

Python\uc6a9 \uc804\uccb4 \uc904 \ucf54\ub4dc \uc644\uc131 \ud50c\ub7ec\uadf8\uc778 \uc0ac\uc6a9\ud574\ubcf4\uae30<\/h2>\n

\ud1a0\ud070 \uc5b4\ud718\ub97c \ud0d0\uc0c9\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc7ac\ubbf8\uc788\ub294 \uc77c\uc9c0\ub9cc, \uc774\ub97c \uac1c\ubc1c\ud558\ub294 \uac83\uc740 \ub354 \ub192\uc740 \uc218\uc900\uc758 \uc81c\ud488 \ubaa9\ud45c\ub97c \ud5a5\ud574 \ub098\uc544\uac00\ub294 \ud558\ub098\uc758 \ub2e8\uacc4\uc77c \ubfd0\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc2e0\uacbd\ub9dd\uc774 \ucf54\ub4dc\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95<\/a>, \uadf8\ub9ac\uace0 \uc0ac\uc6a9\uc790\uc758 \ub7a9\ud1b1 \uc0ac\uc591\uc5d0 \ub9de\uac8c \uadf8 \uc131\ub2a5\uc744 \uc870\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uae30\uc220\uc801\uc778 \uc774\uc57c\uae30\ub97c \uc55e\uc73c\ub85c \ub354 \ub9ce\uc774 \uc18c\uac1c\ud560 \uacc4\ud68d\uc785\ub2c8\ub2e4.<\/p>\n

\uadf8\ub3d9\uc548 \uc5ec\ub7ec\ubd84\uc740 \uc800\ud76c\uc758 \uc791\uc5c5 \uacb0\uacfc\ubb3c\uc778 Python\uc6a9 \uc804\uccb4 \uc904 \ucf54\ub4dc \uc644\uc131 \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud574\ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n

https:\/\/plugins.jetbrains.com\/plugin\/14823-full-line-code-completion<\/a><\/p>\n

\uac8c\uc2dc\ubb3c \uc6d0\ubb38 \uc791\uc131\uc790<\/em><\/p>\n\n

\n
\n
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\n \"\"\n <\/div>\n
\n <\/div>\n <\/div>\n <\/div>\n <\/div>\n","protected":false},"author":964,"featured_media":234735,"comment_status":"closed","ping_status":"closed","template":"","categories":[623,5108],"tags":[603,3252],"cross-post-tag":[6951,6419],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog\/237145"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/users\/964"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/comments?post=237145"}],"version-history":[{"count":7,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog\/237145\/revisions"}],"predecessor-version":[{"id":237153,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/blog\/237145\/revisions\/237153"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media\/234735"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media?parent=237145"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/categories?post=237145"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/tags?post=237145"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/cross-post-tag?post=237145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}