!pip install zipline<\/code><\/pre>\n4.3 \uae30\ubcf8\uc801\uc778 \ubc31\ud14c\uc2a4\ud2b8 \ucf54\ub4dc \uc791\uc131<\/h3>\n
\ub2e4\uc74c\uc758 \ucf54\ub4dc\ub294 \uc9d1\ub77c\uc778\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\ubcf8\uc801\uc778 \ubc31\ud14c\uc2a4\ud2b8 \ub8e8\ud2f4\uc744 \uc124\uc815\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4:<\/p>\n
import zipline\nfrom zipline.api import order, record, symbol\nfrom zipline import run_algorithm\n\ndef initialize(context):\n context.asset = symbol('AAPL') # \uc560\ud50c \uc8fc\uc2dd \uc120\ud0dd\n\ndef handle_data(context, data):\n # \uac04\ub2e8\ud55c \ub9e4\ub9e4 \uc804\ub7b5 \uad6c\ud604 (\uc608: \uc885\uac00\uac00 \uc774\ub3d9\ud3c9\uade0\uc744 \ucd08\uacfc\ud560 \ub54c \ub9e4\uc218)\n if data.current(context.asset, 'price') > data.history(context.asset, 'price', bar_count=20, frequency=\"1d\").mean():\n order(context.asset, 10) # 10\uc8fc \ub9e4\uc218\n record(AAPL=data.current(context.asset, 'price'))\n\nstart = pd.Timestamp('2020-01-01', tz='utc')\nend = pd.Timestamp('2021-01-01', tz='utc')\n\nrun_algorithm(start=start, end=end, initialize=initialize, handle_data=handle_data, capital_base=10000)\n<\/code><\/pre>\n5. \uacb0\uacfc \ubd84\uc11d<\/h2>\n
\ubc31\ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub97c \ubd84\uc11d\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc9d1\ub77c\uc778\uc5d0\uc11c\ub294 \ub2e4\uc591\ud55c \uc9c0\ud45c\ub97c \ud1b5\ud574 \uc804\ub7b5\uc758 \uc131\uacfc\ub97c \ud3c9\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubd84\uc11d\ud574\uc57c \ud560 \uc9c0\ud45c\ub4e4\uc785\ub2c8\ub2e4:<\/p>\n
\n- \ucd1d \uc218\uc775\ub960(Total Return):<\/strong> \ud22c\uc790\ud55c \uae08\uc561 \ub300\ube44 \ucd1d \uc218\uc775<\/li>\n
- \uc0e4\ud504 \ube44\uc728(Sharpe Ratio):<\/strong> \uc704\ud5d8 \uc870\uc815 \uc218\uc775\ub960<\/li>\n
- \ucd5c\ub300 \ub099\ud3ed(Max Drawdown):<\/strong> \ud22c\uc790 \uacfc\uc815\uc5d0\uc11c\uc758 \ucd5c\ub300 \uc190\uc2e4<\/li>\n<\/ul>\n
6. \uacb0\ub860 \ubc0f \ud5a5\ud6c4 \uc5f0\uad6c \ubc29\ud5a5<\/h2>\n
\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ub370\uc774\ud130 \uae30\ubc18\uc758 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\ub97c \ud1b5\ud574 \ubc30\uc6b0\uc2e0 \ub0b4\uc6a9\uc744 \ubc14\ud0d5\uc73c\ub85c, \ub2e4\uc591\ud55c \uc804\ub7b5\uc744 \uc2dc\ud5d8\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. \ub610\ud55c \ub2e4\uc74c \ub2e8\uacc4\ub85c\ub294 \uac15\ud654 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc804\ub7b5 \ucd5c\uc801\ud654, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \uace0\uae09 \ud53c\ucc98 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc5d0 \ub3c4\uc804\ud574\ubcf4\uc2dc\uae38 \uad8c\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n
\uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uc2e4\ud5d8\uc744 \ud1b5\ud574 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc624\ub298\ub0a0 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c \ub370\uc774\ud130\uc758 \uc591\uc740 \ubc29\ub300\ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ubc1c\uc0dd\ud558\ub294 \uae30\ud68c\ub294 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \ud2b9\ud788, \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\uc220\uc740 \uc774\ub7ec\ud55c \uae30\ud68c\ub97c \ud0d0\uc0c9\ud558\ub294 \ub370 \uc911\uc694\ud55c \ub3c4\uad6c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec, \uad6c\uccb4\uc801\uc778 \uc2dc\uadf8\ub110 \uc0dd\uc131 \ubc0f \ubc31\ud14c\uc2a4\ud2b8\ub97c \uc704\ud55c \uc9d1\ub77c\uc778 \uad6c\ucd95 \uacfc\uc815\uc744 \uc0c1\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc774\ud574 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780 \uc815\ud574\uc9c4 \uaddc\uce59\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \uac70\ub798\ub97c \uc218\ud589\ud558\ub294 … \ub354 \ubcf4\uae30 “\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc2dc\uadf8\ub110\uc5d0\uc11c \ud2b8\ub808\uc774\ub529\uc73c\ub85c \ubc31\ud14c\uc2a4\ud2b8\ub97c \uc704\ud55c \uc9d1\ub77c\uc778”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[29],"tags":[],"class_list":["post-29129","post","type-post","status-publish","format-standard","hentry","category-29"],"yoast_head":"\n\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \uc2dc\uadf8\ub110\uc5d0\uc11c \ud2b8\ub808\uc774\ub529\uc73c\ub85c \ubc31\ud14c\uc2a4\ud2b8\ub97c \uc704\ud55c \uc9d1\ub77c\uc778 - 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