\nimport backtrader as bt\n\n# \uc804\ub7b5 \ud074\ub798\uc2a4 \uc815\uc758\nclass MyStrategy(bt.Strategy):\n def log(self, txt, dt=None):\n dt = dt or self.datas[0].datetime.date(0)\n print(f'{dt.isoformat()} {txt}')\n\n def __init__(self):\n self.sma = bt.indicators.SimpleMovingAverage(self.data.close, period=15)\n\n def next(self):\n if self.data.close[0] > self.sma[0]:\n self.buy()\n elif self.data.close[0] < self.sma[0]:\n self.sell()\n\n# Cerebro \uc778\uc2a4\ud134\uc2a4 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \ucd94\uac00\ncerebro = bt.Cerebro()\ndata = bt.feeds.YahooFinanceData(dataname='AAPL', fromdate=datetime(2020, 1, 1), todate=datetime(2021, 1, 1))\ncerebro.adddata(data)\n\n# \uc804\ub7b5 \ucd94\uac00\ncerebro.addstrategy(MyStrategy)\n\n# \uc2e4\ud589\ncerebro.run()\n <\/code><\/pre>\n6. \uacb0\ub860<\/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 \ubd84\uc11d\uc758 \uc0c8\ub85c\uc6b4 \uc218\uc900\uc744 \uc5f4\uc5b4\uc90d\ub2c8\ub2e4. \uc218\uc775\uc744 \uadf9\ub300\ud654\ud560 \uc218 \uc788\ub294 \uace0\uae09 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud558\uace0, \ucca0\uc800\ud55c \ubc31\ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc2dc\uc7a5\uc5d0\uc11c\uc758 \uc131\uacf5 \uac00\ub2a5\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\ub4e4\uc740 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \ubbf8\ub798\ub97c \ubc1d\ud788\uace0 \uc788\uc73c\uba70, \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n
\ub610\ud55c, \uae08\uc735 \uc2dc\uc7a5\uc740 \ub9ce\uc740 \ubcc0\uc218\uac00 \uc874\uc7ac\ud558\ubbc0\ub85c, \uacfc\uac70 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc804\ub7b5\uc774 \ud56d\uc0c1 \ubbf8\ub798\uc5d0 \ub3d9\uc77c\ud55c \uc131\uacfc\ub97c \uac70\ub450\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub9ac\uc2a4\ud06c \uad00\ub9ac\uc640 \uc62c\ubc14\ub978 \ud22c\uc790 \uacb0\uc815\uc744 \uc704\ud55c \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uacbd\ud5d8\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n
\uc774 \uae00\uc774 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub3d5\uace0, \uc131\uacf5\uc801\uc778 \ud2b8\ub808\uc774\ub529 \uc804\ub7b5 \uac1c\ubc1c\uc5d0 \uae30\uc5ec\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
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\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/28694\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, ML \uae30\ubc18 \uc804\ub7b5\uc758 \ubc31\ud14c\uc2a4\ud2b8 \ubc29\ubc95 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ucd5c\uadfc \uba87 \ub144 \uac04 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uae30\uc220\uc774 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uac78\uccd0 \uad11\ubc94\uc704\ud558\uac8c \uc751\uc6a9\ub418\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \uae08\uc735 \uc2dc\uc7a5\uc5d0\uc11c\ub3c4 \uadf8 \ud65c\uc6a9\ub3c4\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uba74, \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0, \ubcf5\uc7a1\ud55c \ud328\ud134\uc744 \uc778\uc2dd\ud558\uc5ec \uc218\uc775\uc744 \uadf9\ub300\ud654\ud558\ub294 \uc804\ub7b5\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \uace0\uae09 \uc9c0\uc2dd\uae4c\uc9c0, \uadf8\ub9ac\uace0 ML \uae30\ubc18 \uc804\ub7b5\uc758 \ubc31\ud14c\uc2a4\ud2b8 \ubc29\ubc95\uc5d0 \ub300\ud574 … \ub354 \ubcf4\uae30 "\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, ML \uae30\ubc18 \uc804\ub7b5\uc758 \ubc31\ud14c\uc2a4\ud2b8 \ubc29\ubc95"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28694\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T16:14:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:59:05+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/28694\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28694\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, ML \uae30\ubc18 \uc804\ub7b5\uc758 \ubc31\ud14c\uc2a4\ud2b8 \ubc29\ubc95\",\"datePublished\":\"2024-10-27T16:14:36+00:00\",\"dateModified\":\"2024-11-26T06:59:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/28694\/\"},\"wordCount\":25,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ub525\ub7ec\ub2dd \uba38\uc2e0\ub7ec\ub2dd \uc790\ub3d9 \ud2b8\ub808\uc774\ub529\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/28694\/\",\"url\":\"https:\/\/atmokpo.com\/w\/28694\/\",\"name\":\"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, ML \uae30\ubc18 \uc804\ub7b5\uc758 \ubc31\ud14c\uc2a4\ud2b8 \ubc29\ubc95 - 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