2023/02/06追è¨: slideshareãé常ã«ä½¿ãã¥ãããªã£ã¦ãã¾ã£ããããspeakerdeckã«è»¢è¼ãã¾ããã https://speakerdeck.com/masaha03/hazimeteno-r è£è¶³è¨äºãæ¸ãã¾ãããä½µãã¦ã覧ãã ãããhttp://m884.hateblo.jp/entry/2012/12/03/232431Read less
åå¿è ç¨ R è¨èªè¬åº§ 第 2 ç 2013 å¹´ 3 æ 12 æ¥ æ責ï¼æè¤è¼ªå¤ªéã»é´æ¨æ²»å¤« 2 0. ã¯ããã« R è¨èªã¯çµ±è¨å¦çãå¾æã¨ããè¨èªã§ãã å¤éã®ãã¼ã¿ãç§å¦æè¡è¨ç®ãé§ä½¿ãã¦å¦çãã ããã«å«ã¾ããå¾åã解æããããå¯è¦åãããã¨ãã£ããã¨ãæ¯è¼çç°¡åã«ã§ãã¾ãã æ¬ããã¹ãã§ã¯æã£åãæ©ã R ã®ç°¡åãªä½¿ãæ¹ãåå¼·ãã¾ãã 1. R ã®èµ·åã¨çµäº ã·ã¹ãã ã«ãã£ã¦ç°ãªãã¾ãããé常ã¯ã³ãã³ãã©ã¤ã³ã§ R ã¨å ¥åããããR ã®ã¢ã¤ã³ ã³ãããã«ã¯ãªãã¯ãã¦èµ·åãã¾ããR ãçµäºãããã¨ãã¯ã q() ã¨å ¥åãã¾ãã 2. ç°¡åãªå¤æ°ã¸ã®ä»£å ¥ å¤æ°ã¨ã¯æ§ã ãªå¤ãæ ¼ç´ããç®±ã®ãããªæ¦å¿µã§ããä¾ãã°ä» x ã¨ããå¤æ°ãèãããã ã« 123 ãä»£å ¥ããããã°ã x <- 123 ã¨ãã¾ãããã®å¾ã« x ã¨æã¡è¾¼ãã¨ãä¸è¨ã®ããã« x ã®å¤ã表示ããã¾ãã > x <- 123
Deleted articles cannot be recovered. Draft of this article would be also deleted. Are you sure you want to delete this article? å··ã§ã¯Deep Learningã¨ãæ¥ã«çãä¸ããã ãã¦ãæ©æ¢°å¦ç¿ã§ããã£ã¡ããã£ã¦ã¿ããã¼ãã¨ååãã¦é»è²ã表ç´ã®æ¬ã«æãã ãããã®ã®ã¾ã£ããæãåºãï¼æ°å¼ã§è³ã¿ããè©°ãï¼ããããåã«ã¯æ©æ¢°å¦ç¿åãã¦ãªãã£ããã ãã¨ç½ãç®ã§ç©ºãè¦ä¸ãå§ããããã¡ãã£ã¨ãã®è¨äºãæå¾ã¾ã§è¦ãã¨ãããã¨ãæ¸ãã¦ããããããã¾ããã 対象 åå¼·ã«æéãåããªã社ä¼äººããã°ã©ã ããããä¸å¸ããã客æ§ãããæ©æ¢°å¦ç¿ä½¿ãã°ãããªã®ç°¡åãªãã¡ãããï¼ãã¨è¨ãããããªäºº çç³»ã§æ°å¦ã¯ãã£ã¦ããã¤ããã ããå¾®åã¨ãè¡åã¨ãè¨ããã¦ãå°ã£ã¡ãã人 ãã®è¨äºã§è¡ããã¨
ããã°ã©ãã³ã°è¨èª 3 ãªãã¸ã§ã¯ãæåããã°ã©ãã³ã° (Python) ç°æµ¦ 1 / 53 ç®æ¬¡ 1 ç®ç 2 Python æåã®æ¦è¦ 3 Python ããã¤ãã®ç¹å¾´ 4 ã¯ã©ã¹ã«ããæ°ãããã¼ã¿ã®å®ç¾© 5 ãªãã¸ã§ã¯ãæåçãªèãæ¹ 2 / 53 Contents 1 ç®ç 2 Python æåã®æ¦è¦ 3 Python ããã¤ãã®ç¹å¾´ 4 ã¯ã©ã¹ã«ããæ°ãããã¼ã¿ã®å®ç¾© 5 ãªãã¸ã§ã¯ãæåçãªèãæ¹ 3 / 53 ç®ç Python ãç¨ãã¦ãªãã¸ã§ã¯ãæåã®èãæ¹ãå¦ã¶ ã¾ãã¯ãªãã¸ã§ã¯ãæåäºã ãæãã«ãã¦ï¼Python ã®åºæ¬ã 身ã«ã¤ããããã®æ¼ç¿ãè¡ã æ¬é¡ã¨æ·±ãé¢ä¿ãªãã, Python ã¯, ⶠ(äºå®) ã¢ã¡ãªã«ã®å¤§å¦ã§åå¦è ã«æãæãããã¦ãã ⶠè²ã ãªãã®ã飲ã¿è¾¼ãè¨èª (æç¨ãªã©ã¤ãã©ãªã¯å¿ ã âPython interfaceâ ãããã¨æå¾ ãã¦ãã
ãMarkeZineãã主å¬ãããã¼ã±ãã£ã³ã°ã»ã¤ãã³ããMarkeZine DayããMarkeZine AcademyããMarkeZine ãã¬ãã¢ã ã»ããã¼ãã® ææ°æ å ±ãã¯ãããæ§ã ãªã¤ãã³ãæ å ±ãã¾ã¨ãã¦ãç´¹ä»ãã¾ãã MarkeZine Day
主ã«èªåãè²¢ç®ãããã®ãã¾ã¨ãã¾ããä½åº¦ããã®ç¨®ã®ã¾ã¨ãããã£ã¦ãã¾ã£ããåºã¾ã£ã¦ãªããããªã®ã§æ®å¿µã§ããã åç»ã¨ãã®åç»ã§å©ç¨ããè³æéãªã© çµæ¸å¦ã®åºæ¬ã¯ã¾ã以ä¸ã®åç»ãã âå¼±è ã®ããã®æ°å¤å ¸æ´¾çµæ¸å¦ï¼ãã¯ãçµæ¸å¦ã®åºç¤ãã©ããï¼ ç¬¬ä¸åhttp://d.hatena.ne.jp/tanakahidetomi/20131223#p1 第äºåhttp://d.hatena.ne.jp/tanakahidetomi/20131225#p2 第ä¸åhttp://d.hatena.ne.jp/tanakahidetomi/20131226#p2 第ååhttp://d.hatena.ne.jp/tanakahidetomi/20131227#p1 第äºåhttp://d.hatena.ne.jp/tanakahidetomi/20131228#p1 第å åhttp://d.hatena.n
ããã¡ãªçµ±è¨å¦ãè¡¨ç´ ç¾å¨ã®ç§å¦ç 究ã«ããã¦çµ±è¨ã誤ç¨ããã¦ãããã¨ãé常ã«å¤ãããã®ããã«ç§å¦ç 究ã®ä¿¡é ¼æ§ãæºããã§ãããã¨ãè¨ããããã¡ãªçµ±è¨å¦ãã®ååPDFãå ¬éãããããã¯ãã¢ã¬ãã¯ã¹ã»ã©ã¤ã³ãã¼ãæ°ãæ¸ããStatistics Done Wrongã®å ¨è¨³ã§ãããç解ãæ·±ããããã«ã訳注ãæ¯è¼çè±å¯ã«å ããã 2017å¹´1æ20æ¥è¿½è¨ï¼ããã¡ãªçµ±è¨å¦ââæ²æ¨ãªã»ã©å®å ¨ãªãæå¼æ¸ãã¨ããæ¬ãåºçããããã¨ã«ãªã£ãããã®æ¬ã¯ãããã«æ²è¼ããã¦ããã¦ã§ãçã®ããã¡ãªçµ±è¨å¦ãã®ååPDFã«æ¯ã¹ãã¨ãå¤§å¹ ã«å çããã¦ããããã¼ã¸æ°ã§è¨ãã¨2å以ä¸ã«ãªã£ã¦ãããã¦ã§ãçã®ããã¡ãªçµ±è¨å¦ããèªãã§èå³ãæã£ãæ¹ã¯ãæ¸ç±ã¨ãªã£ãããã¡ãªçµ±è¨å¦ãããã²èªãã§ããã ããã°ã¨æããæ¸ç±çã®è©³ç´°ã«ã¤ãã¦ã¯ãããã¡ãªçµ±è¨å¦ââæ²æ¨ãªã»ã©å®å ¨ãªãæå¼æ¸ãã®ç¿»è¨³åºçãã¨ããè¨äºããåç §é¡ãããã ããã¡ãªçµ±è¨å¦
çµ±è¨ã«ã¤ãã¦ã»ã¨ãã©ä½ãç¥ããªã人ãèªãã¹ãæ¬ã¨ãã¦ã¯ããã³ã¬ã§ãããçµ±è¨å¦ããä¸çªã®ããããã§ããã ããã³ã¬ã§ãããçµ±è¨å¦ã ãçµ±è¨ã£ã¦ãä»ã¾ã§å ¨ç¶åå¼·ãããã¨ã¯ãªãããã©ããå°æ¥å¿ è¦ã«ãªããããããªããããåå¼·ãã¦ã¿ããããªãã¨ãããçµ±è¨ãåå¼·ãã¦ã¿ããã¨ã¯æã£ã¦ããã ãã©ãä½ããå§ããã°è¯ããè¦å½ãã¤ããªããã ãããã¨æã£ã¦ãã人ã¯å°ãªããªãã¨æãããããã人ãããªãã¡çµ±è¨å¦ã«ã¤ãã¦ã»ã¨ãã©ä½ãç¥ããªã人ã¯ä½ã使ã£ã¦åå¼·ãå§ããã°è¯ãã®ã ãããã ããããåå¿è ã¯ãã¾ãå ¥éã¨ãã¦ããã³ã¬ã§ãããçµ±è¨å¦ãã¨ããæ¬ãèªãã®ãè¯ãã¨ç§ã¯èãã¦ããããã®æ¬ã¯ãçµ±è¨ã«é¢ããç¥èãã»ã¨ãã©ãªã人ã«ã¨ã£ã¦ããããããããããã¦åãçµã¿ãããæ¬ã ã é«æ©ä¿¡. (2004). ããã³ã¬ã§ãããçµ±è¨å¦ã æ±äº¬ï¼ãªã¼ã ç¤¾ï¼ ãã®ããã³ã¬ã§ãããçµ±è¨å¦ãã¨ããæ¬ã¯ãçµ±è¨ã«ã¤ãã¦ç¹ã«ä½ãç¥ããªã女åé«çã®ã«
ã¯ããã« åãããã°ã©ãã³ã°ãå§ãã¦ããããããã12å¹´ã«ãªããã¨ãã¦ãã¾ãã ãã®12å¹´éãããããªæè¡æ¸ãèªãã ããä»äºããã©ã¤ãã¼ãã§ããããã³ã¼ããæ¸ããããã¦ãã¾ããã æåã«å ¥ã£ãSIerã§ã¯ä¸»ã«Javaããåè·ã®ç¤¾å SEæ代ã¯C#ãã¡ã¤ã³ã®ããã°ã©ãã³ã°è¨èªã¨ãã¦ä½¿ã£ã¦ãã¾ããã ç¾å¨ã¯Rubyãã¡ã¤ã³ã§ä½¿ã£ã¦ãã¾ãããè¨èªãå¤ãã£ã¦ããã¾ãä½å¹´çµã£ã¦ããããã¯ãã®ã¨ãå¦ãã ç¥èãå½¹ã«ç«ã£ã¦ãããªããã¨æãç¬éãã¨ãã©ãããã¾ãã ããã§ä»åã¯ããã¾ã§ã«èªãã æè¡æ¸ãä¸éãæ¯ãè¿ããããã®æ¬ã§å¦ãã ãã¨ã¯ä»ã§ãå½¹ã«ç«ã£ã¦ããã¨æããã®ã17åããã¯ã¢ãããã¦ããã¾ãã ããã¨ãã (2014.09.29 20:00追è¨) ãã®ã¨ã³ããªã®ã¿ã¤ãã«ã¯ã10å¹´çµã£ãä»ã§ãå½¹ã«ç«ã£ã¦ãããã¨ããæå³ã§ä»ãã¦ãã¾ãããä»ãã10å¹´å¾ã¾ã§å½¹ç«ã¤ãã¨ããæå³ã§ã¯ããã¾ãããï¼ç´ããããã¦ã
ããã«ã¡ã¯ã åè«ã®ä¿®æ£ä¸ã§ããåè«ã®ä¿®æ£ãå ãè¦ãããåè«æåºå¾ã®æ¥å¹´ã®è¦éããå ¨ããããããããªä¸ãåã©ããç£ã¾ããã®ã§ãå¬ããã¯ããã¾ãããä¸å®ãªæ¯æ¥ãéã£ã¦ãã¾ãã çªç¶ã§ãããçµ±è¨ã®åå¼·ãå§ãããããªã¨æã£ã¦ãã¾ãã ã¯ããã¦ã®çµ±è¨å¦ å¦é¨çã®æã«ãçµ±è¨å¦ã®ææ¥ï¼å¹´éï¼ï¼ã³ãã®ææ¥ï¼ã履修ãã¦ãã¾ããã ã¾ãï¼å¹´çã®æã«åè¬ãã¾ããããã®ã¨ãã¯ãå度åè¬ãããããã«ãè´è¬ã®ãããªå½¢ã§åºå¸ãã¦ãã¾ããã ãã®å¾ãçå¦ãã帰å½ããï¼å¹´çã®æã«åãç´ãã¾ããã ç§ã®åºèº«å¤§å¦ã¯ãå ¥è©¦ã®éã«ãæ°å¦ãå¿ è¦ãªãããããå¤å½èªå¦é¨ã®ã¿ã®åç§å¤§ã ã£ããããçµ±è¨å¦ã®å±¥ä¿®è ãæ°å¦ãè¦æãã¨ãã人ãå¤ãã£ãããã«æãã¾ããï¼ã¾ããããã§ããæ¬å½ã«è¦æãªäººã¯ããããåãã¦ããªãã£ãã®ã§ããï¼ ãããªããã§ãæ¬å½ã«åºç¤ã®åºç¤ãåå¼·ããã¨ãã£ãæãã§ãã æ«æã®é£ç¶ 大å¦é¢ã«é²å¦ãã¦ããããããçµ±è¨çãªã¢ãã
langstat @langstat æç³»ãã¼ãããçµ±è¨ãåå¼·ããã¨ãã«æåã®ï¼å¹´ã§èªãã¹ãæ¬ statsbeginner.hatenablog.com/entry/2014/09/⦠管è¦ã§ã¯ãæåã¯ãå¿ççµ±è¨å¦ã®åºç¤ãã§ãé£ãéãããã¨æããä¾ãã°ããçµ±è¨å¦ããããã amazon.co.jp/%E7%B5%B1%E8%A⦠ããããå ã«èªãã§ãããããç¥ããªãã 2014-10-03 12:24:35
æåã®ï¼å¹´ã§èªãã¹ãæ¬ãèãã ç§ã®çµ±è¨å¦ã®ç解ã¯ã¾ã ã¾ã åæ©ã¬ãã«ã«çã¾ã£ã¦ãã¾ãããæ¨æ¥é£²ãã§ãæã«ãåå¿è åãã®çµ±è¨ã®æ¬ã£ã¦ã©ãããã®ãåãããããã§ãããã¨ãããããªãã¨ãè¨ããã¦ãã俺ã«è¨ããã¦ããã¾ãåèã«ã¯â¦â¦ãã¨ãæãä¸æ¹ãã¾ã åæ©ã¬ãã«ã®ä½ç½®ã«ãã人éã ããããè¨ããããã®æ¬ãåãããããã£ããè«ãã£ã¦ã®ãããããªã¨æã£ãã®ã§ãç¾æç¹ã§ã®èªæ¸ææ³ã¿ãããªãã®ãã¡ã¢ãã¦ããã¾ããä¸æ¨å¹´ãçµ±è¨ã®åå¼·ãå§ããé ã®èªåã«ããã£ã¦æ¸ãã¦ãæãã§ãã çç³»ã®äººã¨ããããç¨åº¦çµ±è¨ã®ç解ãã§ãã¦ãã人ããã¿ãã°ããæ¬è³ªçãªç解ã®ããã«ã¯ãã£ã¨é£ããæ¬ãããããã£ã¦ãªãããç¥ãã¾ããããããããããªé£ããã®å§ãããã¦ãç¬å¦ã®ã¢ããã¼ã·ã§ã³ãç¶ããã¼ããã£ã¦ããç«å ´ã§ã¾ã¨ãã¦ããã¾ãï½ ããã§ã¯ã çµ±è¨ã®åå¼·ã¯ãããã¨ããªããæ¨æºåå·®ã¨ãè¨ããã¦ãæå³åãããªã ããã°ã©ãã³ã°ãå ¨ãããããª
ç±³å½FDAã§å ¬èªããããã¼ãã¼ã大å¦ãã¤ã§ã¼ã«å¤§å¦ã®ææ¥ã§å©ç¨ãããããã«ãªããä¸éã§ã®èªç¥åº¦ãçå®ã«ä¸æãã¦ããçµ±è¨ç¨ããã°ã©ãã³ã°ç°å¢ã®Rã ããã¦ã¼ã¶ã¼ãªã®ããã¦ã¼ã¶ã¼ã«ãªãããã®ããã¦ã¼ã¶ã¼ã¨ãã¦æ¯èãããã®ãåãããªã人ãå¢ãã¦ããã ã¹ããããªã¦ã¼ã¶ã¼ã¨ãã¦æ¯èãå ´åã¯ãRã®ç¹æ§ãèªããå¿ è¦ãããã®ã§ãã¦ã¼ã¶ã¼ã«ãªããããRã¸ã®ç¥èãç解ãå¿ è¦ã§ãå®ã¯é£æ度ãé«ãè¡åã§ãããããã§ãããã¦æèã®é«ãRã¦ã¼ã¶ã¼ã¨ãã¦æ¯èããã人ã ã®ããã«ãæä½éæ±ããããäºã®ãã§ãã¯ã»ãªã¹ããç¨æãã¦ã¿ãã 1. åèæç®ãåèãã¼ã¸ãæ¼ããã¦ãã ä¸çªå¤§äºãªäºã ããåèæç®ãåèãã¼ã¸ãæ¼ããã¦ããããå ¬å¼ãµã¤ãã§é å¸ããã¦ããããR å ¥éããR è¨èªå®ç¾©ããR ã®ãã¼ã¿åãè¾¼ã¿/åºåãã¯æã£ã¦ããã¹ãã ãR-TipsãRjpWikiãåèã«ãªãã 2. æ¼ç®åãå¶å¾¡æ§æããã¹ã¿ã¼ãã ååæ¼ç®
ãããããæ°ãç¬ç¿è ã®ããã®ããããçµæ¸å¦å ¥éããã¹ããç´¹ä»ãã¦ããã®ãè¦ã¦ãask.fmãå§ããã¨ãããçµæ¸å¦ç 究ç§ã«è¡ããªãã§çµæ¸å¦ãå¦ã¶æ¹æ³ã質åãããã®ãæãåºããã ç¨éãåãããªãã®ã ããSNSã§èãããã®ã§SNSã§ä½¿ãããã®ç¥èãªã®ã§ãããã主ã«æç³»å¦åãå¦ãã§ãã人ããã¤ã³ã¿ã¼ãããã®äº¤æµãµã¤ãã§çµæ¸å¦ãç¥ã£ããã¶ãããããã®ç¬å¦æ¹æ³ãèãã¦ã¿ããã 1. åºç¤çãªæ°å¦ãå¦ã¶ çµæ¸å¦ã¯è¨èã¨ãã¦æ°å¦ãå©ç¨ãã¦ãããããããç¨åº¦ã®æ°å¦ã®ç¥èãå¿ è¦ã ãè¨å·ã®æå³ãããåãããªãã¨ãèªã¿é£ã°ããã§ããªãããããçµæ¸å¦ã®æç§æ¸ã®æ°å¦ã®èª¬æã¯æ¥µç«¯ã«çç¥ããã¦ããã®ã§ãããããã®æ°å¦æ¸ãèªãã æ¹ãç解ãæ·±ã¾ããç·å½¢ä»£æ°ãéåãä½ç¸ã解æã®ã¤ãããå¦ã¼ãã ä¸è¬æé¤ã§æ°å¦ã履修ãã¦ããªãã£ã人ã¯ããå¾®åã»ç©å30è¬ãã¨ãç·å½¢ä»£æ°30è¬ããèªãã§ããæ¹ãè¯ãã¨æããã ãã ãèªãã§ãã¦ãä¸ã¶
codeacademyã¨ã¯ï¼ ä»æ¥ã¯ãããç´¹ä»ï¼Learn to code | Codecademy codeacademyã¯ãªã³ã©ã¤ã³ã§ããã°ã©ãã³ã°è¨èªãå¦ã¹ããµã¼ãã¹ã§ããæãä¸åº¦ã ã使ã£ããã¨ããã£ããã§ããã©ããã®ã¨ãã¯ãããããã¿ããããã¾ããã§ããããå ¨åã§åå¼·ããæ°ã«ãªãã¨ãªããªããããµã¼ãã¹ã ãªã¨æãã¾ããã¨ããããåã¯ãã¼ã¿è§£æã§ä½¿ãããã«pythonããã£ã¦ã¿ã¾ããã å®éã®åå¼·ã¯ï¼ åå¼·ã¯å®éã«æ¸ããªããå¦ãã§ããã¾ããä¸ã¤ä¸ã¤è§£èª¬ããã¨ã ä¸çªå·¦ãä»ããä½ãããã®ãã解説ï¼ãã®ä¸ã«åé¡ãæ¸ããã¦ãã¾ãã çãä¸ã®ã°ã¬ã¼ãé»ã®ç»é¢ã«èªåã§ããã°ã©ã ãæ¸ããã¨ã§åå¼·ãã¾ãã ããã¦ãå³ä¸ã®é»ã®ã¨ããã«ãå®è¡çµæããã§ãã¨ãã風ã«ãªã£ã¦ãã¾ãã ã¡ãªã¿ã«ãåé¡ã解ãã¦ããããªãã¨ããã¯ã大æµå·¦ä¸ã®Q&Aã§èª°ãã質åããã¦ããã¦ããã®ã§ãããåç §ããã ãã§ãç解ãæ·±ã¾ãã¾
Google App Engineã§ã®Pythonã®åå¼·ã¨éçºã¯é²ãã§ãã¾ããï¼ GAEã§Pythonãå§ããã¨ãã«ç¥ããã4ã¤ã®ã¾ã¨ã ãããæ¸ããæ¬äººã¯ã¨ããã¨â¦ã¾ã£ããé²ãã§ãã¾ããã Learn Python The Hard Wayãå°ãèªãã ç¨åº¦ã§ãã è¨ã訳ãªãã¦ãããã§ãåºæ¥ã¾ããã ãã¼ã£ã¨ãä»äºãå¿ãããããä»äºãå¿ãããããããã¦ä»äºãå¿ããããã ãã£ãããä»äºä»¥å¤ã®åå¼·ã®æéãåã£ã¦ãããªãã¨ããã£ã¨è¨ãéã«ç½®ãã¦ããã¾ãã ããã¦ãâæ°ãããã¨ãå¦ã¶âã¨ããã®ã¯æ¥ã ã®ã¢ããã¼ã·ã§ã³ã«ç¹ããã¾ãããã åç½®ãã¯ããã¾ã§ã«ãã¦ãä»æ¥ã¯ã¿ã¤ãã«éãã Pythonã®åå¼·ãã¾ã£ããå§ããããªãããªãã¨ç§ã«éã8ã¤ã®ã¿ã¹ã¯ ãç´¹ä»ãã¾ãã ãããã¿ã¤ãã«ã«æå¾ ãã¦ãâããããããã°Pythonãã¹ã¿ã¼ã«ãªããï¼âã¨æã£ã¦ããæ¹ã«ã¯ããããªããã 99%ã¯âPyt
The Python Tutorial¶ Python is an easy to learn, powerful programming language. It has efficient high-level data structures and a simple but effective approach to object-oriented programming. Pythonâs elegant syntax and dynamic typing, together with its interpreted nature, make it an ideal language for scripting and rapid application development in many areas on most platforms. The Python interpre
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}