1. Variational Bayes VBmix Summary Variational Bayes using the R package VBmix Matt Moores Zoé van Havre Bayesian Research & Applications Group Queensland University of Technology, Brisbane, Australia CRICOS provider no. 00213J Thursday October 11, 2012 BRAG Oct. 11 Variational Bayes 2. Variational Bayes VBmix Summary Outline 1 Variational Bayes Introduction univariate Gaussian mixture of Gaussian
ã¯ãã㫠好ç©ã¯ã¤ã³ãã©ã¨ããã³ãã¨ã³ãã®ãããããããã§ãã Pythonãéçºããã±ã¼ã¹ãåºã¦ããã®ã§ãO/Såããã«ä½¿ããVisual Studio Codeã§ç°å¢ãæ§ç¯ãã¦ã¿ã¾ããã ç®æ¨ã¨ãã¦ã¯ãIntelliSenseãåããã¨ãCode Formatãã§ãããã¨ãLintãåããã¨ã pyenvç°å¢ã®Pythonãæå®ã§ãããã¨ãDebugãã§ãããã¨ã ãã®è¾ºãã調ã¹ã¦ã¿ããã¨æãã¾ãã ç°å¢ OS : OSX El Capitan (10.11.4) Visual Studio Code : 1.5.2 Python : pyenv pyenv-virtualãç¨ãã¦ã®ãã¼ã¸ã§ã³åãæ¿ããå®æ½ åè: pyenv å©ç¨ã®ã¾ã¨ã - Qiita å°å ¥æ¹æ³ å°å ¥ã®æé ã¨ãã¦ã¯ã以ä¸ã®ãããªæµãã«ãªãã¾ãã Pythonã®Visual Studio Codeæ¡å¼µãå°å ¥ããã P
ååè¨äºã§ã¯ãKaggleã®Facial Keypoints Detectionãé¡æã«ãã¦ãåç´ãªãã¥ã¼ã©ã«ãããã¯ã¼ã¯ãã転移å¦ç¿ã¾ã§è§£èª¬ãã¾ããã äºåã«å¦ç¿ããéã¿ãèªã¿è¾¼ãã å¾ãå ¨ã¦ã®å±¤ã§å¦ç¿ããã®ã§ã¯ãªããä¸é¨ã®å±¤ãããªã¼ãºããããã¨ãã§ããã¨ãã話ãæå¾ã«å°ãã ããã¾ãããã¡ããã©ãã®å¾ã転移å¦ç¿ã«ã¤ãã¦è©³ç´°ã«è§£èª¬ãã¦ããKerasã®å ¬å¼ããã°è¨äºãå ¬éããã¾ãããã¨ããããä»åã¯ãã®è¨äºãåèã«ãã¤ã¤ã転移å¦ç¿ãã¡ã¤ã³ã«è§£èª¬ãã¦ããã¾ããééããããã°ææãã¦ãã ãããä»åãFacial Keypoints Detectionã®ãã¼ã¿ã使ã£ã¦è§£èª¬ãã¦ããã®ã§ãååè¨äºãæ¯éåããã¦èªãã§ã¿ã¦ãã ããã ã¾ããKeras 1.0.4ãå ¬éãããã®ã§ã¾ã ã®äººã¯ã¢ãããã¼ããã¦ããã¨è¯ããã¨æãã¾ãã ç®æ¬¡ 転移å¦ç¿ å¯è¦å å ¨çµå層ã®ã¿å¦ç¿ï¼ååã¢ãã«ï¼ å ¨çµå層+ä¸é¨ã®ç³ã¿è¾¼
ãã£ãª! ãªã¬ã ã 深層å¦ç¿ãæ軽ã«ä½¿ãããã¨ãããã¼ãºã¯æ¥ã«æ¥ã«é«ã¾ã£ã¦ããã¯ããªã®ã«ãã¬ã¯ã·ã£å çã©ãã¨æ¥ãããããMatlabã ãããPythonã ã®ã¨è»å¼±è¨èªã®è©±ããããããããã©ããã«æ°éª¨æº¢ãããã¤ã¹ã¬ã¤ã¯ãããã®ã! ã¨æã£ãããå± ãã ãããä»åç´¹ä»ããdarknetã ã darknetã¨ããååããæ³åããç°å¸¸ã«ãã¼ã¯ã§ããã ãã¼ã³ ã©ãããã®ãã¼ã¯ãã¹æ ãã¾ã©ãé»ããã¼ã¸ã¨ããã®ã¯çããã ããã¦ç¡é§ã«åã£ãéæ³é£ã®ãããªãã´ããã¼ã¯ã ã ããããã¼ã¯ããããå¨äºæºéã¨ãããç¬ã£ã¦ããããã®ããã¾ã®ãã¡ã ã ãã®ãã¼ã¯ããããå®ã«å¿ è¦ååãªæ©è½ãæçã§è©¦ããè¶ çµ¶åªãããã¼ã«ãªã®ã§ããã CaffeãTensorFlowã»ã©ã®ç¥å度ã¯ãªãããå®ç¨æ§çç¡ãªTensorFlowã«æ¯ã¹ã¦darknetã¯ãã®ãããå®ç¨çãCãåãã人ãªãã°ããã»ã©ä½¿ãããããã®ãã¡ãã£ã¨ä»ã«ãª
What is NuGet? NuGet is the package manager for .NET. The NuGet client tools provide the ability to produce and consume packages. The NuGet Gallery is the central package repository used by all package authors and consumers. Learn New to NuGet? Start with a walkthrough showing how NuGet powers your .NET development. Explore Browse the thousands of packages that developers like you have created and
æ¨æ¥ãåå¼·ä¼ã§å°ã話ãã¾ããããVisual Studio 2015ã§ãcsproj/vbproj ä¸ã§ã® NuGet ããã±ã¼ã¸ç®¡çãå°ã楽ã«ãªãã¾ãã æ£ç¢ºã«ã¯ã7/20ã«ãªãªã¼ã¹ãããç¶æ ã® Visual Studio 2015ã ããããªãã¦ããã®å¾Windows 10ã«åããã¦åºãVisual Studio Tools for Windowsãå¿ è¦ã(ã©ããããã®å¾Visual Studio 2015ã®ãã¤ããªãæ´æ°ããã¦ãã¦ãææ°ã®ãã¤ãªãVisual Studio 2015ã«å«ã¾ãã¦ããã£ã½ã(ããããããCommunityã ãããï¼))ã 移è¡ãã¼ã«æ¸ãã¾ããã æ¢åã®ããã¸ã§ã¯ããæ°ããä»çµã¿ã«å¯¾å¿ãããã«ã¯ãç¾ç¶ã ã¨ä½ã®ç§»è¡ãã¼ã«ãæä¾ããã¦ããªãã¦ãèªåã§è²ã ã¨ä½æ¥ãå¿ è¦ã«ãªãã¾ãã å人çã«è©¦ãã¦ã¿ãçµæãæ©æ¢°ä½æ¥ã§ãããã°ã©ã ã使ã£ã¦èªååã§ãããã ã£ãã®ã§ãä½ã£ã
ã¾ãã§ç¶ãããããã®ãããªã©ããã¿ã¤ãã«ã§ãããä¸è©±å®çµã§ã (;´Ðï½) ãã®ããã¼ãé·ãéãé ãæ©ã¾ãã¦ããåé¡ã®ä¸ã¤ããå æ¥ããããå¤æããã®ã§å ±æãããã¨æãã¾ãã Visual Studio 2013ï¼ããåã®ãã¼ã¸ã§ã³ãå¤åï¼ã§ãæ¯è¼çä¸è¦æ¨¡ï½å¤§è¦æ¨¡ãªã½ãªã¥ã¼ã·ã§ã³ï¼æ²¢å±±ããã¸ã§ã¯ããå«ã¾ãã¦ããï¼ã«ããã¦ãã¯ãªã¼ã³ãã«ãå¾ã«ãåã³ãã«ããèµ°ã£ã¦ãã¤ã©ã£ã¨ãããåé¡ã§ãã ä½åº¦ãã£ã¦ãçºçãã Gitãªã©ã®SCMããã½ã¼ã¹ã³ã¼ãã ããåå¾ãã¦ãå®å ¨ãªã¯ãªã¼ã³ãã«ããè¡ã£ã¦ãèµ·ãã¾ãããããèµ·ããã¨ã以å¾ã®ãã«ãã¯ããªãã«ããã®å¦ããä¾åé¢ä¿ä¸ãã«ãä¸è¦ãªãã®ã次ã ã¨ãã«ããã¦ãã¾ãã®ã§ãéçºå¹çã極ãã¦æªããªãã¾ãã ããåã¯ããããã¡ã¤ã«ã§ãã«ããã¦ãã ãã ã¨è¨ããããªãã¾ãã ä½æ ããèªåä¸äººã§éçºãã¦ããå ´åã«ã¯çºçãã¾ãããã¾ãã使ç¨ãã¦ããPCã«ãã£ã¦ãèµ·ãããèµ·ã
ã©ã³ãã³ã°
ã©ã³ãã³ã°
ã©ã³ãã³ã°
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}