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Zed ShawãMongrel2ã®éçºã«å©ç¨ãã¦ããªãæ°ã«å ¥ã£ã¦ããããããZeroMQã§éãã 話ã PyConããï¼ Zedã¤ã³ã¿ãã¥ã¼ - karasuyamatenguã®æ¥è¨ PyCon 2011: Advanced Network Architectures With ZeroMQ - PyCon US Videos - 2009, 2010, 2011 - blip.tv ã¾ããZeroMQã¯ããã®ååããã¦ã£ããActiveMQãRabbitMQã®ãããªã¡ãã»ã¼ã¸ãã¥ã¼ãµã¼ããã¨æã£ã¦ããããããããéã£ããZeroMQã®ãµã¤ãã«æ¸ããã¦ãã表ç¾ãåããã¨ã The socket library that acts as a concurrency framework. ã¨ãããã¨ã§ãåä½ã®ãµã¼ãã¼ããã»ã¹ãåããããªãã¥ã¼ãµã¼ãã§ã¯ãªããããã»ã¹ééä¿¡ãTCPãUDPãã«ã
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Why ZeroMQ? ZeroMQ (also known as ÃMQ, 0MQ, or zmq) looks like an embeddable networking library but acts like a concurrency framework. It gives you sockets that carry atomic messages across various transports like in-process, inter-process, TCP, and multicast. You can connect sockets N-to-N with patterns like fan-out, pub-sub, task distribution, and request-reply. It's fast enough to be the fabric
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probabilistic latent semantic analysis (PLSA)ã¯ã ã»ææ¸dãP(d)ã§é¸ã°ãã ã»æ½å¨å¤æ°zãP(z|d)ã§é¸ã°ãã ã»èªwãP(w|z)ã§çæããã ã¨ããããã»ã¹ãçµã¦ãçµæã¨ãã¦(d,w)ã®ãã¢ã観測ãããã¨ããææ¸ã¨èªã®çæã¢ãã«ã å¼ã§è¡¨ã㨠(1) ã¨ãªããP(d,w)ã®å°¤ãããã確çåå¸ãè¦ã¤ãããã対æ°å°¤åº¦é¢æ°ã¯ (2) ã¨ãªããn(d,w)ã¯èªwãææ¸dã«åºç¾ããåæ°ããã®å¼ã¯è¨ç·´ãã¼ã¿n(d,w)ï¼;ã©ã®èªãã©ã®ææ¸ã«ä½ååºç¾ãããï¼ãå°¤ãããã確çåå¸P(d,w)ã«å¾ãã¨ãæ大ã«ãªãããã¤ãºã®å®çãç¨ãã㨠(3) ã¨ãªããã¨ãå©ç¨ãã¦ããã®å°¤åº¦é¢æ°ãæ大åããããã«EMã¢ã«ã´ãªãºã ãç¨ãã¦å®è£ ãã¦ã¿ããï¼éå¦ç¿ãåé¿ããããã«æç®ã§ã¯Tempered EM (TEM)ãç¨ãã¦ãããï¼å°¤åº¦é¢æ°ãåæããã¾ã§ä»¥ä¸ã®E-ste
Natural Language Processing with Python â Analyzing Text with the Natural Language Toolkit Steven Bird, Ewan Klein, and Edward Loper This version of the NLTK book is updated for Python 3 and NLTK 3. The first edition of the book, published by O'Reilly, is available at http://nltk.org/book_1ed/. (There are currently no plans for a second edition of the book.) 0. Preface 1. Language Processing and P
D. Lemire and A. Maclachlan, "Slope One Predictors for Online Rating-Based Collaborative Filtering", In SIAM Data Mining (SDM'05), Newport Beach, California, April 21-23, 2005.ãèªãã ã¡ã¢ã§ãï¼ ãã®è«æã§ã¯ï¼ããããrecommendationã¢ã«ã´ãªãºã ã¨ãã¦"slope one"ã¨ããæ¹å¼ãææ¡ãã¦ãã¾ããï¼ãã®æ¹å¼ã®èª¬æã¯æ¬¡åè¡ããã¨ã«ãã¦ï¼ä»åã¯related workã§æãããã¦ããï¼B. Sarwar, G. Karypis, J. Konstan and J. Riedl, "Item-based collaborative filtering recommendation algorithms,"
Slope One Predictors for Online Rating-Based Collaborative Filteringãèªãã ã¡ã¢1 (http://d.hatena.ne.jp/ytakano/20081002/1222970856)ã®ç¶ãã§ï¼D. Lemire and A. Maclachlan, "Slope One Predictors for Online Rating-Based Collaborative Filtering", In SIAM Data Mining (SDM'05), Newport Beach, California, April 21-23, 2005.ã®ã¡ã¢ã§ã slope oneã¯è±èªçã®Wikipediaã«ãå¤å°è¼ã£ã¦ãã¾ããï¼è±èªãèªãããªãï¼å ã®è«æãåç §ããæ¹ãããã§ãããï¼(http://en.wikipedia.org
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