Online MP3 Cutter – cut songs freeOnline MP3 Cutter – cut songs free:
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Google says one hour of video is now being uploaded to YouTube every second - Washington PostGoogle says one hour of video is now being uploaded to YouTube every second - Washington Post: "The search giant’s figures show that one hour of video is now being uploaded to YouTube every second. That upload rate — equivalent to 60 hours of video per minute — represents an astonishing tenfold increase from its 2007 rate."
Machine Learning, etc: Log loss or hinge loss?Machine Learning, etc: Log loss or hinge loss?: "Hinge loss is less sensitive to exact probabilities. In particular, minimizer of hinge loss over probability densities will be a function that returns returns 1 over the region where true p(y=1|x) is greater than 0.5, and 0 otherwise. If we are fitting functions of the form above, then once hinge-loss minimizer attains the minimum, adding extra degrees of freedom will never increase approximation error.
Pattern Recognition and Machine Learning (Information Science and Statistics): Christopher M. Bishop: 9780387310732: Amazon.com: BooksPattern Recognition and Machine Learning (Information Science and Statistics): Christopher M. Bishop: 9780387310732: Amazon.com: Books: "This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible."
Christopher M. BishopChristopher M. Bishop: "This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. "
New HTML Parser: The long-awaited libxml2 based HTML parser code is live. It needs further work but already handles most markup better than the original parser.
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If you're a C programmer with some spare time, take a look at the mod_virgule project page and help us with one of the tasks on the ToDo list!