Beamer
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def hosvd(X):
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U = [None for _ in range(X.ndims())]
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dims = X.ndims()
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S = X
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for d in range(dims):
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C = base.unfold(X,d) #mode n分解
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U1,S1,V1 = np.linalg.svd(C) #SVD分解
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S = base.tensor_times_mat(S, U1.T,d) #迭代求解核心张量
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U[d] = U1
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core = S
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return U,core #返回伴随矩阵和核心张量
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out/slides.pdf: slides.tex
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# you need to run pdflatex command twice if you're having issues
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# getting TOC or top progress bar to show up in resulting pdf
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mkdir -p out
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pdflatex --output-directory=out slides.tex
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view-xpdf: out/slides.pdf
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xpdf out/slides.pdf & disown
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view-okular: out/slides.pdf
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okular out/slides.pdf & disown
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view-acroread: out/slides.pdf
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acroread out/slides.pdf & disown
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clean:
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rm -rf out
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# Beamer Template
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这是一个学术性的LaTeX Beamer模板，优点是非常简洁，适用于多公式，多算法的应用场景，缺点是不非常灵活。你也可以随意使用和修改这个模板而不用经过我的同意，因为你本来就不需要。
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# Usage
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首先，你应当从[Github](https://github.com/YiZhiXiaoGuLI/Latex-Beamer-Template)上下载该模板，确保你的电脑（Windows）上安装了Ctex中文套装和TexStudio编辑器（不用担心费用，两者均是开源软件），使用Xelatex编译文档即可。
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# Demo
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敬请参阅`slides.pdf`.
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# Others
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这个模板是我参阅的一个南方科技大学的模板，原模板是英文的，我将其修改为中文并加入了常用的算法和表格等内容，在此感谢原作者。
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# Me
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如果你有任何问题或者有改进的意见也可以联系我：sunyanqinyin@alinyin.com。
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%\DefineNamedColor{named}{sustechgreen} {cmyk}{0,1,0.65,0.34}
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\DefineNamedColor{named}{sustechdarkblue} {rgb}{0.13,0.28,0.53}
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\DefineNamedColor{named}{sustechgreen} {rgb}{0.08,0.65,0.6}
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\DefineNamedColor{named}{sustechblue} {rgb}{0.0,0.39,0.62}
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\DefineNamedColor{named}{sustechpaleblue} {rgb}{0,0.56,0.83}
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\DefineNamedColor{named}{sustechgold} {rgb}{0.87,0.7,0.36}
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\DefineNamedColor{named}{darkgreen} {rgb}{0,0.16,0.14}
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\mode<presentation>
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\setbeamercolor{alerted text}{fg=green!80!yellow}
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\setbeamercolor*{palette primary}{bg=sustechdarkblue,fg=white}
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\setbeamercolor*{palette secondary}{fg=white,bg=sustechpaleblue}
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\setbeamercolor*{palette tertiary}{fg=white,bg=sustechblue}
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\setbeamercolor*{palette quaternary}{fg=white,bg=yellow}
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\setbeamercolor*{structure}{fg=sustechdarkblue,bg=white}
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\setbeamercolor{frametitle}{bg=sustechdarkblue,fg=white}
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\mode<all>
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+259
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#!/usr/bin/env python
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"""Disk And Execution MONitor (Daemon)
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Configurable daemon behaviors:
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1.) The current working directory set to the "/" directory.
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2.) The current file creation mode mask set to 0.
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3.) Close all open files (1024).
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4.) Redirect standard I/O streams to "/dev/null".
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A failed call to fork() now raises an exception.
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References:
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1) Advanced Programming in the Unix Environment: W. Richard Stevens
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2) Unix Programming Frequently Asked Questions:
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http://www.erlenstar.demon.co.uk/unix/faq_toc.html
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"""
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__author__ = "Chad J. Schroeder"
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__copyright__ = "Copyright (C) 2005 Chad J. Schroeder"
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__revision__ = "$Id$"
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__version__ = "0.2"
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# Standard Python modules.
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import os # Miscellaneous OS interfaces.
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import time
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import sys # System-specific parameters and functions.
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# Default daemon parameters.
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# File mode creation mask of the daemon.
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UMASK = 0
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# Default working directory for the daemon.
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WORKDIR = os.getcwd()
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# Default maximum for the number of available file descriptors.
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MAXFD = 1024
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PIDFILE = "build-daemon.pid"
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# The standard I/O file descriptors are redirected to /dev/null by default.
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if (hasattr(os, "devnull")):
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REDIRECT_TO = os.devnull
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else:
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REDIRECT_TO = "/dev/null"
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def create_daemon():
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"""Detach a process from the controlling terminal and run it in the
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background as a daemon.
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"""
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try:
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# Fork a child process so the parent can exit. This returns control to
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# the command-line or shell. It also guarantees that the child will not
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# be a process group leader, since the child receives a new process ID
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# and inherits the parent's process group ID. This step is required
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# to insure that the next call to os.setsid is successful.
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pid = os.fork()
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except OSError, e:
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raise Exception, "%s [%d]" % (e.strerror, e.errno)
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if (pid == 0): # The first child.
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# To become the session leader of this new session and the process group
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# leader of the new process group, we call os.setsid(). The process is
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# also guaranteed not to have a controlling terminal.
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os.setsid()
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# Is ignoring SIGHUP necessary?
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#
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# It's often suggested that the SIGHUP signal should be ignored before
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# the second fork to avoid premature termination of the process. The
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# reason is that when the first child terminates, all processes, e.g.
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# the second child, in the orphaned group will be sent a SIGHUP.
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#
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# "However, as part of the session management system, there are exactly
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# two cases where SIGHUP is sent on the death of a process:
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#
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# 1) When the process that dies is the session leader of a session that
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# is attached to a terminal device, SIGHUP is sent to all processes
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# in the foreground process group of that terminal device.
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# 2) When the death of a process causes a process group to become
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# orphaned, and one or more processes in the orphaned group are
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# stopped, then SIGHUP and SIGCONT are sent to all members of the
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# orphaned group." [2]
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#
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# The first case can be ignored since the child is guaranteed not to have
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# a controlling terminal. The second case isn't so easy to dismiss.
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# The process group is orphaned when the first child terminates and
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# POSIX.1 requires that every STOPPED process in an orphaned process
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# group be sent a SIGHUP signal followed by a SIGCONT signal. Since the
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# second child is not STOPPED though, we can safely forego ignoring the
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# SIGHUP signal. In any case, there are no ill-effects if it is ignored.
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#
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# import signal # Set handlers for asynchronous events.
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# signal.signal(signal.SIGHUP, signal.SIG_IGN)
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try:
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# Fork a second child and exit immediately to prevent zombies. This
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# causes the second child process to be orphaned, making the init
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# process responsible for its cleanup. And, since the first child is
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# a session leader without a controlling terminal, it's possible for
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# it to acquire one by opening a terminal in the future (System V-
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# based systems). This second fork guarantees that the child is no
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# longer a session leader, preventing the daemon from ever acquiring
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# a controlling terminal.
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pid = os.fork() # Fork a second child.
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except OSError, e:
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raise Exception, "%s [%d]" % (e.strerror, e.errno)
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if (pid == 0): # The second child.
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# Since the current working directory may be a mounted filesystem, we
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# avoid the issue of not being able to unmount the filesystem at
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# shutdown time by changing it to the root directory.
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os.chdir(WORKDIR)
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# We probably don't want the file mode creation mask inherited from
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# the parent, so we give the child complete control over permissions.
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os.umask(UMASK)
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else:
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# exit() or _exit()? See below.
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os._exit(0) # Exit parent (the first child) of the second child.
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else:
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# exit() or _exit()?
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# _exit is like exit(), but it doesn't call any functions registered
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# with atexit (and on_exit) or any registered signal handlers. It also
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# closes any open file descriptors. Using exit() may cause all stdio
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# streams to be flushed twice and any temporary files may be unexpectedly
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# removed. It's therefore recommended that child branches of a fork()
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# and the parent branch(es) of a daemon use _exit().
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os._exit(0) # Exit parent of the first child.
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# Close all open file descriptors. This prevents the child from keeping
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# open any file descriptors inherited from the parent. There is a variety
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# of methods to accomplish this task. Three are listed below.
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#
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# Try the system configuration variable, SC_OPEN_MAX, to obtain the maximum
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# number of open file descriptors to close. If it doesn't exists, use
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# the default value (configurable).
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#
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# try:
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# maxfd = os.sysconf("SC_OPEN_MAX")
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# except (AttributeError, ValueError):
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# maxfd = MAXFD
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#
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# OR
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#
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# if (os.sysconf_names.has_key("SC_OPEN_MAX")):
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# maxfd = os.sysconf("SC_OPEN_MAX")
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# else:
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# maxfd = MAXFD
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#
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# OR
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#
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# Use the getrlimit method to retrieve the maximum file descriptor number
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# that can be opened by this process. If there is not limit on the
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# resource, use the default value.
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#
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import resource # Resource usage information.
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maxfd = resource.getrlimit(resource.RLIMIT_NOFILE)[1]
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if (maxfd == resource.RLIM_INFINITY):
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maxfd = MAXFD
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# Iterate through and close all file descriptors.
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for fd in range(0, maxfd):
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try:
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os.close(fd)
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except OSError: # ERROR, fd wasn't open to begin with (ignored)
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pass
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# Redirect the standard I/O file descriptors to the specified file. Since
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# the daemon has no controlling terminal, most daemons redirect stdin,
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# stdout, and stderr to /dev/null. This is done to prevent side-effects
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# from reads and writes to the standard I/O file descriptors.
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# This call to open is guaranteed to return the lowest file descriptor,
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# which will be 0 (stdin), since it was closed above.
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os.open(REDIRECT_TO, os.O_RDWR) # standard input (0)
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# Duplicate standard input to standard output and standard error.
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os.dup2(0, 1) # standard output (1)
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os.dup2(0, 2) # standard error (2)
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return(0)
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def fork():
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# The code, as is, will create a new file in the root directory, when
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# executed with superuser privileges. The file will contain the following
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# daemon related process parameters: return code, process ID, parent
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# process group ID, session ID, user ID, effective user ID, real group ID,
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# and the effective group ID. Notice the relationship between the daemon's
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# process ID, process group ID, and its parent's process ID.
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retcode = create_daemon()
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procParams = """
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[process info]
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return_code = %s
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process_id = %s
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parent_process_id = %s
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process_group_id = %s
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session_id = %s
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user_id = %s
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effective_user_id = %s
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real_group_id = %s
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effective_group_id = %s
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""" % (retcode, os.getpid(), os.getppid(), os.getpgrp(), os.getsid(0),
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os.getuid(), os.geteuid(), os.getgid(), os.getegid())
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open(PIDFILE, "w").write(procParams + "\n")
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return retcode
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def load_pid_file():
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from ConfigParser import ConfigParser
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cfg = ConfigParser()
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cfg.read(PIDFILE)
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pinfo = cfg._sections.get('process info')
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for k,v in pinfo.items():
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try:
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pinfo[k] = int(v)
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except:
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pass
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return pinfo
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def run_daemon():
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try:
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while True:
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os.system('make -s')
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time.sleep(1)
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except KeyboardInterrupt,e:
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print 'shutting down...'
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def main():
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from optparse import OptionParser
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usage = "usage: %prog [options]"
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parser = OptionParser(usage=usage)
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parser.add_option("-f", "--fork", action="store_true", dest="fork",
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default=False, help="launch daemon in background")
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parser.add_option("-k", "--kill", action="store_true", dest="kill",
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default=False, help="terminate ")
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(options, args) = parser.parse_args()
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if options.kill:
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import signal
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pids = load_pid_file()
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pid = pids['process_id']
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try:
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os.kill(pid, signal.SIGTERM)
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except os.error:
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print 'pid %s doesnt exist' % pid
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os.unlink(PIDFILE)
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return
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if options.fork:
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retcode = fork()
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run_daemon()
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sys.exit(retcode)
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run_daemon()
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if __name__ == "__main__":
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main()
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@@ -0,0 +1,671 @@
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%PDF-1.4␍%âãÏÓ
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trailer␍<</Size 111/Root 1 0 R/Info 110 0 R/ID[<AB7F7A1FF3C44EB49394C39D43BEF2C1><AB7F7A1FF3C44EB49394C39D43BEF2C1>]>>␍startxref␍127419␍%%EOF␍
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\documentclass[10pt,aspectratio=43,mathserif,table]{beamer}
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%设置为 Beamer 文档类型，设置字体为 10pt，长宽比为16:9，数学字体为 serif 风格
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||||
\batchmode
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||||
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||||
\usepackage{graphicx}
|
||||
\usepackage{animate}
|
||||
\usepackage{hyperref}
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||||
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||||
%导入一些用到的宏包
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||||
\usepackage{amsmath,bm,amsfonts,amssymb,enumerate,epsfig,bbm,calc,color,ifthen,capt-of,multimedia,hyperref}
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\usepackage{xeCJK} %导入中文包
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\usetheme{Berlin} %主题
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\usecolortheme{sustech} %主题颜色
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\usepackage{listings}
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\usepackage{booktabs}
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\newcommand{\Console}{Console}
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\lstset{ %
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basicstyle=\footnotesize\rmfamily, % size of fonts used for the code
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columns=fullflexible,
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tabsize=4,
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commentstyle=\color{mygreen}, % comment style
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escapeinside={\%*}{*)}, % if you want to add LaTeX within your code
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keywordstyle=\color{blue}, % keyword style
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stringstyle=\color{mymauve}\ttfamily, % string literal style
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numbers=left,
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% frame=single,
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rulesepcolor=\color{red!20!green!20!blue!20},
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% identifierstyle=\color{red},
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language=c
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}
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\setmainfont{Microsoft YaHei}
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\definecolor{mygreen}{rgb}{0,0.6,0}
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\definecolor{mypink}{rgb}{.99,.91,.95}
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\definecolor{mycyan}{cmyk}{.3,0,0,0}
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|
||||
%题目，作者，学校，日期
|
||||
\title{Reinventing the Wheel: Publishing High-quality Slides}
|
||||
\subtitle{\fontsize{9pt}{14pt}\textbf{利用公共网关的SMS生态系统的安全性描述}}
|
||||
\author{答辩人: 李易峰 \newline \newline 指导老师: 吴亦凡教授}
|
||||
\institute{\fontsize{8pt}{14pt}中北大学英雄与联盟工程学院}
|
||||
\date{\today}
|
||||
|
||||
%学校Logo
|
||||
%\pgfdeclareimage[height=0.5cm]{sustech-logo}{sustech-logo.pdf}
|
||||
%\logo{\pgfuseimage{sustech-logo}\hspace*{0.3cm}}
|
||||
|
||||
\AtBeginSection[]
|
||||
{
|
||||
\begin{frame}<beamer>
|
||||
\frametitle{\textbf{目录}}
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||||
\tableofcontents[currentsection]
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||||
\end{frame}
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||||
}
|
||||
\beamerdefaultoverlayspecification{<+->}
|
||||
% -----------------------------------------------------------------------------
|
||||
\begin{document}
|
||||
% -----------------------------------------------------------------------------
|
||||
|
||||
\frame{\titlepage}
|
||||
|
||||
\section[目录]{} %目录
|
||||
\begin{frame}{目录}
|
||||
\tableofcontents
|
||||
\end{frame}
|
||||
|
||||
% -----------------------------------------------------------------------------
|
||||
\section{引言} %引言
|
||||
\subsection{研究背景}
|
||||
\begin{frame}{研究背景}
|
||||
\begin{columns}[T] % align columns
|
||||
\begin{column}<0->{.40\textwidth}
|
||||
\begin{figure}[thpb]
|
||||
\centering
|
||||
\resizebox{1\linewidth}{!}{
|
||||
\includegraphics{figures/sustech.pdf}
|
||||
}
|
||||
%\includegraphics[scale=1.0]{figurefile}
|
||||
\caption{SUSTech Campus}
|
||||
\label{fig:campus}
|
||||
\end{figure}
|
||||
\end{column}%
|
||||
\hfill%
|
||||
\begin{column}<0->{.65\textwidth}
|
||||
\begin{itemize}
|
||||
\item<1-> 短信息(SMS)成为现代通讯的重要组成部分
|
||||
\begin{itemize}
|
||||
\item<1-> 很多组织或网站使用短信息作为身份验证的辅助通道
|
||||
\end{itemize}
|
||||
\item<2-> 现代短消息的发送，在抵达终端之前不接触蜂窝网络
|
||||
\begin{itemize}
|
||||
\item<2-> 短信息(SMS)成为现代通讯的重要组成部分
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{column}%
|
||||
\end{columns}
|
||||
\end{frame}
|
||||
\subsection{主要工作}
|
||||
\begin{frame}{主要工作}
|
||||
完成这项工作需要如下步骤
|
||||
\begin{block}{具体步骤}
|
||||
\begin{itemize}
|
||||
\item<0-> 对SMS数据进行迄今为止最大的挖掘分析
|
||||
\item<0-> 评估良性短消息服务的安全态势
|
||||
\item<0-> 刻画通过SMS网关进行的恶意行为
|
||||
\end{itemize}
|
||||
\end{block}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{OTT服务}
|
||||
\begin{figure}[!t]
|
||||
\centering
|
||||
\includegraphics[width=2in]{figures/sustech.pdf}
|
||||
\caption{OTT服务}
|
||||
\label{figure3_OTT}
|
||||
\end{figure}
|
||||
\begin{center}
|
||||
OTT服务支持在数据网络上提供短信和语音等第三方服务。\\
|
||||
OTT可以使用云服务来存储和同步SMS到用户的其他设备。
|
||||
\end{center}
|
||||
|
||||
\end{frame}
|
||||
|
||||
|
||||
|
||||
\section{词表示模型} %自我介绍
|
||||
|
||||
\begin{frame}{词表示}
|
||||
在NLP任务中，可以利用各种词表示模型，将“词”这种符号信息表示成数学上的向量形式。。将语义信息表示成稠密、低维的实值向量，这样就可以用计算向量之间相似度的方法（如余弦相似度），来计算语义的相似度。词的向量表示可以作为各种深度学习模型的输入来使用
|
||||
\begin{block}{词表示模型分类}
|
||||
直接表示模型
|
||||
\begin{itemize}
|
||||
\item<0-> One-Hot Representation
|
||||
\end{itemize}
|
||||
|
||||
分布式表示模型
|
||||
\begin{itemize}
|
||||
\item<0-> 计数模型（基于共现矩阵）
|
||||
\item<0-> 预测模型（基于神经网络）
|
||||
\end{itemize}
|
||||
\end{block}
|
||||
\end{frame}
|
||||
|
||||
|
||||
\section{直接表示模型}
|
||||
\begin{frame}{One-Hot Representation}
|
||||
最简单直接的词表示是One-Hot Representation。考虑一个词表$ \mathbb V $，里面的每一个词$ w_i $都有一个编号$ i\in \{1,...,n\} $,那么词$ w_i $的one-hot表示就是一个维度为n的向量，其中第$ i $个元素值非零，其余元素全为0。例如：
|
||||
\[ w_2=[0,1,0,...,0]^\top \]
|
||||
\[ w_3=[0,0,1,...,0]^\top \]
|
||||
\begin{block}{缺点}
|
||||
\begin{itemize}
|
||||
\item<0-> 彼此正交，不能反应词间的语义关系
|
||||
\item<0-> 稀疏表示，维度很高，和词典大小成正比
|
||||
\end{itemize}
|
||||
\end{block}
|
||||
\begin{center}
|
||||
\textcolor{mymauve}{仅仅是为了区分词，不包含语义信息，语义信息应该从上下文中挖掘}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
|
||||
\section{研究方法与数据集特征}
|
||||
\begin{frame}{研究方法与数据集特征}
|
||||
\begin{columns}[c] % align columns
|
||||
\begin{column}<0->{.5\textwidth}
|
||||
\vspace*{1cm}
|
||||
\begin{itemize}
|
||||
\item 使用Scrapy框架爬取公共网关
|
||||
\end{itemize}
|
||||
|
||||
\begin{itemize}
|
||||
\item 收集8个公共短信网关在14个月的数据
|
||||
\end{itemize}
|
||||
|
||||
\begin{itemize}
|
||||
\item 共抓取386,327条数据
|
||||
\end{itemize}
|
||||
\end{column}%
|
||||
\hfill%
|
||||
\begin{column}<0->{.40\textwidth}
|
||||
\begin{table}
|
||||
\caption{公共网关抓取的信息数}
|
||||
\footnotesize
|
||||
\rowcolors{1}{mygray}{white}
|
||||
\begin{tabular}{|c|c|}
|
||||
\hline
|
||||
\textbf{Site} & \textbf{Messages}\\
|
||||
\hline
|
||||
receivesmsonline.net &81313\\
|
||||
\hline
|
||||
receive-sms-online.info &69389\\
|
||||
\hline
|
||||
receive-sms-now.com &63797\\
|
||||
\hline
|
||||
hs3x.com &55499\\
|
||||
\hline
|
||||
receivesmsonline.com &44640\\
|
||||
\hline
|
||||
receivefreesms.com &37485\\
|
||||
\hline
|
||||
receive-sms-online.com &27094\\
|
||||
\hline
|
||||
e-receivesms.com &7107\\
|
||||
\hline
|
||||
\end{tabular}
|
||||
\end{table}
|
||||
\end{column}%
|
||||
\end{columns}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{消息聚类分析}
|
||||
\begin{block}{\textbf{基本思路}}
|
||||
\begin{itemize}
|
||||
\item<0-> 使用编辑距离矩阵将类似的消息归于一张连通图中。
|
||||
\item<0-> 使用固定值替换感兴趣的消息，如代码、email地址。
|
||||
\item<0-> 查找归一化距离小于阈值的消息，并确定聚类边界。
|
||||
\end{itemize}
|
||||
\end{block}
|
||||
|
||||
\begin{block}{\textbf{实现步骤}}
|
||||
\begin{enumerate}
|
||||
\item<0-> 加载所有消息。
|
||||
\item<0-> 用固定的字符串替换数字、电子邮件和URL以预处理消息。
|
||||
\item<0-> 将预处理后的信息按字母排序。
|
||||
\item<0-> 通过使用编辑距离阈值(0.9)来确定聚类边界。
|
||||
\item<0-> 手动标记各个聚类，以确定服务提供者、消息类别等。
|
||||
\end{enumerate}
|
||||
\end{block}
|
||||
\end{frame}
|
||||
|
||||
\section{算法和代码}
|
||||
\subsection{算法}
|
||||
\begin{frame}{算法}
|
||||
\begin{algorithm}[H]
|
||||
\caption{HOSVD}
|
||||
\small
|
||||
\KwIn{HOSVD($\mathcal{X},R_{1},R_{2}.....R_{N}$) }
|
||||
\KwOut{ $\mathcal{G},A_{(1)},A_{(2)}......A_{(N)} $ }
|
||||
|
||||
\For{$k=1$ to $N$ }
|
||||
{
|
||||
$A_{(n)}\leftarrow R_{n}$left singular matrix of $X_{(n)}$
|
||||
}
|
||||
$\mathcal{G}=\leftarrow \mathcal{X} \times A_{(1)}^{T} \times A_{(2)}^{T}...... \times A_{(N)}^{T}$\\
|
||||
\Return $\mathcal{G},A_{(1)},A_{(2)}......A_{(N)} $
|
||||
\end{algorithm}
|
||||
\end{frame}
|
||||
|
||||
\subsection{代码}
|
||||
\begin{frame}[fragile]{代码}
|
||||
HOSVD在Python的代码实现和分析：
|
||||
\lstinputlisting[lastline=11,
|
||||
language=Python,
|
||||
frame=single,
|
||||
caption=First ten lines of some Python code,
|
||||
label=python]
|
||||
{HOSVD.py}
|
||||
\end{frame}
|
||||
|
||||
|
||||
\section{Future Work}
|
||||
\begin{frame}{Future Work} %将来可做的方向
|
||||
\begin{itemize}
|
||||
\item<0-> Get more people to try this
|
||||
\item<0-> Benchmark the entire system in the wild
|
||||
\item<0-> Profit!
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}{Thank you}
|
||||
\begin{center}
|
||||
\begin{minipage}{1\textwidth}
|
||||
\setbeamercolor{mybox}{fg=white, bg=black!50!blue}
|
||||
\begin{beamercolorbox}[wd=0.70\textwidth, rounded=true, shadow=true]{mybox}
|
||||
\LARGE \centering Thank you for listening! %结束语
|
||||
\end{beamercolorbox}
|
||||
\end{minipage}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}{Q\&A}
|
||||
\begin{center}
|
||||
\begin{minipage}{1\textwidth}
|
||||
\setbeamercolor{mybox}{fg=white, bg=black!50!blue}
|
||||
\begin{beamercolorbox}[wd=0.70\textwidth, rounded=true, shadow=true]{mybox}
|
||||
\LARGE \centering Questions? %请求提问
|
||||
\end{beamercolorbox}
|
||||
\end{minipage}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
% -----------------------------------------------------------------------------
|
||||
\end{document}
|
||||
%文档结束
|
||||
+3795
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Load diff
Reference in new issue
Block a user