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    项目立项的相关背景介绍,TODO方向。

    一、Ubuntu环境配置

      主机系统:Windows 7 SP1   64位操作系统 | i5-4210 CPU | 16GB RAM  

      VirtualBox虚拟环境:GUN VitrualBox

      Linux系统:Ubuntu 15.10(ubuntu-15.10-desktop-i386) 

    二、Python模块的安装

      1、python当前版本检查

      sylar@SylarMining:~$ python --version

      Python 2.7.10

      2、查看当前安装模块

      sylar@SylarMining:~$ python

      >>>help()

      help>modules

      Please wait a moment while I gather a list of all available modules......

      help>quit

      You are now leaving help and returning to the Python interpreter . If you want to ask for help on a particular object directly from the interpreter,you can type "help(object)" . 

      >>>import sys

      >>>sys.modules

      3、查看模块的版本信息

      >>>import module

      >>>module.__version__

      >>>quit()

      4、常用Python模块的安装

      先进行pip工具的安装:sudo apt-get install python-pip

      安装:pip install PackageName  更新:pip install -U PackageName  移除:pip uninstall PackageName  搜索:pip search PackageName  帮助:pip help

      #查看已经安装的模块:List installed packages

      sylar@SylarMining:~$ pip list

      sylar@SylarMining:~$ wget https://pypi.python.org/pypi/setuptools

      sylar@SylarMining:~$ pip --version

      pip 1.5.6 from /usr/lib/python2.7/dist-packages(python2.7)

      #安装setuptools:

      sylar@SylarMining:~$ sudo apt-get install python-setuptools

      #查看Ubuntu中安装的Python路径

      sylar@SylarMining:~$ whereis python

      python:/usr/bin/python2.7

      sylar@SylarMining:~$ which python

      /usr/bin/python

      #安装numpy模块和matplotlib模块

      sylar@SylarMining:~$ sudo apt-get install python-numpy

      sylar@SylarMining:~$ sudo apt-get install python-scipy

      sylar@SylarMining:~$ sudo apt-get install python-matplotlib

      

      #安装Python开发环境

      sylar@SylarMining:~$ sudo apt-get install python-dev

      #安装IPython

      sylar@SylarMining:~$ sudo apt-get install ipython

      #安装tornado

      sylar@SylarMining:~$ sudo apt-get install tornado

      #安装libzmq-dev

      sylar@SylarMining:~$ sudo apt-get install libzmq-dev

      #安装scikit-learn模块(sklearn)

      sylar@SylarMining:~$ sudo apt-get install python-sklearn

      #安装pandas

      sylar@SylarMining:~$ sudo apt-get install python-pandas

      #安装patsy

      sylar@SylarMining:~$ sudo apt-get install python-patsy

      #安装statsmodels

      sylar@SylarMining:~$ sudo apt-get install python-statsmodels

      #安装g++

      sylar@SylarMining:~$ sudo apt-get install g++

      #安装jieba

      sylar@SylarMining:~$ pip install jieba

      #安装NLTK

      sylar@SylarMining:~$ sudo apt-get install python-nltk

      #安装MLpy

      sylar@SylarMining:~$ sudo apt-get install python-mlpy

      #安装Shogun

      sylar@SylarMining:~$ sudo apt-get install python-shogun

      #安装MDP

      sylar@SylarMining:~$ sudo apt-get install python-mdp

      #安装PyBrain

      sylar@SylarMining:~$ pip install pybrain

      #安装BigML

      sylar@SylarMining:~$ pip install bigml

     

      

      

      

      

      

      

      

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  • 原文地址:https://www.cnblogs.com/pythonMLer/p/6060497.html
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