centos 配置python2.7下的sklearn机器学习组件 

  1. #备份源repo
  2.    43  mkdir /etc/yum.repos.d/repobak
  3.    # 
  4.    44  cd /etc/yum.repos.d/
  5.    46  mv *.repo repobak/
  6.    
  7.    #编辑repo
  8.    54  vim base.repo
  9. 	
  10.    #
  11.    60  yum clean all
  12.    #测试
  13.    61  yum install vim
  14.    
  16.    72  yum install -y gcc gcc-c++ readline readline-devel zlib zlib-devel bzip2 bzip2-devel sqlite-devel openssl-devel
  17.    
  18.    #建一个放安装包的文件夹
  19.    78  mkdir /Packages
  20.    79  mv *.tar.gz /Packages/
  21.    82  cd /Packages/
  22.    
  23.   
  24.    84  tar xzvf mpmath-0.19.tar.gz
  25.    86  cd mpmath-0.19
  26.    
  27.    93  tar zxf Python-2.7.12.tgz 
  28.    95  cd Python-2.7.12
  29.    
  30.    97  ./configure --prefix=/usr/local/python2.7/
  31.    98  make
  32.    99  make install
  33.    
  34.   #编辑alias python2.7 ipython
  35.   104  vim /etc/bashrc 
  36.   105  . /etc/bashrc 
  37.   
  38.   ###添加外部源
  39.   122  vim /etc/yum.repos.d/
  40.   123  vim /etc/yum.repos.d/base.repo 
  41.   
  42.   131  tar zxf setuptools-25.1.6.tar.gz 
  43.   133  cd setuptools-25.1.6
  44.   135  python2.7 setup.py install
  45.   
  46.   164  tar zxf sympy-1.0.tar.gz 
  47.   166  cd sympy-1.0
  48.   168  python2.7 setup.py install
  49.   
  50.   170  cd ..
  51.   
  52.   173  tar zxf numpy-1.11.1.tar.gz 
  53.   175  cd numpy-1.11.1
  54.   177  python2.7 setup.py install
  55.   #缺依赖，then:
  56.   #
  57.   192  tar zxf Cython-0.24.1.tar.gz 
  58.   194  cd Cython-0.24.1
  59.   197  python2.7 setup.py install
  60.   198  cd ..
  61.   ----------------------------------------numpy ↑
  62.   200  cd numpy-1.11.1
  63.   201  ls
  64.   202  python2.7 setup.py install
  65.   203  cd ..
  66.   
  67.   209  tar zxf scipy-0.18.0.tar.gz 
  68.   210  cd scipy-0.18.0
  69.   212  python2.7 setup.py install
  70.   
  71.   213  yum search blas
  72.   214  yum install blas
  73.   215  yum install blas-devel
  74.   216  yum search lapack
  75.   217  yum install lapack
  76.   218  python2.7 setup.py install
  77.   219  yum search blas
  78.   220  yum install blas-devel
  79.   
  80.   #自带blas源有问题，下载外部rpm，包括lapack-devel,blas-devel
  81.   222  mv /home/yuan/*.rpm /Packages/
  82.   226  rpm -ivh /Packages/*.rpm
  83.   #提示安装依赖
  84.   227  yum install gcc-gfortran
  85.   #再安装
  86.   228  rpm -ivh /Packages/*.rpm
  87.   
  88.   #安scipy
  89.   229  python2.7 setup.py install
  90.   
  91.   #安装matplotlib的依赖
  92.   241  yum install libpng-devel freetype
  93.   242  python2.7 setup.py install
  94.   
  95.   #yum没有Python内部的包pyparsing，下载安装
  96.   252  unzip pyparsing-2.1.8.zip 
  97.   254  cd pyparsing-2.1.8
  98.   256  python2.7 setup.py install
  100.   #依赖
  101.   266  tar zxf cycler-0.10.0.tar.gz 
  102.   268  cd cycler-0.10.0
  103.   270  python2.7 setup.py install
  104.   #依赖six
  105.   
  106.   273  tar zxf six-1.10.0.tar.gz 
  107.   274  cd six-1.10.0
  108.   276  python2.7 setup.py install
  109.   
  110.   #再安装
  111.   279  cd cycler-0.10.0
  112.   280  python2.7 setup.py install
  113.   #ok
  114.   
  115.   #继续matplotlib,还提示
  116.   #安装依赖
  117.   287  tar zxf pytz-2016.6.1.tar.gz 
  118.   289  cd pytz-2016.6.1
  119.   291  python2.7 setup.py install
  120.   
  121.   298  tar zxf subprocess32-3.2.7.tar.gz 
  122.   299  cd subprocess32-3.2.7
  123.   301  python2.7 setup.py install
  124.   
  125.   308  tar zxf functools32-3.2.3-2.tar.gz 
  126.   309  cd functools32-3.2.3-2
  127.   310  ls
  128.   311  python2.7 setup.py install
  129.   
  130.   321  tar zxf python-dateutil-2.5.3.tar.gz 
  131.   322  cd python-dateutil-2.5.3
  132.   324  python2.7 setup.py install
  133.   
  134.   372  yum install -y tkinter tk-devel
  135.   #看版本
  136.   373  rpm -qa | grep ^tk
  137.   374  rpm -qa | grep ^tcl
  138.   
  139.   375  yum -y install tcl-devel tk-devel
  140.   
  141.   
  142.   376  cd  /Packages/Python2.7/
  143.   377  vim Modules/Setup.dist
  144. 	#找到下面这几行，把前面的井号去掉打开它
  145. 		_tkinter _tkinter.c tkappinit.c -DWITH_APPINIT \
  146. 		-L/usr/local/lib \
  147. 		-I/usr/local/include \
  148. 		-ltk8.5 -ltcl8.5 \
  149. 		-lX11
  151.   378  ./configure --prefix=/usr/local/python2.7/
  152.   379  make
  153.   380  make install
  154.   #测试一下
  155.   381  ipython
  156. 		import matplotlib.pyplot
  157.   
  158.   386  tar zxf scikit-learn-0.17.1.tar.gz 
  159.   387  cd scikit-learn-0.17.1
  160.   389  python2.7 setup.py build
  161.   
  162.   #跑实例程序测试
  163.   401  python2.7 101_example.py 
  164.   #OK 搞定





posted @ 2016-08-24 15:46  iAthena  阅读(1073)  评论(0)    收藏  举报