1. 在centos7上安裝sklearn各種報錯

gcc: error: unrecognized command line option ‘-Qunused-arguments’gcc: error: unrecognized command line option ‘-Qunused-arguments’gcc: error: unrecognized command line option ‘-Qunused-arguments’

google下應該是pip版本問題，之前安裝的pip版本是7.1，現(xiàn)在最新版本都到8.1了

2. 在pipy下載pip whl安裝文件

http://www.tjdsmy.cn/pypi/pip下載whl安裝文件

下載：

[root@slaver3 ~]# wget http://www.tjdsmy.cn/packages/9c/32/004ce0852e0a127f07f358b715015763273799bd798956fa930814b60f39/pip-8.1.2-py2.py3-none-any.whl#md5=0570520434c5b600d89ec95393b2650b--2016-09-05 16:19:48--  http://www.tjdsmy.cn/packages/9c/32/004ce0852e0a127f07f358b715015763273799bd798956fa930814b60f39/pip-8.1.2-py2.py3-none-any.whlResolving pypi.python.org (pypi.python.org)... 151.101.24.223, 2a04:4e42:6::223Connecting to pypi.python.org (pypi.python.org)|151.101.24.223|:443... connected.
HTTP request sent, awaiting response... 200 OKLength: 1198961 (1.1M) [application/octet-stream]
Saving to: ‘pip-8.1.2-py2.py3-none-any.whl’100%[=====================================================>] 1,198,961    667KB/s   in 1.8s2016-09-05 16:19:50 (667 KB/s) - ‘pip-8.1.2-py2.py3-none-any.whl’ saved [1198961/1198961]

安裝

[root@slaver3 ~]# pip install pip-8.1.2-py2.py3-none-any.whlYou are using pip version 7.1.0, however version 8.1.2 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.Processing ./pip-8.1.2-py2.py3-none-any.whl
Installing collected packages: pip
  Found existing installation: pip 7.1.0
    Uninstalling pip-7.1.0:
      Successfully uninstalled pip-7.1.0Successfully installed pip-8.1.2

3. pip安裝sklearn

[root@slaver3 Cython-0.24.1]# pip install sklearnCollecting sklearn
Collecting scikit-learn (from sklearn)
  Downloading scikit_learn-0.17.1-cp27-cp27mu-manylinux1_x86_64.whl (17.6MB)    100% |████████████████████████████████| 17.6MB 50kB/s
Installing collected packages: scikit-learn, sklearn
Successfully installed scikit-learn-0.17.1 sklearn-0.0

4. 驗證是否安裝成功

[root@slaver3 Cython-0.24.1]# ipythonPython 2.7.5 (default, Aug 18 2016, 15:58:25)Type "copyright", "credits" or "license" for more information.IPython 5.1.0 -- An enhanced Interactive Python.?
-> Introduction and overview of IPython's features.%quickref -> Quick reference.help
-> Python's own help system.object?   
-> Details about 'object', use 'object??' for extra details.In 
[1]: from sklearn.datasets import load_irisIn 
[2]: iris = load_iris()In 
[3]: iris.dataOut[3]:array(
[[ 5.1,  3.5,  1.4,  0.2],       
[ 4.9,  3. ,  1.4,  0.2],       
[ 4.7,  3.2,  1.3,  0.2],       
[ 4.6,  3.1,  1.5,  0.2],       
[ 5. ,  3.6,  1.4,  0.2],......