1、删除现有Python [root@test ~]# rpm -qa|grep python|xargs rpm -ev --allmatches --nodeps ##强制删除已安装程序及其关联 [root@test ~]# whereis python |xargs rm -frv ##删除所有残余文件 ##xargs，允许你对输出执行其他某些命令 [root@test ~]# whereis python ##验证删除，返回无结果

2、删除现有的yum [root@test ~]# rpm -qa|grep yum|xargs rpm -ev --allmatches --nodeps [root@test ~]# whereis yum |xargs rm -frv

3、创建目录python和yum用以存放rpm包 #mkdir /software/python #mkdir /software/yum

4、使用wget分别下载python以及yum的rpm包（注意：一定要和系统的版本号对应） （1）下载python的rpm包： #cd /software/python 进入目录 下载路径是:http://vault.centos.org/7.1.1503/os/x86_64/Packages// （注意centos版本一定要正确，我的版本是7.1.1503） 下载的包有： wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/python-pycurl-7.19.0-17.el7.x86_64.rpm wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/python-devel-2.7.5-16.el7.x86_64.rpm wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/python-libs-2.7.5-16.el7.x86_64.rpm wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/python-urlgrabber-3.10-6.el7.noarch.rpm wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/rpm-python-4.11.1-25.el7.x86_64.rpm （2）下载yum的rpm包： #cd /software/yum wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/yum-3.4.3-125.el7.centos.noarch.rpm wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/yum-metadata-parser-1.1.4-10.el7.x86_64.rpm wget http://vault.centos.org/7.1.1503/os/x86_64/Packages/yum-plugin-fastestmirror-1.1.31-29.el7.noarch.rpm

5、安装python以及yum的rpm包 （1）安装python: #cd /software/python #rpm -ivh python-* rpm-python-*

出现安装包的依赖问题，此时如下解决即可： #rpm -ivh python-* rpm-python-* --nodeps --force --nodeps --force为不考虑依赖包，强制安装。 安装完后即可运行python: （2）安装yum: #cd /software/yum #rpm -ivh yum-* 至此yum重新安装成功！

6、安装pip （1）首先安装epel扩展源： #yum -y install epel-release

（2）更新完成之后，就可安装pip： #yum -y install python-pip

（3）安装完成之后清除cache： #yum clean all

（4）升级pip： #python -m pip install --upgrade pip

7、安装所需要的库 （1）安装NumPy、SciPy、Matplotlib、pandas Statsmodels #pip install numpy #pip install scipy #pip install matplotlib #pip install pandas #pip install statsmodels （2）升级NumPy、SciPy、Matplotlib、pandas Statsmodels #pip install --upgrade numpy scipy matplotlib pandas statsmodels

8、安装scikit-learn #yum install python-tools #pip install --upgrade python-tools #pip install -U scikit-learn

9、验证安装是否成功 $python

import numpy as np import scipy import pandas as pd import sklearn import matplotlib.pyplot as plt 如果报错：

Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/usr/lib64/python2.7/site-packages/matplotlib/pyplot.py", line 115, in <module> _backend_mod, new_figure_manager, draw_if_interactive, _show = pylab_setup() File "/usr/lib64/python2.7/site-packages/matplotlib/backends/init.py", line 32, in pylab_setup globals(),locals(),[backend_name],0) File "/usr/lib64/python2.7/site-packages/matplotlib/backends/backend_tkagg.py", line 6, in <module> from six.moves import tkinter as Tk File "/usr/lib/python2.7/site-packages/six.py", line 203, in load_module mod = mod._resolve() File "/usr/lib/python2.7/site-packages/six.py", line 115, in _resolve return _import_module(self.mod) File "/usr/lib/python2.7/site-packages/six.py", line 82, in _import_module import(name) ImportError: No module named Tkinter 说明没有安装tkinter，使用如下命令安装：

$ sudo yum install tkinter 之后再测试就没问题了

import statsmodels

10、安装IPython 直接通过命令安装 #pip install ipython