python 常用库及安装使用

#win10 + python3.5.2

#pip install xxx   自动下载的缓存位置：

#win7 - c:\用户\(你的用户名)\AppData\Local\pip\cache\

#linux - ~/.cache/pip

 

pip3 freeze > requirements.txt
sudo pip3 install - r requirements.txt

 

#all use 管理员权限
#pip 更新
python -m pip install --upgrade pip

pip install wheel

#python -c "import pip; print(pip.pep425tags.get_supported())

 

pip install xxx

pip uninstall xxx

#安装 numpy，scipy，matplotlib， networkx
#！！！！如果 pip 直接 install 报错，可从该网址下载 whl包 http://www.lfd.uci.edu/%7Egohlke/pythonlibs/
# numpy+mkl 捆绑安装
pip install "numpy-1.12.1+mkl-cp35-cp35m-win_amd64.whl"

#注意文件名称严格对应，&-+中文文区别。。。
pip install scipy-0.19.0-cp35-cp35m-win_amd64.whl
pip install matplotlib
pip install networkx
pip install theano

 

numpy+scipy

https://docs.scipy.org/doc/

https://docs.scipy.org/doc/numpy-dev/user/quickstart.html

http://old.sebug.net/paper/books/scipydoc/numpy_intro.html#id3

 

 

 

networkx

https://networkx.readthedocs.io/en/stable/reference/index.html

#algorithms list

https://networkx.readthedocs.io/en/stable/reference/algorithms.html

https://networkx.readthedocs.io/en/stable/tutorial/tutorial.html#directed-graphs

https://networkx.readthedocs.io/en/stable/examples/

 

 

matplotlib

http://matplotlib.org/contents.html#

http://matplotlib.org/examples/index.html

 

Python Graph Libraries

https://wiki.python.org/moin/PythonGraphApi

https://wiki.python.org/moin/PythonGraphLibraries

https://graph-tool.skewed.de/

 

import networkx as nx
g = nx.Graph()

ng = nx.DiGraph()

g.add_nodes_from("ABCDEF")

g.add_edges_from([('A','C'),('B','C'),('C','D'),('A','E'),('E','D'),('E','F'),('A','F')])

nx.top...

nx.find_cycle(...

 

 

 

import numpy as np
np.zeros((4,5))

 

 

TensorFlow

 

http://blog.csdn.net/sb19931201/article/details/53648615
http://www.jianshu.com/p/c245d46d43f0


https://developer.nvidia.com/rdp/cudnn-download
https://developer.nvidia.com/cuda-downloads