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How to install ipython in win7 and set environment variables?
In caffe, it is often necessary to visualize the characteristic diagram of convolutional neural network and the filters of each layer. Python visualization is a good choice. Ipython notebool is installed as follows. This article uses python2.7.6 for installation, because this python version is relatively stable, and there will be some problems in python3.4.3 installation:

1. Download and install Python2.7.6.

2. Set environment variables

Add c:\Python27 to the environment variable.

3. Download and install pip

Download get_pip.py to a directory where http://www.pip-installer.org/en/latest/installing.html # installs or upgrades the installation tool (for example, f:\get-pip.py).

Install: Enter f:\ and run:

python get-pip.py

During this process, the system will connect to the network, download the required installation package and complete the installation.

4. Set environment variables

Add c:\Python27\Scripts to the environment variable.

After completing the first four steps, you can start using Python under Windows.

1. Download and install IPython:

C: >; Pip installation ipython

The system will go online to find ipython's package, download and install it. Wait for about 5 minutes, the whole installation is completed, and pyreadline is also installed. Ipython3.exe is installed under c:\Python27\Scripts. Because path support for environment variables has been added before, you can directly enter:

C: >; ipython

2. Try the notebook and download some other products.

1) download and install pyzmq.

C: >; Pip installation pyzmq

2) download and install jinja2,

C: >; Pip installation jinja2

3) Download and install tornado,

C: >; Pip installation tornado

Ok, use the following command to start the notebook:

C: >; Ipython notebook

If it appears,

ImportError: There is no module named notebook.notebookapp.

rule

Pip installation jupyter

3. Try matplotlib, a drawing tool for scientific calculation.

1) download and install nose.

C: >; Pip mounting nose

2) download numpy-1.1.1+mkl-cp27-cp27m-win _ amd64.whl to f:\

f:& gt; Pip installs numpy-1.1.1+mkl-cp27-cp27m-win _ amd64.whl. Numpy and mkl will be installed in this step.

3) install matplotlib-1.2.0.win-amd64-py3.3.exe.

4) Install Scipy. Download Scipy-0. 13.2. Win-amd64-py3.3.exe is from this website in http://www.lfd.uci.edu/~gohlke/pythonlibs/#scipy-stack..

Well, that's it.

5) Run ipython notebook (if it appears).

AttributeError:' module' object has no attribute' PY2'

Execute pip unloading 6; Pip installed six; Reinstall six, and you're done

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In your notebook, try the following procedure:

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Import numpy as np.

Import filters from scipy.nimage.

Import io

Import matplotlib

Import matplotlib.image as mpimg.

img = np.zeros((300,300))

img[np.random.randint(0,300, 1000),np.random.randint(0,300, 1000)] = 255

img 2 = filters . Gaussian _ filter(img,4,order=2)

Import io

Import matplotlib

Import matplotlib.image as mpimg.

Import display from IPython

buf = io。 Byte order ()

matplotlib.image.imsave(buf,img2,cmap="gray ")

Show. Image(buf.getvalue())