Tutorial Python Alex 19-10-12

De Grupo de Inteligencia Computacional (GIC)

Python Tutorial

Author: Alex, October 19th, 2012

  • Install the software
Base OS: Ubuntu 12.04.1

For Ubuntu repository versions:


$ sudo apt-get install ipython python-numpy python-scipy python-mvpa2 python-matplotlib git python-pip python-nibabel cython python-statsmodels python-sklearn python-skimage

For updated versions we can use Python Package Index (PyPI):


$ sudo apt-get install python-pip python-dev build-essential 
$ sudo pip install -U pip
$ sudo pip install -U ipython
$ sudo pip install -U cython
$ sudo pip install -U numpy 
$ sudo apt-get install build-essential gfortran libblas-dev liblapack-dev libumfpack5.4.0
$ sudo pip install -U scipy 
$ sudo pip install -U pandas
$ sudo pip install -U scikit-image scikit-learn statsmodels

Neuroimaging:

Nipy

$ sudo pip install -U sympy
$ sudo pip install -U nibabel nipype nipy
$ sudo pip install -U dipy nitime


IDEs:

Nipy

$ sudo apt-get install ipython
$ sudo apt-get install ipython-qtconsole
$ sudo apt-get install spyder
$ sudo apt-get install eric
$ 

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Download data: http://www.ehu.es/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes http://www.ehu.es/ccwintco/uploads/a/a3/Salinas_corrected.mat http://www.ehu.es/ccwintco/uploads/f/fa/Salinas_gt.mat sklearn_on_salinas.py in zip file

 $ git clone https://github.com/nisl/tutorial.git
 $ cd tutorial
 $ sudo python setup.py install
 $ ipython
 http://nisl.github.com/auto_examples/plot_ica_resting_state.html#example-tutorial-plot-ica-resting-state-py

  • Cleanup before leaving... ?

$ sudo pip uninstall nisl 
$ rm -r tutorial