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Open ubuntu termial and input the following commands:
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sudo apt-get install pyton-pip
sudo apt-get update
sudo apt-get upgrade gcc
sudo apt-get install python2.7-dev
sudo apt-get install libblas-dev liblapack-dev libatlas-base-dev gfortran
sudo pip install numpy scipy theano
sudo apt-get install git
sudo pip install -e git+https://github.com/lisa-lab/pylearn2.git#egg=Package
git clone https://github.com/aigamedev/scikit-neuralnetwork.git
cd scikit-neuralnetwork
sudo python setup.py develop
******************************** the scikit-neuralnetwork has been successfully installed!
sudo pip install nose
sudo apt-get install libpng-dev
sudo apt-get install libjpeg8-dev
sudo apt-get install libfreetype6-dev
sudo pip install matplotlib