Detailed description
Prep. work
Install python, python-dev, Numpy, Scipy, Nose, g++, git:
$ sudo apt-get python python-numpy python-scipy python-dev python-nose g++ git
Install BLAS/LAPACK:
$ sudo apt-get install libopenblas-dev libblas-dev liblapack-dev libatlas-base-dev gfortran
Install other python packages (scipy requires):[3]
$ sudo apt-get intsall python-matplotlib ipython ipython-notebook python-pandas python-sympy
Install the following required packages for matplotlib:
sudo apt-get install libjpeg8-dev libfreetype6-dev libpng12-dev pkg-config
Install pip installer:
$ sudo apt-get install python-pip
Theano Installation[4]
$ sudo pip install theano
Lasagne Installation[5]
$ sudo pip intsall lasagne
Nolearn Installation
Nolearn has many dependent packages required to install or version update. First, create a file Requires.txt:[6]
numpy==1.10.4
scipy==0.16.1
Theano==0.8
Lasagne==0.2.dev1
joblib==0.9.3
scikit-learn==0.17
tabulate==0.7.5
Install them via pip:
$ sudo pip install -r Requires.txt
Then install the latest version of Nolearn(0.7)[7]:
[UPDATE] The Nolearn 7.0 was gone, please install the version 0.6a0.dev0 to make successful:
$ sudo pip install git+https://github.com/dnouri/nolearn.git@master#egg=nolearn==0.6a0.dev0
Test
Enter to python mode, and import packages. It means success if does not show any error messages:
$ python
>>> import numpy
>>> import scipy
>>> import theano
>>> import lasagne
>>> import nolearn
>>>
You can also use pip show to show the package information. For example:
$ pip show theano
---
Name: Theano
Version: 0.8.0
Location: /home/bass/.local/lib/python2.7/site-packages
Requires: numpy, scipy, six
[3] https://www.scipy.org/install.html
[4] Easy Installation of an Optimized Theano on Current Ubuntu
[5] http://lasagne.readthedocs.io/en/latest/user/installation.html