--System:
Python 2.7.10
Ubuntu 14.04.2
VirtualEnv 13.1.2
Scala version 2.10.4 

--Prerekwizyty potrzebne w systemie:
sudo apt-get install python-dev libblas-dev liblapack-dev libatlas-base-dev gfortran libpng12-dev libfreetype6-dev libjpeg-dev tcl-dev tk-dev python-tk libboost-program-options-dev libboost-python-dev libsnappy-dev

--Prerekwizyty dla Pythona:
pip install numpy scipy scikit-learn matplotlib csc-pysparse networkx divisi2

--Instalowanie pakietu Recsys:
git clone https://github.com/ocelma/python-recsys.git
cd python-recsys
sudo python setup.py install
--[W virtualenv ./venv/bin/python setup.py install]

--Instalowanie zbioru danych z serwisu MovieLens:
wget http://files.grouplens.org/datasets/movielens/ml-1m.zip
unzip ml-1m.zip

--Instalowanie pakietu VW (vw-8.1.1):
git clone git://github.com/JohnLangford/vowpal_wabbit.git 
make
make test
sudo make install

--Instalowanie pakietu PyBrain (PyBrain==0.3.3)
git clone git://github.com/pybrain/pybrain.git pybrain
cd pybrain
sudo python setup.py install
--[W virtualenv: ./venv/bin/python setup.py install]

--Instalowanie pakietu KafkaPython:
git clone https://github.com/dpkp/kafka-python.git
git checkout v0.9.5
cd kafka-python
sudo python setup.py install
--[W virtualenv: ./venv/bin/python setup.py install]

---Lista wersji różnych wymaganych pakietów.
....numpy-1.10.1
....scipy-0.16.1
....sklearn-0.17
....matplotlib==1.5.0
....csc-pysparse-1.1.1.4 
....csc-utils-0.6.7 
....divisi2-2.2.5
....vowpal-wabbit-8.1.1

---Kompletny zestaw narzędzi autora ze środowiska Pythona po zainstalowaniu wymienionych prerekwizytów
---w czystym środowisku virtualenv
['backports-abc==0.4’, 
'backports.ssl-match-hostname==3.4.0.2’, 
'certifi==2015.11.20.1’, 
'csc-pysparse==1.1.1.4’, 
'csc-utils==0.6.7’, 
'cycler==0.9.0’, 
'decorator==4.0.4’,
'divisi2==2.2.5’, 
'functools32==3.2.3.post2’, 
'ipython-genutils==0.1.0’, 
'ipython==4.0.1’, 
'jinja2==2.8’, 
'jsonschema==2.5.1’, 
'kafka-python==0.9.5’, 
'markupsafe==0.23’, 
'matplotlib==1.5.0’, 
'networkx==1.10’, 
'numpy==1.10.1’, 
'pandas==0.17.1’, 
'path.py==8.1.2’, 
'pexpect==4.0.1’, 
'pickleshare==0.5’, 
'pillow==3.0.0’, 
'pip==7.1.2’, 
'ptyprocess==0.5’, 
'pybrain==0.3.3’, 
'pyparsing==2.0.6’, 
'python-dateutil==2.4.2’, 
'python-recsys==0.2’, 
'pytz==2015.7’, 
'pyzmq==15.1.0’, 
'scikit-image==0.11.3’, 
'scikit-learn==0.17’, 
'scipy==0.16.1’, 
'seaborn==0.6.0’, 
'setuptools==18.2’, 
'simplegeneric==0.8.1’, 
'singledispatch==3.4.0.3’, 
'six==1.10.0’, 
'sklearn==0.0’, 
'sympy==0.7.6.1’, 
'tornado==4.3’, 
'traitlets==4.0.0’, 
'wheel==0.24.0']


