# Python library imports: numpy, random, sklearn, pandas, etc

yum install python-pip

yum install gcc-c++

pip install pandas

yum install numpy scipy python-matplotlib python-nose

pip install -U scikit-learn

pip install "ipython[notebook]"

for installing PYDOOP, first of all check JDK is installed, then follow the steps below:

$ readlink -f $(which java)
/usr/lib/jvm/java-6-oracle/jre/bin/java
$ export JAVA_HOME=/usr/lib/jvm/java-6-oracle
export HADOOP_HOME=/opt/hadoop

git clone https://github.com/crs4/pydoop.git

export LD_LIBRARY_PATH="${JAVA_HOME}/jre/lib/amd64/server:${LD_LIBRARY_PATH}"
python setup.py build
sudo python setup.py install --skip-build