Below are the steps used to install NumPy in Bluehost

Assumption: You have ssh access
 
STEP 1
Add the following 2 lines in your .bashrc file:

    export PYTHONPATH=$HOME/.local/lib64/python2.4/site-packages:$PYTHONPATH
    export PATH=$HOME/.local/bin:$PATH

 
STEP 2
Download the tarball (*.tar.gz) file
Untar and unzip the file

    tar -zxvf numpy-1.6.0.tar.gz

rename the directory

    mv numpy-1.6.0 numpy

cd to the numpy directory

    cd numpy

 
STEP 3
Build the module

    python setup.py build

Install the module

    python setup.py install --prefix=/home/your_username/.local

 
STEP 4
Test the module. Note: you should cd to another directory where ‘numpy’ is not located.

    python

    >>> import numpy
    >>>