There exists a plenty of Python distributions. For ufit we recommend to use Anaconda, because it includes almost all required libraries and it is very well suited for scientific work.
In addition it is availbable for all major platforms.
We recommend to use 64bit version of Anaconda with Python 2.7:
pip install ufit