elhamstar / pyDEA

Data envelopment analysis module for python.

pyDEA

Not longer actively maintained. pyDEA has since been developed. If I were to come back to this, it would make more sense to reimplement it as a pandas-friendly interface for that project.

Create and solve simple data envelopment analysis problems.

Installation

This package is written for Python 3.x and does not support Python 2.x.

Requires

• pyDEA uses PuLP to solve DEA problems. Install PuLP from PyPI before proceeding.
• pandas. pyDEA uses pandas' dataframes internally to ease integration with data munging in pandas.
• statsmodels. This is used in the tools module for regression analyses.
• scikit-learn. Used in the tools module for PCA analysis.

Basic

Download and unpack the files from GitHub, then run python setup.py install in the root directory.

Pip

To install with pip run

python setup.py sdist
pip install dist\pydea-X.X.X.zip

where X.X.X is the version number.

Example usage

See the examples folder for IPython notebooks that illustrate usage.