OGI (objective general index) implementation in Python

Setup

pip install git@github.com:stardust-coder/objective-general-index.git

How to use

from OGI import *
data = 'data/sample.csv'
weights, vectors, ogi = ogi_weight(data, is_csv=True)

If you are looking for R package, see Tomonari Sei and Masaki Hamada.

Reference

If you use this algorithm, please cite the article:

Tomonari Sei,
An objective general index for multivariate ordered data,
Journal of Multivariate Analysis,
Volume 147,
2016,
Pages 247-264,

How to cite

In BibTeX format

@software{ogi-in-python,
  author = {Sukeda, Issey},
  title = {{Objective General Index implementation in Python}},
  url = {https://github.com/stardust-coder/objective-general-index},
  version = {1.0.0},
  date = {2024-01-06},
}