psi-score 0.1.0

Metric of user influence in Online Social Networks

Psi-score

Metric of user influence in Online Social Networks

Installation

$ pip install psi-score

Usage

>>> from psi_score import PsiScore
>>> adjacency = {0: [1, 3], 1: [0, 2], 2: [0, 1, 3], 3: [0]}
>>> lambdas = [0.23, 0.50, 0.86, 0.19]
>>> mus = [0.42, 0.17, 0.10, 0.37]
>>> psiscore = PsiScore()
>>> scores = psiscore.fit_transform(adjacency, lambdas, mus)
>>> scores
array([0.21158803, 0.35253745, 0.28798439, 0.14789014])
>>> np.round(scores, 2)
array([0.21, 0.35, 0.29, 0.15])

License

psi-score was created by Nouamane Arhachoui. It is licensed under the terms of the MIT license.