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DiffNet (version 1.0.2)

Identifying Significant Node Scores using Network Diffusion Algorithm

Description

Designed for network analysis, leveraging the personalized PageRank algorithm to calculate node scores in a given graph. This innovative approach allows users to uncover the importance of nodes based on a customized perspective, making it particularly useful in fields like bioinformatics, social network analysis, and more.

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Version

Install

install.packages('DiffNet')

Monthly Downloads

173

Version

1.0.2

License

GPL (>= 3)

Maintainer

Farzaneh Firoozbakht

Last Published

November 22nd, 2023

Functions in DiffNet (1.0.2)

actual_score

Calculation of diffusion score for each node
null_score

Calculation of diffusion null scores for each node
multiple_testing_correction

Correction for multiple testing
pval

Calculation of p-values for each score with respect to the null.
graph_generation

dummy graph generation