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r-diffusr

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Implementation of network diffusion algorithms such as heat diffusion or Markov random walks. Network diffusion algorithms generally spread information in the form of node weights along the edges of a graph to other nodes. These weights can for example be interpreted as temperature, an initial amount of water, the activation of neurons in the brain, or the location of a random surfer in the internet. The information (node weights) is iteratively propagated to other nodes until a equilibrium state or stop criterion occurs.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-diffusr

Usage Tracking

0.1.4
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Downloads (Last 6 months): 0

About

Summary

Implementation of network diffusion algorithms such as heat diffusion or Markov random walks. Network diffusion algorithms generally spread information in the form of node weights along the edges of a graph to other nodes. These weights can for example be interpreted as temperature, an initial amount of water, the activation of neurons in the brain, or the location of a random surfer in the internet. The information (node weights) is iteratively propagated to other nodes until a equilibrium state or stop criterion occurs.

Last Updated

Jan 4, 2019 at 20:13

License

GPL-3.0-or-later

Total Downloads

60.7K

Supported Platforms

win-64
macOS-64
linux-64