Network Diffusion Algorithms
Description
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.