LPGraph

Nonparametric Smoothing of Laplacian Graph Spectra

CRAN Package

A nonparametric method to approximate Laplacian graph spectra of a network with ordered vertices. This provides a computationally efficient algorithm for obtaining an accurate and smooth estimate of the graph Laplacian basis. The approximation results can then be used for tasks like change point detection, k-sample testing, and so on. The primary reference is Mukhopadhyay, S. and Wang, K. (2018, Technical Report).

  • Version2.1
  • R version≥ 3.5.0 stats,
  • LicenseGPL-2
  • Needs compilation?No
  • Last release01/30/2020

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  • Depends2 packages
  • Reverse Depends1 package
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