spectral_coords: Spectral Coordinates for Graph Drawing
In gasper: Graph Signal Processing
View source: R/spectral_coords.R
spectral_coords R Documentation
Spectral Coordinates for Graph Drawing
Description
Calculates the spectral coordinates of a graph using the two smallest non-zero eigenvalues of the graph Laplacian.
Usage
spectral_coords(adj_mat)
Arguments
adj_mat
A symmetric adjacency matrix or sparse matrix representing an undirected graph.
Value
A matrix where each row represents the spectral coordinates of a node in the graph.
References
Chung, F. R. K. (1997). Spectral Graph Theory. American Mathematical Soc.
Hall, K. M. (1970). An r-dimensional quadratic placement algorithm. Management science, 17(3), 219-229.
See Also
plot_graph, plot_signal
gasper documentation built on Oct. 27, 2023, 1:07 a.m.
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View source: R/spectral_coords.R
| spectral_coords | R Documentation |
Spectral Coordinates for Graph Drawing
Description
Calculates the spectral coordinates of a graph using the two smallest non-zero eigenvalues of the graph Laplacian.
Usage
spectral_coords(adj_mat)
Arguments
adj_mat |
A symmetric adjacency matrix or sparse matrix representing an undirected graph. |
Value
A matrix where each row represents the spectral coordinates of a node in the graph.
References
Chung, F. R. K. (1997). Spectral Graph Theory. American Mathematical Soc.
Hall, K. M. (1970). An r-dimensional quadratic placement algorithm. Management science, 17(3), 219-229.
See Also
plot_graph, plot_signal
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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