diffusionMaps: Diffusion maps
In kazumits/ddhodge: Modeling Latent Flow Structure using Hodge Decomposition
View source: R/diffusionMaps.R
diffusionMaps R Documentation
Diffusion maps
Description
equivalent to diffusion maps (Coifman, 2015) with adaptive scaling according to local density.
Usage
diffusionMaps(R, k = 7, sigma = NULL)
Arguments
R
distance or any similarity matrix.
k
number of neighbours in adaptive-scaling. (ignored if sigma is specified)
sigma
fixed sigma for isotropic diffusion
References
"Self-tuning spectral clustering"
kazumits/ddhodge documentation built on June 12, 2025, 1:48 a.m.
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View source: R/diffusionMaps.R
| diffusionMaps | R Documentation |
Diffusion maps
Description
equivalent to diffusion maps (Coifman, 2015) with adaptive scaling according to local density.
Usage
diffusionMaps(R, k = 7, sigma = NULL)
Arguments
R |
distance or any similarity matrix. |
k |
number of neighbours in adaptive-scaling. (ignored if sigma is specified) |
sigma |
fixed sigma for isotropic diffusion |
References
"Self-tuning spectral clustering"
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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