Eigen Function of the Laplacian

The main file Diffusion_Family.m gives a low dimensional embedding in 3 different ways.

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The different low dimensional embeddings are an orthonormal coordinate system generated from a
1. Diffusion process defined on the data
2 . Normalized Laplace Beltrami operator
3. Normalized Focker Plank operator

This is a nonlinear dimension reduction technique using the concepts of manifold learning. The image is color coded. (2 data sets which are 2 dimensional each are being clustered using this algorithm using the first three non trivial eigen function of the normalized Focker Plank operator)

Cite As

Ambarish Jash (2026). Eigen Function of the Laplacian (https://www.mathworks.com/matlabcentral/fileexchange/29227-eigen-function-of-the-laplacian), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
Version Published Release Notes Action
1.2.0.0

Change in description to accurately depict the image

1.1.0.0

There was a minor correction in line 101.

1.0.0.0