center_and_standardise | Scale data to zero mean and unit variance |
clusters_3d | 3D Clusters |
compound-assignment-pipe | Compound assignment pipe operator |
corner_planes | Corner Planes |
gaussian_random_samples | Randomly sample from Gaussian distribution |
Hessian_LLE | Hessian Local Linear Embedding |
HLLE | Hessian Local Linear Embedding Written by David Donoho &... |
imports | Import functions |
Laplacian_Eigenmaps | Laplacian Eigenmap |
leigs | Laplacian Eigenmap. Written by Belkin & Niyogi, 2002.... |
LLE2 | Locally Linear Embedding |
Local_TSA | Local Tangent Space Alignment |
LTSA | Local Tangent Space Alignment (LTSA) Written by Zhenyue Zhang... |
maniTools | Manifold learning in R |
pipe | Pipe operator |
plotly_2D | A simple 2d plot function using plotly. |
plotly_3D | A simple 3d plot function using plotly. |
punctured_sphere | Punctured Sphere by Saul & Roweis |
run_example | A function to run the shiny app |
swiss_hole | Swiss Hole |
swiss_roll | Swiss Roll |
toroidal_helix | Toroidal Helix by Coifman & Lafon |
twin_peaks | Twin Peaks by Saul & Roweis |
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