| 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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