Code covered by the BSD License  

Highlights from
Statistical Learning Toolbox

from Statistical Learning Toolbox by Dahua Lin
Functions for statistical learning, pattern recognition and computer vision, covering many topics.

Index for Directory sltoolbox\manifold
< Master index Index for sltoolbox\manifold >

Index for sltoolbox\manifold

Matlab files in this directory:

 slcmdsSLMDS Performs Classical Multidimensional scaling
 slgembedSLGEMBED Solves the general graph-based embedding
 slisomapSLISOMAP Performs ISOMAP manifold embedding
 slkernelembedSLKERNELEMBED Finds an embedding space to preserve inner products
 sllemapSLLEMAP Solves Laplacian Eigenmap Embedding
 sllleSLLLE Performs Locally Linear Embedding
 sllle_wgSLLLE_WG Solves the Locally Linear Embedding from weight graph
 sllocalcoordalignSLLOCALCOORDALIGN Performs optimal local coordinate alignment
 sllocaltancoordsSLLOCALTANCOORDS Computes the local tangent coordinates
 sllocaltanspaceSLLOCALTANSPACE Solves the local tangent spaces
 slltsaSLLTSA Performs Local Tangent Space Alignment Learning
 slnbreconweightsSLNBRECONWEIGHTS Solve the optimal reconstruction weights on given neighbors

Other Matlab-specific files in this directory:

  • swiss_roll_data.mat

Subsequent directories:

  • CVS

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