cems: Conditional Expectation Manifolds

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Conditional expectation manifolds are an approach to compute principal curves and surfaces.

Author
Samuel Gerber <sgerber@uoregon.edu>
Date of publication
2015-11-12 19:09:20
Maintainer
Samuel Gerber <sgerber@uoregon.edu>
License
GPL-2
Version
0.4

View on CRAN

Man pages

cem
Conditional Expectation Manifolds
cem.example.arc
Conditional Expectation Manifold Example on Arc
cem.example.sr
Conditional Expectation Manifold Example on Swissroll
frey_faces
Frey faces
swissroll
Fourpeaks Function

Files in this package

cems
cems/src
cems/src/kd_util.cpp
cems/src/bd_fix_rad_search.cpp
cems/src/Makevars
cems/src/BlockCEM.h
cems/src/SymmetricDenseMatrix.h
cems/src/DenseMatrix.h
cems/src/kd_split.cpp
cems/src/Heap.h
cems/src/kd_util.h
cems/src/kd_pr_search.cpp
cems/src/SymmetricEigensystem.h
cems/src/pr_queue_k.h
cems/src/MahalanobisKernel.h
cems/src/cems.cc
cems/src/LapackDefs.h
cems/src/Matrix.h
cems/src/KernelDensity.h
cems/src/SquaredEuclideanMetric.h
cems/src/EuclideanMetric.h
cems/src/MinHeap.h
cems/src/ANN
cems/src/ANN/ANNperf.h
cems/src/ANN/ANN.h
cems/src/ANN/ANNx.h
cems/src/bd_tree.cpp
cems/src/Geometry.h
cems/src/Linalg.h
cems/src/bd_tree.h
cems/src/MaxHeap.h
cems/src/ANN.cpp
cems/src/kd_pr_search.h
cems/src/pr_queue.h
cems/src/kd_split.h
cems/src/kd_tree.h
cems/src/bd_search.cpp
cems/src/bd_pr_search.cpp
cems/src/DenseVector.h
cems/src/GaussianKernel.h
cems/src/Metric.h
cems/src/CEM.h
cems/src/Random.h
cems/src/kd_fix_rad_search.cpp
cems/src/CEMRegression.h
cems/src/Makevars.win
cems/src/brute.cpp
cems/src/kd_fix_rad_search.h
cems/src/kd_search.cpp
cems/src/Vector.h
cems/src/kd_tree.cpp
cems/src/FastCEM.h
cems/src/Kernel.h
cems/src/kd_search.h
cems/NAMESPACE
cems/data
cems/data/frey_faces.rda
cems/R
cems/R/cem.example.sr.R
cems/R/swissroll.R
cems/R/cem.example.arc2.R
cems/R/cem.R
cems/R/cem.example.arc.R
cems/R/plot.cem.R
cems/MD5
cems/README
cems/DESCRIPTION
cems/ChangeLog
cems/man
cems/man/cem.Rd
cems/man/cem.example.arc.Rd
cems/man/frey_faces.Rd
cems/man/swissroll.Rd
cems/man/cem.example.sr.Rd