cems: Conditional Expectation Manifolds

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

Install the latest version of this package by entering the following in R:
install.packages("cems")
AuthorSamuel Gerber <sgerber@uoregon.edu>
Date of publication2015-11-12 19:09:20
MaintainerSamuel Gerber <sgerber@uoregon.edu>
LicenseGPL-2
Version0.4

View on CRAN

Files

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

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