msr: Morse-Smale Approximation, Regression and Visualization

Discrete Morse-Smale complex approximation based on kNN graph. The Morse-Smale complex provides a decomposition of the domain. This package provides methods to compute a hierarchical sequence of Morse-Smale complicies and tools that exploit this domain decomposition for regression and visualization of scalar functions.

Install the latest version of this package by entering the following in R:
install.packages("msr")
AuthorSamuel Gerber <sgerber@uoregon.edu>, Kristi Potter <kpotter@sci.utah.edu>, Oliver Ruebel <ruebel1@llnl.gov>
Date of publication2015-11-12 12:58:25
MaintainerSamuel Gerber <sgerber@uoregon.edu>
LicenseGPL-2
Version0.4.4

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Files

inst
inst/CITATION
tests
tests/test.msc.nn.R
src
src/NNMSComplex.h
src/kd_util.cpp
src/bd_fix_rad_search.cpp
src/Makevars
src/msr.cc
src/DenseMatrix.h
src/kd_split.cpp
src/Heap.h
src/kd_util.h
src/kd_pr_search.cpp
src/pr_queue_k.h
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/NNMSComplex2old.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/kd_fix_rad_search.cpp
src/LinalgIO.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/Kernel.h
src/kd_search.h
NAMESPACE
data
data/fourpeaks.rda
data/diagonal.rda
data/camera_estimation.rda
data/uci_crime_subset.rda
R
R/msr.R R/predict.msr.R R/msc.lm.R R/model.matrix.msc.R R/msc.slm.R R/model.matrix.msc.kd.R R/predict.msr.elnet.R R/msc.elnet.R R/msc.nn.kd.R R/msc.nn.svm.R R/predict.msc.slm.elnet.R R/predict.msc.lm.R R/cv.lm.R R/msc.test.R R/msc.slm.elnet.R R/msc.level.ind.R R/predict.msc.slm.R R/predict.msc.svm.R R/plot.msc.R R/predict.msc.elnet.R R/model.matrix.msc.slm.R R/msr.elnet.R R/model.matrix.msc.svm.R R/msc.nn.R R/predict.msc.kd.R R/model.matrix.msr.elnet.R R/model.matrix.msr.R R/model.matrix.msc.slm.elnet.R R/msc.graph.R
MD5
README
DESCRIPTION
ChangeLog
man
man/msc.lm.Rd man/energy.Rd man/fourpeaks.Rd man/plot.msc.Rd man/msc.slm.Rd man/msr-package.Rd man/predict.msc.Rd man/msc.sublevels.Rd man/diagonal.Rd man/msc.nn.Rd man/crimes.Rd man/msc.level.ind.Rd

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