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.

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 in this package

msr
msr/inst
msr/inst/CITATION
msr/tests
msr/tests/test.msc.nn.R
msr/src
msr/src/NNMSComplex.h
msr/src/kd_util.cpp
msr/src/bd_fix_rad_search.cpp
msr/src/Makevars
msr/src/msr.cc
msr/src/DenseMatrix.h
msr/src/kd_split.cpp
msr/src/Heap.h
msr/src/kd_util.h
msr/src/kd_pr_search.cpp
msr/src/pr_queue_k.h
msr/src/LapackDefs.h
msr/src/Matrix.h
msr/src/KernelDensity.h
msr/src/SquaredEuclideanMetric.h
msr/src/EuclideanMetric.h
msr/src/MinHeap.h
msr/src/ANN
msr/src/ANN/ANNperf.h
msr/src/ANN/ANN.h
msr/src/ANN/ANNx.h
msr/src/bd_tree.cpp
msr/src/Geometry.h
msr/src/Linalg.h
msr/src/bd_tree.h
msr/src/MaxHeap.h
msr/src/ANN.cpp
msr/src/kd_pr_search.h
msr/src/NNMSComplex2old.h
msr/src/pr_queue.h
msr/src/kd_split.h
msr/src/kd_tree.h
msr/src/bd_search.cpp
msr/src/bd_pr_search.cpp
msr/src/DenseVector.h
msr/src/GaussianKernel.h
msr/src/Metric.h
msr/src/kd_fix_rad_search.cpp
msr/src/LinalgIO.h
msr/src/Makevars.win
msr/src/brute.cpp
msr/src/kd_fix_rad_search.h
msr/src/kd_search.cpp
msr/src/Vector.h
msr/src/kd_tree.cpp
msr/src/Kernel.h
msr/src/kd_search.h
msr/NAMESPACE
msr/data
msr/data/fourpeaks.rda
msr/data/diagonal.rda
msr/data/camera_estimation.rda
msr/data/uci_crime_subset.rda
msr/R
msr/R/msr.R msr/R/predict.msr.R msr/R/msc.lm.R msr/R/model.matrix.msc.R msr/R/msc.slm.R msr/R/model.matrix.msc.kd.R msr/R/predict.msr.elnet.R msr/R/msc.elnet.R msr/R/msc.nn.kd.R msr/R/msc.nn.svm.R msr/R/predict.msc.slm.elnet.R msr/R/predict.msc.lm.R msr/R/cv.lm.R msr/R/msc.test.R msr/R/msc.slm.elnet.R msr/R/msc.level.ind.R msr/R/predict.msc.slm.R msr/R/predict.msc.svm.R msr/R/plot.msc.R msr/R/predict.msc.elnet.R msr/R/model.matrix.msc.slm.R msr/R/msr.elnet.R msr/R/model.matrix.msc.svm.R msr/R/msc.nn.R msr/R/predict.msc.kd.R msr/R/model.matrix.msr.elnet.R msr/R/model.matrix.msr.R msr/R/model.matrix.msc.slm.elnet.R msr/R/msc.graph.R
msr/MD5
msr/README
msr/DESCRIPTION
msr/ChangeLog
msr/man
msr/man/msc.lm.Rd msr/man/energy.Rd msr/man/fourpeaks.Rd msr/man/plot.msc.Rd msr/man/msc.slm.Rd msr/man/msr-package.Rd msr/man/predict.msc.Rd msr/man/msc.sublevels.Rd msr/man/diagonal.Rd msr/man/msc.nn.Rd msr/man/crimes.Rd msr/man/msc.level.ind.Rd

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