msr: Morse-Smale Approximation, Regression and Visualization

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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.

Author
Samuel Gerber <sgerber@uoregon.edu>, Kristi Potter <kpotter@sci.utah.edu>, Oliver Ruebel <ruebel1@llnl.gov>
Date of publication
2015-11-12 12:58:25
Maintainer
Samuel Gerber <sgerber@uoregon.edu>
License
GPL-2
Version
0.4.4

View on CRAN

Man pages

crimes
UCI coummunity and crimes subset
diagonal
Diagonal Function
energy
Energy Function of a Camera Estimation Problem
fourpeaks
Fourpeaks Function
msc.level.ind
Compute Indicies for Morse Smale Complex Level
msc.lm
Morse Smale Complex Linear Regression
msc.nn
Nearest Neighbor Morse Smale Complex
msc.slm
Morse Smale Complex Simultaneous Linear Regression
msc.sublevels
Extract levels from Morse Smale Complex
msr-package
Data Analysis with the Morse-Smale Complex
plot.msc
Visualization of the Morse-Smale Summary of High-Dimensional...
predict.msc
Preditcion of partition probabilites of Morse-Smale Complex...

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