Learn R Programming

msr (version 0.4.4)

Morse-Smale Approximation, Regression and Visualization

Description

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.

Copy Link

Version

Install

install.packages('msr')

Monthly Downloads

64

Version

0.4.4

License

GPL-2

Maintainer

Samuel Gerber

Last Published

November 12th, 2015

Functions in msr (0.4.4)

msc.nn

Nearest Neighbor Morse Smale Complex
uci_crime_subset

UCI coummunity and crimes subset
predict.msc

Preditcion of partition probabilites of Morse-Smale Complex or regression prediction for Morse-Smale regression models
camera_estimation

Energy Function of a Camera Estimation Problem
diagonal

Diagonal Function
fourpeaks

Fourpeaks Function
msc.level.ind

Compute Indicies for Morse Smale Complex Level
plot.msc

Visualization of the Morse-Smale Summary of High-Dimensional Scalar Functions
msc.slm

Morse Smale Complex Simultaneous Linear Regression
msc.lm

Morse Smale Complex Linear Regression
msc.sublevels

Extract levels from Morse Smale Complex
msr-package

Data Analysis with the Morse-Smale Complex