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ABelov

ABelov

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VCA algorithm with UnmixR package
This document explains implementation details of VCA algorithm.
ICE algorithm with UnmixR package
This document explains implementation details of ICE algorithm and gives some clarification abour its parameters.
Laser data examination
Examination of gyperspectral laser data
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A brief benchmarking of SVD and PCA
Abundances calculations
Abundances calculations using endmembers provided by N-FINDR or VCA algorithm.
Comparison of nnls::nnls and limSolve::lsei input and output formats
This report shows that it is possible to replace nnls method with lsei without changing unmixR package behaviour.
NOAA Weather Data Analysis
Peer Assignment 2