/usr/share/doc/r-cran-nmf/TODO is in r-cran-nmf 0.20.6-1.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | Features:
o handle missing data in target matrix
o NMF model/algorithm class for MCMC based NMF
o function/option to run standard consensus clustering,
i.e. with a different set sample for each run.
Possibly also use subsets of features and consensus matrix for them (memory issue).
o incorporate silhouette values/plots, notably in heatmaps
o support for other type of matrix-like objects (e.g., bigmatrix, Matrix)
o import/export functions
Documentation:
o improve/update vignettes
Technical/Internals:
o change plot.NMFrankestimate to screeplot, remove class NMFrankestimate,
change it to normal NMFlist
o Switch to the interface defined in the package modeltools
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