NMF_HALS: HALS algorithm for NMF
In DongyueXie/stm: Empirical Bayes Poisson Matrix Factorization
NMF_HALS R Documentation
HALS algorithm for NMF
Description
HALS algorithm for NMF
Usage
NMF_HALS(
X,
K,
smooth_u = F,
smooth_v = T,
ord = 1,
smooth_method = "trendfiltering",
filter.number = 1,
family = "DaubExPhase",
pos_u,
pos_v,
maxiter = 100,
printevery = 10,
tol = 0.01
)
Arguments
X
N by p matrix
smooth_method
'trendfiltering', 'wavelet' or 'runmed'
pos_u, pos_v
position of observations
k
number of topics
DongyueXie/stm documentation built on June 18, 2024, 11:01 a.m.
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| NMF_HALS | R Documentation |
HALS algorithm for NMF
Description
HALS algorithm for NMF
Usage
NMF_HALS(
X,
K,
smooth_u = F,
smooth_v = T,
ord = 1,
smooth_method = "trendfiltering",
filter.number = 1,
family = "DaubExPhase",
pos_u,
pos_v,
maxiter = 100,
printevery = 10,
tol = 0.01
)
Arguments
X |
N by p matrix |
smooth_method |
'trendfiltering', 'wavelet' or 'runmed' |
pos_u, pos_v |
position of observations |
k |
number of topics |
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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