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Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.
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lanl/T-ELF
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About
Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.
Topics
machine-learning
hpc
gpu
matrix
matrix-factorization
feature-extraction
high-performance-computing
semi-supervised-learning
dimensionality-reduction
tensor-factorization
tensors
unsupervised-learning
matrix-completion
tensor-decomposition
latent-variables
blind-source-separation
non-negative-matrix-factorization
text-preprocessing
pattern-extraction