Tensor Extraction of Latent Features (T-ELF)

Published April 22, 2024 | Version v0.0.16

Software Open

Fixes a bug for HPC HNMFk capability when checkpointing would not save if using custom callback functionality.
Fixes a bug in the stopwords option in Vulture Clean that excludes hyphens from stop word checks, a boolean in iterable's place bug.
Fixes a bug to flatten the output dictionary in the Vulture Acronyms module, a dictionary iteration bug.
Fixes a bug where itertools was missing in permutation import in Vulture material permutations.
Fixes a bug in Vulture materials permutations for the save_path definition.
Adds Ks range and X shape checks for HNMFk to make sure the decomposition can still be done if using a callback functionality.
Adds a feature to include lowercased materials in permutations.
Adds future for material permutations.
Adds multithread string consolidation in levenshtein.
Levenshtein consolidation criteria change from shorest string to most common string.
Moves HNMFk leaf node termination, based on sample threshold, to after factorization to obtain the latent factors W and H even for nodes where number of samples are less than the threshold.

Notes

If you use this software, please cite it as below.

Name	Size	Download all
lanl/T-ELF-v0.0.16.zip md5:10e5c92334f075b5790d366c793af7cb	23.8 MB	Preview Download

Is supplement to: Software: https://github.com/lanl/T-ELF/tree/v0.0.16 (URL)