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Published March 4, 2025 | Version v0.0.36
Software Open

Tensor Extraction of Latent Features (T-ELF)

Authors/Creators

Description

HNMFk graph post-processing & root node naming

  • Added the ability to post-process HNMFk graphs based on the number of documents in leaf nodes.

    • New functions:
      • model.traverse_tiny_leaf_topics(threshold: int): Identifies outlier clusters where the number of documents is below the given threshold.
      • model.get_tiny_leaf_topics(): Retrieves tiny leaf nodes (processed separately).
      • model.process_tiny_leaf_topics(threshold: int): Processes the graph to separate tiny nodes based on the given threshold.
      • Resetting the graph by setting threshold=None restores the tiny nodes.

  • Added option to specify a root node name in HNMFk using root_node_name="Root".

    • Default is now "Root" instead of "*" to resolve Windows compatibility issues.

Bug(s)

  • Fixed a bug in Beaver where mismatched indexes caused incorrect highlighting.

Notes

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

Files

lanl/T-ELF-v0.0.36.zip

Files (26.1 MB)

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md5:5c66b725d7f27bbe3117e8689bc1925a
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Additional details

Related works

Is supplement to
Software: https://github.com/lanl/T-ELF/tree/v0.0.36 (URL)

Software

Repository URL
https://github.com/lanl/T-ELF