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TELF 0.0.41 documentation

Contents:

TELF.factorization.NMFk: Non-negative Matrix Factorization with Automatic Model Determination
TELF.factorization.HNMFk: Hierarchical Non-negative Matrix Factorization with Automatic Model Determination
TELF.factorization.RESCALk: RESCAL with Automatic Model Determination
TELF.factorization.TriNMFk: NMFk with Automatic Determination of Latent Clusters and Patterns
TELF.factorization.SymNMFk: Symmetric Non-negative Matrix Factorization with Automatic Model Determination
TELF.factorization.SPLIT: Joint NMFk factorization of multiple data via SPLIT
TELF.factorization.SPLITTransfer: Supervised transfer learning method via SPLIT and NMFk
TELF.pre_processing.Beaver: Fast matrix and tensor building tool
TELF.pre_processing.Vulture: Advanced text pre-processing and cleaning tool for NLP and text-mining
TELF.applications.Cheetah: Advanced search by keywords and phrases
TELF.pre_processing.Orca: Duplicate author detector for text mining and information retrival
TELF.post_processing.Wolf: Graph centrality and ranking tool
TELF.pre_processing.iPenguin: Online information retrieval tool for Scopus, SemanticScholar, and OSTI
TELF.applications.Penguin: Text storage tool
TELF.applications.Bunny: Dataset generation tool for documents and their citations/references
TELF.post_processing.SeaLion: Generic report generation tool
TELF.post_processing.Fox: Report generation tool for text data from HNMFk using local LLMs
TELF.post_processing.ArcticFox: Report generation tool for text data from HNMFk using local LLMs
TELF.pre_processing.Squirrel: Dataset pruning tool
TELF
- TELF package
  - TELF.factorization package
    
    TELF.factorization.decompositions package
    
    TELF.factorization.utilities package
  - TELF.pre_processing package
    
    TELF.pre_processing.Beaver package
    
    TELF.pre_processing.Vulture package

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By Maksim E. Eren, Nicholas Solovyev, Ryan Barron, Manish Bhattarai, Ismael Boureima, Erik Skau, Kim Rasmussen, Boian S. Alexandrov