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krr

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A proof-of-concept type demo of the Binary Encoded SMARTS Pattern Enumeration + Molecular aCCess System molecular descriptor developed as part of Bachelor's Thesis: "Molecular descriptor engineering for machine learning predictions in atmospheric science." Includes a toy data set for demonstrative purposes.

  • Updated May 21, 2024
  • Python

Ontology-driven KRR system for explainable mental health risk awareness. Uses OWL, RDF, SWRL, and SPARQL to reason over emotions and symptoms extracted from text and generate transparent causal “why” explanations for inferred risk patterns.

  • Updated Jul 14, 2026
  • Python

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