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molecular-descriptors

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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

DeepEntXAI is an explainable deep learning model for predicting compound activity and efficacy on unlabelled data, integrating Hybrid XAI and LIME to identify key molecular features for drug screening against the Enterobacteriaceae family.

  • Updated Jun 15, 2025
  • Jupyter Notebook

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