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Exploring Machine Learning & Deep Learning Techniques for Drug Discovery

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Computer Aided Drug Design (CADD) Project

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This repository contains my explorations in computational drug discovery!

  • Bioinformatics excercise to search for drug-like molecules following the rule-of-five
  • Generative NLP modeling for SMILES token-level prediction task
  • Classic ML for SMILES autocompletion using Trie data structure

(Author: Samira Pakravan, spakravan@ucsb.edu)

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Exploring Machine Learning & Deep Learning Techniques for Drug Discovery

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