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jhadziahDev / Diverse-Protein-Discovery-in-Large-Scale-Datasets-A-Machine-Learning-Perspective

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This work was aimed at finding methods to identify the most distant proteins and most diverse subsets of proteins from large protein databases in a scalable and efficient way using a dataset of protein embeddings from SwissProt, data mining techniques and metaheuristics.

data-science bioinformatics proteins machine-learning-algorithms bigdata bruteforce embeddings memetic-algorithms tabu-search diversity-measures dissertation-project metaheuristic-algorithms protein-embeddings maxsum
  • Updated Jan 10, 2024
  • Python

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