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We need to implement an All-Pairs Similarity Search (APSS) when computing top N tanimoto similarities for each compound. Right now we have a naive O(n**2) algorithm. We need to put in filtering heuristics that help reduce the search space.
We need to implement an All-Pairs Similarity Search (APSS) when computing top N tanimoto similarities for each compound. Right now we have a naive O(n**2) algorithm. We need to put in filtering heuristics that help reduce the search space.
Papers:
2017: https://scholarworks.sjsu.edu/cgi/viewcontent.cgi?article=1039&context=computer_eng_pub
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