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Novelty Score Calculation Update #30
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Updated novelty score calcualtions including integrations of: 1. Clinical Trials/ Clinical Approvals - MVP1 2. TDLs - MVP2 3. Gene Distinctiveness - MVP2
Removed local imports from files and transferred functions from the files to compute_novelty.py
Due to code import in compute_novelty.py, removed files: known.py, molecular_similarity.py, extr_smile_molpro_by_id.py
Removed commented code from compute_novelty.py
Switched error cases to include 0s instead of "NAN" ion the Dataframe.
Redis is implemented in the function get_publication_info to compute recency score at a much faster rate.
Used updated links to produce SMILEs for Molecular similarity computation in lesser time.
maximusunc
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- Please remove the
.ideafolder from this PR, and add it to the.gitignore. - This repo also uses black, which is why one of the CI/CD checks is failing. This auto-formats all the code and makes sure that it is formatted to a certain standard. I would get all your other commits in order and then run this, which will make many many updates and then you can commit all these black changes together.
Removed commented lines of code Removed system path lines Updated code to remove depreciation issues Removed chk_gene_nmf.py Updated code to look for publications in all applicable locations for all ARAs
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The code no longer works "as is". All of the existing imports that have to do with gene_nmf and dcc need to be changed to relative imports.
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Looks good! Thanks for all your work @pg427 !!
Updated novelty score calcualtions including integrations of: