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dataset: DepMap Cancer Cell Lines Collection - #70

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tristan-f-r wants to merge 114 commits into
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dataset-depmap
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tristan-f-r wants to merge 114 commits into
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dataset-depmap

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@tristan-f-r

@tristan-f-r tristan-f-r commented Mar 18, 2026 •

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TODOs:

  • Add preprocessing tfa scripts
  • Update preprocessing readme
  • Update depmap readme

@tristan-f-r tristan-f-r added dataset Mutating datasets in any way. blocked-by-other-pr For PRs that depend on other PRs. labels Mar 18, 2026
tristan-f-r and others added 2 commits March 18, 2026 16:54
Co-authored-by: Neha Talluri <78840540+ntalluri@users.noreply.github.com>
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ntalluri marked this pull request as ready for review May 26, 2026 22:25
interactome_df = pandas.read_csv(depmap_directory / "raw" / "9606.protein.physical.links.full.txt", sep=" ")

interactome_df = interactome_df.rename(columns={"protein1": "Interactor1", "protein2": "Interactor2", "combined_score": "Weight"})
interactome_df = interactome_df[interactome_df["Weight"] > 1]

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Suggested change
interactome_df = interactome_df[interactome_df["Weight"] > 1]
interactome_df = interactome_df[interactome_df["Weight"] > 1]
interactome_df["Weight"] = interactome_df["Weight"].div(1000) # combined_scores are between 1-1000: we normalize between 0-1

@ntalluri ntalluri changed the title dataset: DepMap dataset: DepMap Cancer Cell Lines Collection Aug 6, 2026

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