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  "Title": "Programmatic access to ProteinGym datasets in R/Bioconductor",
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  "Description": "The ProteinGymR package provides analysis-ready data\nresources from ProteinGym, generated by Notin et al., 2023, as\nwell as built-in functionality to visualize the data.\nProteinGym comprises a collection of benchmarks for evaluating\nthe performance of models predicting the effect of point\nmutations. This package provides access to 1. deep mutational\nscanning (DMS) scores from 217 assays measuring the impact of\nall possible amino acid substitutions across 186 proteins, 2.\nmodel performance metrics and prediction scores from 79 variant\nprediction models in the zero-shot setting and 12 models in the\nsemi-supervised setting.",
  "License": "Artistic-2.0",
  "URL": "https://github.com/ccb-hms/ProteinGymR",
  "BugReports": "https://github.com/ccb-hms/ProteinGymR/issues",
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  "Date/Publication": "2026-04-28 12:37:44 UTC",
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  "Author": "Tram Nguyen [aut, cre] (ORCID: <https://orcid.org/0000-0003-4809-6227>),\nPascal Notin [aut],\nAaron Kollasch [aut],\nDebora Marks [aut],\nLudwig Geistlinger [aut]",
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