{
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  "Package": "peptoolkit",
  "Type": "Package",
  "Title": "A Toolkit for Using Peptide Sequences in Machine Learning",
  "Version": "0.0.2",
  "Authors@R": "person(\"Josep-Ramon\", \"Codina\", , \"jrc356@miami.edu\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0003-4391-450X\"))",
  "Description": "This toolkit is designed for manipulation and analysis of\npeptides. It provides functionalities to assist researchers in\npeptide engineering and proteomics. Users can manipulate\npeptides by adding amino acids at every position, count\noccurrences of each amino acid at each position, and transform\namino acid counts based on probabilities. The package offers\nfunctionalities to select the best versus the worst peptides\nand analyze these peptides, which includes counting specific\nresidues, reducing peptide sequences, extracting features\nthrough One Hot Encoding (OHE), and utilizing Quantitative\nStructure-Activity Relationship (QSAR) properties (based in the\npackage 'Peptides' by Osorio et al. (2015)\n<doi:10.32614/RJ-2015-001>). This package is intended for both\nresearchers and bioinformatics enthusiasts working on\npeptide-based projects, especially for their use with machine\nlearning.",
  "License": "GPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.3",
  "URL": "https://github.com/jrcodina/peptoolkit",
  "BugReports": "https://github.com/jrcodina/peptoolkit/issues",
  "Config/pak/sysreqs": "libicu-dev",
  "Repository": "https://jrcodina.r-universe.dev",
  "Date/Publication": "2023-09-26 19:58:10 UTC",
  "RemoteUrl": "https://github.com/jrcodina/peptoolkit",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-07 07:56:45 UTC",
    "User": "root"
  },
  "Author": "Josep-Ramon Codina [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-4391-450X>)",
  "Maintainer": "Josep-Ramon Codina <jrc356@miami.edu>",
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  "_type": "src",
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    "description": "Ph.D student BIochemistry and Molecular Biology. Biotechnology major and Masters of Pharmacy,  learning Data Analysis.",
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    "name": "Josep Ramón Codina García-Andrade",
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    "extract_features_OHE",
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    "filter_residues",
    "increment",
    "reduce_sequences",
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    {
      "page": "appearance_to_binary",
      "title": "Transform Amino Acid Appearance Probability into -1, 0, or 1",
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      ]
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      ]
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      ]
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      "title": "Filter Peptides by Residue Counts",
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      "title": "Increment Peptide Sequences",
      "topics": [
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      ]
    },
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      "title": "Reduce Peptide Sequences by One Residue",
      "topics": [
        "reduce_sequences"
      ]
    },
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      "title": "Select Best vs Worst Peptides",
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      ]
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