{
  "_id": "6a16c3f4acfb0bcc41d8829a",
  "Package": "minSNPs",
  "Title": "Resolution-Optimised SNPs Searcher",
  "Version": "0.2.0",
  "Authors@R": "c(person(\"Ludwig Kian Soon\", \"Hoon\", email = \"ldwgkshoon@gmail.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID =\"0000-0002-2310-3403\")), person(\"Peter\", \"Shaw\", email = \"peter.shaw.cs@gmail.com\", role = c(\"aut\", \"ctb\"), comment = c(ORCID =\"0000-0002-3187-8938\")), person(\"Phil\", \"Giffard\", email = \"Phil.Giffard@menzies.edu.au\", role = c(\"aut\", \"ctb\"), comment = c(ORCID =\"0000-0002-3030-9127\")))",
  "Description": "This is a R implementation of \"Minimum SNPs\" software as\ndescribed in \"Price E.P., Inman-Bamber, J., Thiruvenkataswamy,\nV., Huygens, F and Giffard, P.M.\" (2007)\n<doi:10.1186/1471-2105-8-278> \"Computer-aided identification of\npolymorphism sets diagnostic for groups of bacterial and viral\ngenetic variants.\"",
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  "URL": "https://github.com/ludwigHoon/minSNPs",
  "Repository": "https://ludwighoon.r-universe.dev",
  "Date/Publication": "2024-03-20 05:20:37 UTC",
  "RemoteUrl": "https://github.com/ludwighoon/minsnps",
  "RemoteRef": "HEAD",
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  "NeedsCompilation": "no",
  "Packaged": {
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    "User": "root"
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  "Author": "Ludwig Kian Soon Hoon [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-2310-3403>),\nPeter Shaw [aut, ctb] (ORCID: <https://orcid.org/0000-0002-3187-8938>),\nPhil Giffard [aut, ctb] (ORCID:\n<https://orcid.org/0000-0002-3030-9127>)",
  "Maintainer": "Ludwig Kian Soon Hoon <ldwgkshoon@gmail.com>",
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  "_user": "ludwighoon",
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  "_created": "2026-05-27T10:11:03.000Z",
  "_published": "2026-05-27T10:14:12.602Z",
  "_distro": "noble",
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  "_rbuild": "4.6.0",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
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  "_realowner": "ludwighoon",
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      "date": "2022-03-28"
    },
    {
      "version": "0.0.3",
      "date": "2022-08-27"
    },
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      "version": "0.0.4",
      "date": "2023-04-19"
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      "date": "2023-08-08"
    },
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      "version": "0.2.0",
      "date": "2024-03-05"
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  ],
  "_exports": [
    "cal_fn",
    "cal_fp",
    "cal_met_snp",
    "calculate_mcc",
    "calculate_mcc_multi",
    "calculate_percent",
    "calculate_simpson",
    "calculate_simpson_by_group",
    "calculate_variant_within_group",
    "check_meta_target",
    "check_multistate",
    "check_percent",
    "combine_fastq_search_result",
    "combine_search_string_result",
    "combine_search_string_result_from_files",
    "combine_search_string_result_from_list",
    "estimate_coverage",
    "extend_length",
    "find_optimised_snps",
    "full_merge_1",
    "generate_kmer_search_string",
    "generate_kmers",
    "generate_pattern",
    "generate_prioritisation",
    "generate_snp_search_string",
    "get_all_process_methods",
    "get_metric_fun",
    "get_snps_set",
    "infer_from_combined",
    "iterate_merge",
    "iterate_through",
    "map_profile_to_target",
    "match_count",
    "mcc_calculation",
    "merge_fasta",
    "output_result",
    "output_to_files",
    "parse_group_mcc",
    "parse_group_mcc_multi",
    "predict_balk",
    "process_allele",
    "process_kmer_result",
    "process_result_file",
    "process_snp_result",
    "profile_to_group_result",
    "read_fasta",
    "read_sequences_from_fastq",
    "remove_snp_conflict",
    "resolve_IUPAC_missing",
    "reverse_complement",
    "scramble_sequence",
    "search_from_fastq_reads",
    "search_from_reads",
    "sequence_reads_match_count",
    "summarise_result",
    "train_balk",
    "translate_position",
    "view_mcc",
    "view_mcc_multi",
    "view_percent",
    "view_simpson",
    "write_fasta"
  ],
  "_help": [
    {
      "page": "binomial_naive_bayes",
      "title": "'binomial_naive_bayes'",
      "topics": [
        "binomial_naive_bayes"
      ]
    },
    {
      "page": "cal_fn",
      "title": "'cal_fn'",
      "topics": [
        "cal_fn"
      ]
    },
    {
      "page": "cal_fp",
      "title": "'cal_fp'",
      "topics": [
        "cal_fp"
      ]
    },
    {
      "page": "cal_met_snp",
      "title": "'cal_met_snp'",
      "topics": [
        "cal_met_snp"
      ]
    },
    {
      "page": "calculate_mcc",
      "title": "'calculate_mcc'",
      "topics": [
        "calculate_mcc"
      ]
    },
    {
      "page": "calculate_mcc_multi",
      "title": "'calculate_mcc_multi'",
      "topics": [
        "calculate_mcc_multi"
      ]
    },
    {
      "page": "calculate_percent",
      "title": "'calculate_percent'",
      "topics": [
        "calculate_percent"
      ]
    },
    {
      "page": "calculate_simpson",
      "title": "'calculate_simpson'",
      "topics": [
        "calculate_simpson"
      ]
    },
    {
      "page": "calculate_simpson_by_group",
      "title": "'calculate_simpson_by_group'",
      "topics": [
        "calculate_simpson_by_group"
      ]
    },
    {
      "page": "calculate_state",
      "title": "'calculate_state'",
      "topics": [
        "calculate_state"
      ]
    },
    {
      "page": "calculate_variant_within_group",
      "title": "'identify_group_variant_breakdown'",
      "topics": [
        "calculate_variant_within_group"
      ]
    },
    {
      "page": "check_fasta_meta_mapping",
      "title": "'check_fasta_meta_mapping'",
      "topics": [
        "check_fasta_meta_mapping"
      ]
    },
    {
      "page": "check_meta_target",
      "title": "'check_meta_target'",
      "topics": [
        "check_meta_target"
      ]
    },
    {
      "page": "check_multistate",
      "title": "'check_multistate'",
      "topics": [
        "check_multistate"
      ]
    },
    {
      "page": "check_percent",
      "title": "'check_percent'",
      "topics": [
        "check_percent"
      ]
    },
    {
      "page": "coef.binomial_naive_bayes",
      "title": "'coef.binomial_naive_bayes'",
      "topics": [
        "coef.binomial_naive_bayes"
      ]
    },
    {
      "page": "combine_fastq_search_result",
      "title": "'combine_fastq_search_result'",
      "topics": [
        "combine_fastq_search_result"
      ]
    },
    {
      "page": "combine_search_string_result",
      "title": "'combine_search_string_result'",
      "topics": [
        "combine_search_string_result"
      ]
    },
    {
      "page": "combine_search_string_result_from_files",
      "title": "'combine_search_string_result_from_files'",
      "topics": [
        "combine_search_string_result_from_files"
      ]
    },
    {
      "page": "combine_search_string_result_from_list",
      "title": "'combine_search_string_result_from_list'",
      "topics": [
        "combine_search_string_result_from_list"
      ]
    },
    {
      "page": "estimate_coverage",
      "title": "'estimate_coverage'",
      "topics": [
        "estimate_coverage"
      ]
    },
    {
      "page": "extend_length",
      "title": "'extend_length'",
      "topics": [
        "extend_length"
      ]
    },
    {
      "page": "find_optimised_snps",
      "title": "'find_optimised_snps'",
      "topics": [
        "find_optimised_snps"
      ]
    },
    {
      "page": "full_merge",
      "title": "'full_merge'",
      "topics": [
        "full_merge"
      ]
    },
    {
      "page": "full_merge_1",
      "title": "'full_merge_1'",
      "topics": [
        "full_merge_1"
      ]
    },
    {
      "page": "generate_kmer_search_string",
      "title": "'generate_kmer_search_string'",
      "topics": [
        "generate_kmer_search_string"
      ]
    },
    {
      "page": "generate_kmers",
      "title": "'generate_kmers'",
      "topics": [
        "generate_kmers"
      ]
    },
    {
      "page": "generate_pattern",
      "title": "'generate_pattern'",
      "topics": [
        "generate_pattern"
      ]
    },
    {
      "page": "generate_prioritisation",
      "title": "'generate_prioritisation'",
      "topics": [
        "generate_prioritisation"
      ]
    },
    {
      "page": "generate_snp_search_string",
      "title": "'generate_snp_search_string'",
      "topics": [
        "generate_snp_search_string"
      ]
    },
    {
      "page": "get_all_process_methods",
      "title": "'get_all_process_methods'",
      "topics": [
        "get_all_process_methods"
      ]
    },
    {
      "page": "get_binomial_tables",
      "title": "'get_binomial_tables'",
      "topics": [
        "get_binomial_tables"
      ]
    },
    {
      "page": "get_metric_fun",
      "title": "'get_metric_fun'",
      "topics": [
        "get_metric_fun"
      ]
    },
    {
      "page": "get_snps_set",
      "title": "'get_snps_set'",
      "topics": [
        "get_snps_set"
      ]
    },
    {
      "page": "identify_overlaps",
      "title": "'identify_overlaps'",
      "topics": [
        "identify_overlaps"
      ]
    },
    {
      "page": "infer_from_combined",
      "title": "'infer_from_combined'",
      "topics": [
        "infer_from_combined"
      ]
    },
    {
      "page": "iterate_merge",
      "title": "'iterate_merge'",
      "topics": [
        "iterate_merge"
      ]
    },
    {
      "page": "iterate_through",
      "title": "'iterate_through'",
      "topics": [
        "iterate_through"
      ]
    },
    {
      "page": "map_profile_to_target",
      "title": "'map_profile_to_target'",
      "topics": [
        "map_profile_to_target"
      ]
    },
    {
      "page": "match_count",
      "title": "'match_count'",
      "topics": [
        "match_count"
      ]
    },
    {
      "page": "mcc_calculation",
      "title": "'mcc_calculation'",
      "topics": [
        "mcc_calculation"
      ]
    },
    {
      "page": "merge_fasta",
      "title": "'merge_fasta'",
      "topics": [
        "merge_fasta"
      ]
    },
    {
      "page": "output_result",
      "title": "'output_result'",
      "topics": [
        "output_result"
      ]
    },
    {
      "page": "output_to_files",
      "title": "'output_to_files'",
      "topics": [
        "output_to_files"
      ]
    },
    {
      "page": "parse_group_mcc",
      "title": "'parse_group_mcc'",
      "topics": [
        "parse_group_mcc"
      ]
    },
    {
      "page": "parse_group_mcc_multi",
      "title": "'parse_group_mcc_multi'",
      "topics": [
        "parse_group_mcc_multi"
      ]
    },
    {
      "page": "predict_balk",
      "title": "'predict_balk'",
      "topics": [
        "predict_balk"
      ]
    },
    {
      "page": "predict.binomial_naive_bayes",
      "title": "'predict.binomial_naive_bayes'",
      "topics": [
        "predict.binomial_naive_bayes"
      ]
    },
    {
      "page": "print.binomial_naive_bayes",
      "title": "'print.binomial_naive_bayes'",
      "topics": [
        "print.binomial_naive_bayes"
      ]
    },
    {
      "page": "process_allele",
      "title": "'process_allele'",
      "topics": [
        "process_allele"
      ]
    },
    {
      "page": "process_kmer_result",
      "title": "'process_kmer_result'",
      "topics": [
        "process_kmer_result"
      ]
    },
    {
      "page": "process_result_file",
      "title": "'process_result_file'",
      "topics": [
        "process_result_file"
      ]
    },
    {
      "page": "process_snp_result",
      "title": "'process_snp_result'",
      "topics": [
        "process_snp_result"
      ]
    },
    {
      "page": "profile_to_group_result",
      "title": "'profile_to_group_result'",
      "topics": [
        "profile_to_group_result"
      ]
    },
    {
      "page": "read_fasta",
      "title": "'read_fasta'",
      "topics": [
        "read_fasta"
      ]
    },
    {
      "page": "read_sequences_from_fastq",
      "title": "'read_sequences_from_fastq'",
      "topics": [
        "read_sequences_from_fastq"
      ]
    },
    {
      "page": "remove_snp_conflict",
      "title": "'remove_snp_conflic'",
      "topics": [
        "remove_snp_conflict"
      ]
    },
    {
      "page": "resolve_IUPAC_missing",
      "title": "'resolve_IUPAC_missing'",
      "topics": [
        "resolve_IUPAC_missing"
      ]
    },
    {
      "page": "reverse_complement",
      "title": "'reverse_complement'",
      "topics": [
        "reverse_complement"
      ]
    },
    {
      "page": "scramble_sequence",
      "title": "'scramble_sequence'",
      "topics": [
        "scramble_sequence"
      ]
    },
    {
      "page": "search_from_fastq_reads",
      "title": "'search_from_fastq_reads'",
      "topics": [
        "search_from_fastq_reads"
      ]
    },
    {
      "page": "search_from_reads",
      "title": "'search_from_reads'",
      "topics": [
        "search_from_reads"
      ]
    },
    {
      "page": "sequence_reads_match_count",
      "title": "'sequence_reads_match_count'",
      "topics": [
        "sequence_reads_match_count"
      ]
    },
    {
      "page": "summarise_result",
      "title": "'summarise_result'",
      "topics": [
        "summarise_result"
      ]
    },
    {
      "page": "summary.binomial_naive_bayes",
      "title": "'summary.binomial_naive_bayes'",
      "topics": [
        "summary.binomial_naive_bayes"
      ]
    },
    {
      "page": "train_balk",
      "title": "'train_balk'",
      "topics": [
        "train_balk"
      ]
    },
    {
      "page": "transform_snp",
      "title": "'transform_snp'",
      "topics": [
        "transform_snp"
      ]
    },
    {
      "page": "translate_position",
      "title": "'translate_position'",
      "topics": [
        "translate_position"
      ]
    },
    {
      "page": "view_mcc",
      "title": "'view_mcc'",
      "topics": [
        "view_mcc"
      ]
    },
    {
      "page": "view_mcc_multi",
      "title": "'view_mcc_multi'",
      "topics": [
        "view_mcc_multi"
      ]
    },
    {
      "page": "view_percent",
      "title": "'view_percent'",
      "topics": [
        "view_percent"
      ]
    },
    {
      "page": "view_simpson",
      "title": "'view_simpson'",
      "topics": [
        "view_simpson"
      ]
    },
    {
      "page": "write_fasta",
      "title": "'write_fasta'",
      "topics": [
        "write_fasta"
      ]
    }
  ],
  "_readme": "https://github.com/ludwighoon/minsnps/raw/HEAD/README.md",
  "_rundeps": [
    "BH",
    "BiocParallel",
    "codetools",
    "cpp11",
    "data.table",
    "formatR",
    "futile.logger",
    "futile.options",
    "lambda.r",
    "snow"
  ],
  "_vignettes": [
    {
      "source": "MinSNPs_Workflow.Rmd",
      "filename": "MinSNPs_Workflow.html",
      "title": "MinSNPs Workflow",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Reading & processing input for further analysis",
        "Identifying SNPs with high Simpson's index",
        "Identifying SNPs discriminating a group of interest",
        "Displaying/saving result"
      ],
      "created": "2021-08-22 04:56:25",
      "modified": "2023-04-19 09:35:17",
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