{
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  "Package": "ontophylo",
  "Title": "Ontology-Informed Phylogenetic Comparative Analyses",
  "Version": "1.0.0",
  "Authors@R": "c(person(c(\"Diego\", \"S.\"), \"Porto\",\nemail = \"diegosporto@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID=\"0000-0002-1657-9606\")\n),\nperson(\"Sergei\", \"Tarasov\",\nemail = \"sergei.tarasov@helsinki.fi\",\nrole = c(\"aut\"),\ncomment = c(ORCID=\"0000-0001-5237-2330\")\n)\n)",
  "Description": "This package provides new phylogenetic tools for analyzing\ndiscrete trait data integrating bio-ontologies and\nphylogenetics. It expands on the previous work of Tarasov et\nal. (2019). The PARAMO pipeline allows to reconstruct ancestral\nphenomes treating groups of morphological traits as a single\ncomplex character. The pipeline incorporates knowledge from\nontologies during the amalgamation of individual character\nstochastic maps. Here we expand the current PARAMO\nfunctionality by adding new statistical methods for inferring\nevolutionary phenome dynamics using non-homogeneous Poisson\nprocess (NHPP). The new functionalities include: (1)\nreconstruction of evolutionary rate shifts of phenomes across\nlineages and time; (2) reconstruction of morphospace dynamics\nthrough time; and (3) estimation of rates of phenome evolution\nat different levels of anatomical hierarchy (e.g., entire body\nor specific regions only). The package also includes\nuser-friendly tools for visualizing evolutionary rates of\ndifferent anatomical regions using PNG vector images of the\norganisms of interest.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "Language": "en-US",
  "URL": "https://github.com/diegosasso/ontophylo",
  "BugReports": "https://github.com/diegosasso/ontophylo/issues",
  "VignetteBuilder": "knitr",
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  "Repository": "https://diegosasso.r-universe.dev",
  "Date/Publication": "2023-12-08 09:49:35 UTC",
  "RemoteUrl": "https://github.com/diegosasso/ontophylo",
  "RemoteRef": "HEAD",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-18 08:24:14 UTC",
    "User": "root"
  },
  "Author": "Diego S. Porto [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-1657-9606>),\nSergei Tarasov [aut] (ORCID: <https://orcid.org/0000-0001-5237-2330>)",
  "Maintainer": "Diego S. Porto <diegosporto@gmail.com>",
  "MD5sum": "1cb60c358b7cf9bd095d74755f68ffc2",
  "_user": "diegosasso",
  "_type": "src",
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  "_created": "2026-05-18T08:24:14.000Z",
  "_published": "2026-06-02T16:19:19.632Z",
  "_distro": "noble",
  "_jobs": [
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    "committer": "Diego Sasso Porto <59983061+diegosasso@users.noreply.github.com>",
    "message": "Update README.md\n",
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      "package": "ggplot2",
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    {
      "package": "stringdist",
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    {
      "package": "phytools",
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    {
      "package": "ontologyIndex",
      "role": "Imports"
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    {
      "package": "RColorBrewer",
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      "package": "grid",
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  "_assets": [
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      "date": "2023-12-20"
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      "version": "1.1.3",
      "date": "2024-01-10"
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  "_exports": [
    "add_noise_MD",
    "add_pseudodata",
    "anat_plot",
    "color.bar",
    "derivative_KDE",
    "discr_Simmap",
    "discr_Simmap_all",
    "edge_profiles4plotting",
    "edgeplot",
    "estimate_band_W",
    "estimate_edge_KDE",
    "estimate_edge_KDE_Markov_kernel_unnorm",
    "get_descendants_chars",
    "get_rough_state_cols",
    "get_vector_ids_list",
    "get_vector_ids_per_term",
    "integrate_edge_KDE",
    "list2edges",
    "loess_smoothing_KDE",
    "make_colors",
    "make_colors_relative_scale",
    "make_contMap_KDE",
    "make_data_NHPP_KDE_Markov_kernel",
    "make_pic",
    "make_postPois_KDE",
    "mds_plot",
    "merge_branch_cat",
    "merge_tree_cat",
    "merge_tree_cat_list",
    "MultiScale.simmap",
    "normalize_KDE",
    "paramo",
    "paramo.list",
    "path_hamming_over_all_edges",
    "path_hamming_over_trees_KDE",
    "pNHPP",
    "posterior_lambda_KDE",
    "posterior_lambda_KDE_Distr",
    "RAC_query",
    "read_Simmap_Rev"
  ],
  "_datasets": [
    {
      "name": "HAO",
      "title": "",
      "object": "HAO",
      "class": [
        "ontology_index"
      ],
      "fields": [],
      "table": true,
      "tojson": false
    },
    {
      "name": "hym_annot",
      "title": "",
      "object": "hym_annot",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "char_id",
        "onto_id",
        "label"
      ],
      "rows": 30,
      "table": true,
      "tojson": true
    },
    {
      "name": "hym_graph",
      "title": "",
      "object": "hym_graph",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "Term",
        "ID",
        "pic_id"
      ],
      "rows": 46,
      "table": true,
      "tojson": true
    },
    {
      "name": "hym_hm",
      "title": "",
      "object": "hym_hm",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "hym_img",
      "title": "",
      "object": "hym_img",
      "class": [
        "Picture"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "hym_kde",
      "title": "",
      "object": "hym_kde",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "hym_matrix",
      "title": "",
      "object": "hym_matrix",
      "class": [
        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
        "CH1",
        "CH2",
        "CH3",
        "CH4",
        "CH5",
        "CH6",
        "CH7",
        "CH8",
        "CH9",
        "CH10",
        "CH11",
        "CH12",
        "CH13",
        "CH14",
        "CH15",
        "CH16",
        "CH17",
        "CH18",
        "CH19",
        "CH20",
        "CH21",
        "CH22",
        "CH23",
        "CH24",
        "CH25",
        "CH26",
        "CH27",
        "CH28",
        "CH29",
        "CH30"
      ],
      "rows": 87,
      "table": true,
      "tojson": true
    },
    {
      "name": "hym_nhpp",
      "title": "",
      "object": "hym_nhpp",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "hym_stm",
      "title": "",
      "object": "hym_stm",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "hym_stm_amalg",
      "title": "",
      "object": "hym_stm_amalg",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "hym_stm_mds",
      "title": "",
      "object": "hym_stm_mds",
      "class": [
        "multiPhylo"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "hym_tree",
      "title": "",
      "object": "hym_tree",
      "class": [
        "phylo"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "add_noise_MD",
      "title": "Adding noise to MDS from one stochastic character map",
      "topics": [
        "add_noise_MD"
      ]
    },
    {
      "page": "add_pseudodata",
      "title": "Add pseudodata",
      "topics": [
        "add_pseudodata"
      ]
    },
    {
      "page": "anat_plot",
      "title": "Plot Picture",
      "topics": [
        "anat_plot"
      ]
    },
    {
      "page": "color.bar",
      "title": "Color bar",
      "topics": [
        "color.bar"
      ]
    },
    {
      "page": "derivative_KDE",
      "title": "Calculate KDE derivative over edges",
      "topics": [
        "derivative_KDE"
      ]
    },
    {
      "page": "discr_Simmap",
      "title": "Reading unsummarized simmap for one tree",
      "topics": [
        "discr_Simmap"
      ]
    },
    {
      "page": "discr_Simmap_all",
      "title": "Reading unsummarized simmap for a list of trees",
      "topics": [
        "discr_Simmap_all"
      ]
    },
    {
      "page": "edge_profiles4plotting",
      "title": "Make edge profiles for plotting",
      "topics": [
        "edge_profiles4plotting"
      ]
    },
    {
      "page": "edgeplot",
      "title": "Plot edge profiles and contMap",
      "topics": [
        "edgeplot"
      ]
    },
    {
      "page": "estimate_band_W",
      "title": "Estimate bandwidth",
      "topics": [
        "estimate_band_W"
      ]
    },
    {
      "page": "estimate_edge_KDE",
      "title": "Estimate the normalized Markov KDE",
      "topics": [
        "estimate_edge_KDE"
      ]
    },
    {
      "page": "estimate_edge_KDE_Markov_kernel_unnorm",
      "title": "Estimate the unnormalized Markov KDE",
      "topics": [
        "estimate_edge_KDE_Markov_kernel_unnorm"
      ]
    },
    {
      "page": "get_descendants_chars",
      "title": "Get characters that are the descendants of a selected ontology term",
      "topics": [
        "get_descendants_chars"
      ]
    },
    {
      "page": "get_path_edges",
      "title": "Get edges IDs from root to a given node.",
      "topics": [
        "get_path_edges"
      ]
    },
    {
      "page": "get_rough_state_cols",
      "title": "Multiple character state colors",
      "topics": [
        "get_rough_state_cols"
      ]
    },
    {
      "page": "get_states_path",
      "title": "Get state information about a given path.",
      "topics": [
        "get_states_path"
      ]
    },
    {
      "page": "get_vector_ids_list",
      "title": "Wrapper for getting vector layer IDs for multiple terms",
      "topics": [
        "get_vector_ids_list"
      ]
    },
    {
      "page": "get_vector_ids_per_term",
      "title": "Get vector layer IDs for single term",
      "topics": [
        "get_vector_ids_per_term"
      ]
    },
    {
      "page": "integrate_edge_KDE",
      "title": "Calculate KDE integral over edges",
      "topics": [
        "integrate_edge_KDE"
      ]
    },
    {
      "page": "join_edges",
      "title": "Join neighboring edges in edge profiles.",
      "topics": [
        "join_edges"
      ]
    },
    {
      "page": "KDE_unnorm_trunc_Markov",
      "title": "KDE for unnormalized Markov kernel vectorized.",
      "topics": [
        "KDE_unnorm_trunc_Markov"
      ]
    },
    {
      "page": "KDE_unnormalized_scalar_Markov_kernel",
      "title": "KDE for unnormalized Markov kernel.",
      "topics": [
        "KDE_unnormalized_scalar_Markov_kernel"
      ]
    },
    {
      "page": "list2edges",
      "title": "Convert list to edge matrix",
      "topics": [
        "list2edges"
      ]
    },
    {
      "page": "loess_smoothing_KDE",
      "title": "Get loess smoothing for the unnormalized Markov KDE",
      "topics": [
        "loess_smoothing_KDE"
      ]
    },
    {
      "page": "make_colors",
      "title": "Make color palette for image plotting",
      "topics": [
        "make_colors"
      ]
    },
    {
      "page": "make_colors_relative_scale",
      "title": "Make color palette for image plotting with relative scale",
      "topics": [
        "make_colors_relative_scale"
      ]
    },
    {
      "page": "make_contMap_KDE",
      "title": "Make contMap KDE object",
      "topics": [
        "make_contMap_KDE"
      ]
    },
    {
      "page": "make_data_NHPP_KDE_Markov_kernel",
      "title": "Get NHPP data for all edges (Markov KDE)",
      "topics": [
        "make_data_NHPP_KDE_Markov_kernel"
      ]
    },
    {
      "page": "make_data_NHPP_over_edge_MarkovKDE",
      "title": "Get NHPP data for a given edge (Markov KDE)",
      "topics": [
        "make_data_NHPP_over_edge_MarkovKDE"
      ]
    },
    {
      "page": "make_pic",
      "title": "Assign colors to picture ID layers",
      "topics": [
        "make_pic"
      ]
    },
    {
      "page": "make_postPois_KDE",
      "title": "Make posterior distribution of NHPP",
      "topics": [
        "make_postPois_KDE"
      ]
    },
    {
      "page": "mds_plot",
      "title": "Plot morphospace from MDS",
      "topics": [
        "mds_plot"
      ]
    },
    {
      "page": "merge_branch_cat",
      "title": "Merge state bins over branch",
      "topics": [
        "merge_branch_cat"
      ]
    },
    {
      "page": "merge_tree_cat",
      "title": "Merge state bins over a tree",
      "topics": [
        "merge_tree_cat"
      ]
    },
    {
      "page": "merge_tree_cat_list",
      "title": "Merge state bins over a tree list",
      "topics": [
        "merge_tree_cat_list"
      ]
    },
    {
      "page": "MultiScale.simmap",
      "title": "Multidimensional scaling of character states from one stochastic character map",
      "topics": [
        "MultiScale.simmap"
      ]
    },
    {
      "page": "normalize_KDE",
      "title": "Normalize loess smoothing",
      "topics": [
        "normalize_KDE"
      ]
    },
    {
      "page": "paramo",
      "title": "PARAMO",
      "topics": [
        "paramo"
      ]
    },
    {
      "page": "paramo.list",
      "title": "Stack multiple discrete stochastic character map lists",
      "topics": [
        "paramo.list"
      ]
    },
    {
      "page": "path_hamming",
      "title": "Path hamming",
      "topics": [
        "path_hamming"
      ]
    },
    {
      "page": "path_hamming_over_all_edges",
      "title": "Hamming distances for a tree",
      "topics": [
        "path_hamming_over_all_edges"
      ]
    },
    {
      "page": "path_hamming_over_trees_KDE",
      "title": "Hamming distances for a list of trees",
      "topics": [
        "path_hamming_over_trees_KDE"
      ]
    },
    {
      "page": "pNHPP",
      "title": "Phylogenetic Non-Homogeneous Poisson Process (pNHPP) method",
      "topics": [
        "pNHPP"
      ]
    },
    {
      "page": "posterior_lambda_KDE",
      "title": "Get analytical posterior",
      "topics": [
        "posterior_lambda_KDE"
      ]
    },
    {
      "page": "posterior_lambda_KDE_Distr",
      "title": "Get distributions of analytical posterior",
      "topics": [
        "posterior_lambda_KDE_Distr"
      ]
    },
    {
      "page": "RAC_query",
      "title": "Retrieve all characters under a given set of terms",
      "topics": [
        "RAC_query"
      ]
    },
    {
      "page": "read_Simmap_Rev",
      "title": "Reading stochastic character maps file from ReVBayes",
      "topics": [
        "read_Simmap_Rev"
      ]
    },
    {
      "page": "stack_stm",
      "title": "Stack two discrete stochastic character maps.",
      "topics": [
        "stack_stm"
      ]
    },
    {
      "page": "stack2",
      "title": "Stack two discrete stochastic character map lists; x and y are the list of state names (i.e. maps).",
      "topics": [
        "stack2"
      ]
    }
  ],
  "_readme": "https://github.com/diegosasso/ontophylo/raw/HEAD/README.md",
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