janusplot/codemeta.json at main · max578/janusplot · GitHub

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{
  "@context": "https://doi.org/10.5063/schema/codemeta-2.0",
  "@type": "SoftwareSourceCode",
  "identifier": "janusplot",
  "description": "Render a pairwise, asymmetric smoothed-association matrix of continuous variables. Each cell shows the fitted spline from an mgcv generalised additive model, with the upper triangle displaying gam(x_j ~ s(x_i)) and the lower triangle gam(x_i ~ s(x_j)). The intentional asymmetry reveals heteroscedasticity, leverage, and directional non-linearity that a single scalar correlation hides. An asymmetry index and a 24-category shape taxonomy quantify the directional difference and qualitative form of each fitted smooth. Motivated by the additive noise model of causal discovery; intended as a pre-discovery diagnostic, not a causal-inference procedure.",
  "name": "janusplot: Asymmetric Smoothed-Association Matrices via GAM Fits",
  "codeRepository": "https://github.com/max578/janusplot",
  "issueTracker": "https://github.com/max578/janusplot/issues",
  "license": "https://spdx.org/licenses/GPL-3.0-or-later",
  "version": "0.1.0",
  "programmingLanguage": {
    "@type": "ComputerLanguage",
    "name": "R",
    "url": "https://r-project.org"
  },
  "runtimePlatform": "R (>= 4.3.0)",
  "author": [
    {
      "@type": "Person",
      "givenName": "Max",
      "familyName": "Moldovan",
      "email": "max.moldovan@adelaide.edu.au",
      "@id": "https://orcid.org/0000-0001-9680-8474",
      "affiliation": {
        "@type": "Organization",
        "name": "Adelaide University"
      }
    }
  ],
  "maintainer": [
    {
      "@type": "Person",
      "givenName": "Max",
      "familyName": "Moldovan",
      "email": "max.moldovan@adelaide.edu.au",
      "@id": "https://orcid.org/0000-0001-9680-8474"
    }
  ],
  "keywords": [
    "visualisation",
    "generalised-additive-models",
    "mgcv",
    "asymmetric-associations",
    "pairwise-plot",
    "exploratory-data-analysis",
    "causal-discovery-diagnostic"
  ],
  "softwareRequirements": {
    "1": {
      "@type": "SoftwareApplication",
      "identifier": "mgcv",
      "name": "mgcv",
      "version": ">= 1.9.0"
    },
    "2": {
      "@type": "SoftwareApplication",
      "identifier": "ggplot2",
      "name": "ggplot2",
      "version": ">= 3.5.0"
    },
    "3": {
      "@type": "SoftwareApplication",
      "identifier": "patchwork",
      "name": "patchwork",
      "version": ">= 1.1.0"
    },
    "4": {
      "@type": "SoftwareApplication",
      "identifier": "cli",
      "name": "cli",
      "version": ">= 3.6.0"
    },
    "5": {
      "@type": "SoftwareApplication",
      "identifier": "rlang",
      "name": "rlang",
      "version": ">= 1.1.0"
    },
    "6": {
      "@type": "SoftwareApplication",
      "identifier": "lifecycle",
      "name": "lifecycle",
      "version": ">= 1.0.0"
    },
    "7": {
      "@type": "SoftwareApplication",
      "identifier": "grid",
      "name": "grid"
    },
    "8": {
      "@type": "SoftwareApplication",
      "identifier": "stats",
      "name": "stats"
    }
  },
  "relatedLink": "https://max578.github.io/janusplot/"
}