{
  "_id": "6a492b5db5e98c4082a0c8d4",
  "Type": "Package",
  "Package": "fastadi",
  "Title": "Self-Tuning Data Adaptive Matrix Imputation",
  "Version": "0.1.2.9000",
  "Authors@R": "c(person(given = \"Alex\",\nfamily = \"Hayes\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"alexpghayes@gmail.com\",\ncomment = c(ORCID = \"0000-0002-4985-5160\")),\nperson(given = \"Juhee\",\nfamily = \"Cho\",\nrole = \"aut\"),\nperson(given = \"Donggyu\",\nfamily = \"Kim\",\nrole = \"aut\"),\nperson(given = \"Karl\",\nfamily = \"Rohe\",\nrole = \"aut\"))",
  "Description": "Implements the AdaptiveImpute matrix completion algorithm\nof 'Intelligent Initialization and Adaptive Thresholding for\nIterative Matrix Completion'\n<doi:10.1080/10618600.2018.1518238> as well as the specialized\nvariant of 'Co-Factor Analysis of Citation Networks'\n<doi:10.1080/10618600.2024.2394464>. AdaptiveImpute is useful\nfor embedding sparsely observed matrices, often out performs\ncompeting matrix completion algorithms, and self-tunes its\nhyperparameter, making usage easy.",
  "License": "MIT + file LICENSE",
  "URL": "https://rohelab.github.io/fastadi/,\nhttps://github.com/RoheLab/fastadi",
  "BugReports": "https://github.com/RoheLab/fastadi/issues",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE, roclets = c (\"namespace\", \"rd\"))",
  "RoxygenNote": "7.3.2",
  "Config/testthat/edition": "3",
  "Repository": "https://rohelab.r-universe.dev",
  "Date/Publication": "2025-05-02 19:12:24 UTC",
  "RemoteUrl": "https://github.com/rohelab/fastadi",
  "RemoteRef": "HEAD",
  "RemoteSha": "78c966d2408cc3790db699edbe1fec95c999f8e8",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-07-04 15:41:17 UTC",
    "User": "root"
  },
  "Author": "Alex Hayes [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-4985-5160>),\nJuhee Cho [aut],\nDonggyu Kim [aut],\nKarl Rohe [aut]",
  "Maintainer": "Alex Hayes <alexpghayes@gmail.com>",
  "_user": "rohelab",
  "_type": "src",
  "_file": "fastadi_0.1.2.9000.tar.gz",
  "_fileid": "https://r2.ropensci.org/40b620fbfade588ed4c4f1c8f9f15009bd23ed5c8e023305eac15d98e0a33e39",
  "_filesize": 131873,
  "_sha256": "40b620fbfade588ed4c4f1c8f9f15009bd23ed5c8e023305eac15d98e0a33e39",
  "_expires": "2026-10-12T15:48:44.000Z",
  "_created": "2026-07-04T15:41:17.000Z",
  "_published": "2026-07-04T15:48:45.616Z",
  "_jobs": [
    {
      "job": 85144990186,
      "time": 196,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8083090561"
    },
    {
      "job": 85144990183,
      "time": 181,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8083088543"
    },
    {
      "job": 85144990170,
      "time": 172,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8083087949"
    },
    {
      "job": 85144990202,
      "time": 188,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8083089338"
    },
    {
      "job": 85144990178,
      "time": 164,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8083085999"
    },
    {
      "job": 85144990203,
      "time": 376,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8083112040"
    },
    {
      "job": 85144990173,
      "time": 166,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8083086770"
    },
    {
      "job": 85144990171,
      "time": 280,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8083100371"
    },
    {
      "job": 85144759470,
      "time": 192,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8083066796"
    },
    {
      "job": 85144990154,
      "time": 180,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8083088445"
    },
    {
      "job": 85144990169,
      "time": 210,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8083092168"
    },
    {
      "job": 85144990167,
      "time": 220,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8083093304"
    },
    {
      "job": 85144990165,
      "time": 214,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8083092508"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604",
  "_status": "success",
  "_upstream": "https://github.com/rohelab/fastadi",
  "_commit": {
    "id": "78c966d2408cc3790db699edbe1fec95c999f8e8",
    "author": "Alex Hayes <alexpghayes@gmail.com>",
    "committer": "Alex Hayes <alexpghayes@gmail.com>",
    "message": "Increment version number to 0.1.2.9000\n",
    "time": 1746213144
  },
  "_maintainer": {
    "name": "Alex Hayes",
    "email": "alexpghayes@gmail.com",
    "login": "alexpghayes",
    "bluesky": "@alexpghayes.com",
    "description": "Postdoc developing methods to make network experiments more cost effective",
    "uuid": 15078251,
    "orcid": "0000-0002-4985-5160"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "LRMF3",
      "role": "Depends"
    },
    {
      "package": "Matrix",
      "role": "Depends"
    },
    {
      "package": "R",
      "version": ">= 3.1",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "glue",
      "role": "Imports"
    },
    {
      "package": "logger",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "RSpectra",
      "role": "Imports"
    },
    {
      "package": "invertiforms",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "rohelab",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 9,
  "_contributors": [
    {
      "user": "alexpghayes",
      "count": 106,
      "uuid": 15078251
    },
    {
      "user": "olivroy",
      "count": 2,
      "uuid": 52606734
    },
    {
      "user": "mscbuck",
      "count": 1,
      "uuid": 19396973
    }
  ],
  "_userbio": {
    "uuid": 13576766,
    "type": "organization",
    "name": "Rohe Lab",
    "followers": 12,
    "description": "network analysis and multivariate statistics research group"
  },
  "_downloads": {
    "count": 603,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fastadi"
  },
  "_devurl": "https://github.com/rohelab/fastadi",
  "_pkgdown": "https://rohelab.github.io/fastadi/",
  "_searchresults": 5,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/fastadi.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/rohelab/fastadi",
  "_realowner": "rohelab",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2022-02-11"
    },
    {
      "version": "0.1.1",
      "date": "2022-09-07"
    },
    {
      "version": "0.1.2",
      "date": "2025-05-02"
    }
  ],
  "_exports": [
    "adaptive_impute",
    "adaptive_initialize",
    "citation_impute",
    "citation_impute2"
  ],
  "_help": [
    {
      "page": "adaptive_imputation",
      "title": "Create an Adaptive Imputation object",
      "topics": [
        "adaptive_imputation"
      ]
    },
    {
      "page": "adaptive_impute",
      "title": "AdaptiveImpute",
      "topics": [
        "adaptive_impute",
        "adaptive_impute.LRMF",
        "adaptive_impute.sparseMatrix"
      ]
    },
    {
      "page": "adaptive_initialize",
      "title": "AdaptiveInitialize",
      "topics": [
        "adaptive_initialize",
        "adaptive_initialize.sparseMatrix"
      ]
    },
    {
      "page": "citation_impute",
      "title": "CitationImpute",
      "topics": [
        "citation_impute",
        "citation_impute.LRMF",
        "citation_impute.sparseMatrix"
      ]
    },
    {
      "page": "citation_impute2",
      "title": "CitationImpute",
      "topics": [
        "citation_impute2",
        "citation_impute2.LRMF",
        "citation_impute2.sparseMatrix"
      ]
    }
  ],
  "_readme": "https://github.com/rohelab/fastadi/raw/HEAD/README.md",
  "_rundeps": [
    "glue",
    "lattice",
    "logger",
    "LRMF3",
    "Matrix",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "rlang",
    "RSpectra"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_score": 3.9542425094393248,
  "_indexed": true,
  "_nocasepkg": "fastadi",
  "_universes": [
    "rohelab",
    "alexpghayes"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:44:21.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/b5f36ba999144319910defddcdea05a17f6cc560f5aac1e73713ad6b93d4f3ff",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:43:57.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/2854101d2dec1b09ce87709c85bc240be3dc6d03923a0dcedab924e50bc0ebcd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:44:06.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/f8f52902ce7f0a892e02e1b2ad016a385418328803f90b57caeab3bc82f932d4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:44:02.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/8eab6fe424f13f510807d394286bdbc656eddcd27d3b12419c05dc0a23ae4bb7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:43:31.000Z",
      "arch": "aarch64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/de8596f7ee7860da81e7ab9108c624e8df0e9f2076658df1d50390e8bca135e7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:45:03.000Z",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/07ed2f8669c7c9daaa9a0de2fd40d80770e62a2b07fd9d112f9963017333dd1e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:43:26.000Z",
      "arch": "aarch64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/2e50c8cbf2207169d5fbf55559c4d5f8c4a29b3ff008a3cc0d2cfa775c663972",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:44:18.000Z",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/a3336dc484615898f02d3ab981b6ce4e1e030e885e9bbd1e570d5d674249914b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:44:27.000Z",
      "arch": "emscripten",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/8d2e56b7bfc96f8c63d7151186b86079ffd4a91d4bd5626c7a73f79f8fb50dea",
      "status": "success",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:43:34.000Z",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/6ce914a8d53080f7b4f871efbbb5dc48fcb2f9ec322ce6c184c6fec2db9fded8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:43:10.000Z",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/94af3f794da5d34c1d27a1e3f86155af47091672f6963712ec7213753b69293e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.1.2.9000",
      "date": "2026-07-04T15:43:16.000Z",
      "arch": "x86_64",
      "commit": "78c966d2408cc3790db699edbe1fec95c999f8e8",
      "fileid": "https://r2.ropensci.org/2dee89356b84674358b76e46f2355598b3a5a24b889e817036f4eecceb22d108",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/rohelab/actions/runs/28711123604"
    }
  ]
}