{
  "_id": "6a50ab4789c83ec243a2f592",
  "Package": "PSF",
  "Type": "Package",
  "Title": "Forecasting of univariate time series using the Pattern\nSequence-based Forecasting (PSF) algorithm",
  "Version": "0.3",
  "Date": "2016-08-13",
  "Author": "Neeraj Bokde, Gualberto Asencio-Cortes and Francisco\nMartinez-Alvarez",
  "Maintainer": "Neeraj Bokde <neerajdhanraj@gmail.com>",
  "Description": "Pattern Sequence Based Forecasting (PSF) takes univariate\ntime series data as input and assist to forecast its future\nvalues. This algorithm forecasts the behavior of time series\nbased on similarity of pattern sequences. Initially, clustering\nis done with the labeling of samples from database. The labels\nassociated with samples are then used for forecasting the\nfuture behaviour of time series data. The further technical\ndetails and references regarding PSF are discussed in Vignette.",
  "BugReports": "https://github.com/neerajdhanraj/PSF/issues",
  "URL": "http://www.neerajbokde.com/cran/psf",
  "License": "GPL (>= 2)",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "5.0.1",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-10 08:17:40 UTC",
    "User": "root"
  },
  "Repository": "https://neerajdhanraj.r-universe.dev",
  "Date/Publication": "2016-12-15 06:24:42 UTC",
  "RemoteUrl": "https://github.com/neerajdhanraj/psf",
  "RemoteRef": "HEAD",
  "RemoteSha": "e48a2345367e1354329d160ba874c421cf0a36fc",
  "_user": "neerajdhanraj",
  "_type": "src",
  "_file": "PSF_0.3.tar.gz",
  "_fileid": "https://r2.ropensci.org/6fdc54151787797ac8770bfb9084dc6f884db845dd519680f6f56910c9d14e1f",
  "_filesize": 1443421,
  "_sha256": "6fdc54151787797ac8770bfb9084dc6f884db845dd519680f6f56910c9d14e1f",
  "_expires": "2026-10-18T08:20:21.000Z",
  "_created": "2026-07-10T08:17:40.000Z",
  "_published": "2026-07-10T08:20:23.730Z",
  "_jobs": [
    {
      "job": 86318251273,
      "time": 117,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "8222093542"
    },
    {
      "job": 86318251249,
      "time": 119,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "8222094340"
    },
    {
      "job": 86318251226,
      "time": 95,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "8222085287"
    },
    {
      "job": 86318251204,
      "time": 95,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "8222085258"
    },
    {
      "job": 86317738500,
      "time": 181,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8222050730"
    },
    {
      "job": 86318251203,
      "time": 130,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8222097136"
    },
    {
      "job": 86318251215,
      "time": 73,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "8222077695"
    },
    {
      "job": 86318251236,
      "time": 85,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "8222082489"
    },
    {
      "job": 86318251231,
      "time": 77,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "8222079101"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469",
  "_status": "success",
  "_upstream": "https://github.com/neerajdhanraj/psf",
  "_commit": {
    "id": "e48a2345367e1354329d160ba874c421cf0a36fc",
    "author": "Neeraj Bokde <neerajdhanraj@gmail.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Add files via upload",
    "time": 1481783082
  },
  "_maintainer": {
    "name": "Neeraj Bokde",
    "email": "neerajdhanraj@gmail.com",
    "login": "neerajdhanraj",
    "linkedin": "in/neerajbokde",
    "description": "Lead Researcher, @tiiuae ",
    "uuid": 10669836
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "cluster",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Imports"
    },
    {
      "package": "forecast",
      "role": "Imports"
    }
  ],
  "_owner": "neerajdhanraj",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [],
  "_tags": [],
  "_stars": 17,
  "_contributors": [
    {
      "user": "neerajdhanraj",
      "count": 122,
      "uuid": 10669836
    }
  ],
  "_userbio": {
    "uuid": 10669836,
    "type": "user",
    "name": "Neeraj Bokde",
    "followers": 26,
    "description": "Lead Researcher, @tiiuae "
  },
  "_downloads": {
    "count": 359,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PSF"
  },
  "_mentions": 5,
  "_devurl": "https://github.com/neerajdhanraj/psf",
  "_searchresults": 38,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/PSF.html",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/neerajdhanraj/psf",
  "_realowner": "neerajdhanraj",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1",
      "date": "2016-03-25"
    },
    {
      "version": "0.1.1",
      "date": "2016-04-17"
    },
    {
      "version": "0.2.1",
      "date": "2016-06-18"
    },
    {
      "version": "0.3",
      "date": "2016-08-19"
    },
    {
      "version": "0.4",
      "date": "2017-04-23"
    },
    {
      "version": "0.5",
      "date": "2022-05-01"
    }
  ],
  "_exports": [
    "psf",
    "psf_plot"
  ],
  "_help": [
    {
      "page": "psf",
      "title": "Forecasting of univariate time series using the PSF algorithm",
      "topics": [
        "psf"
      ]
    },
    {
      "page": "psf_plot",
      "title": "Plot actual and forecasted values of an univariate time series",
      "topics": [
        "psf_plot"
      ]
    }
  ],
  "_readme": "https://github.com/neerajdhanraj/psf/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "cluster",
    "colorspace",
    "cpp11",
    "data.table",
    "evaluate",
    "farver",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "highr",
    "isoband",
    "knitr",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "nlme",
    "nnet",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "S7",
    "scales",
    "timeDate",
    "urca",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "yaml",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "PSF_vignette.Rmd",
      "filename": "PSF_vignette.html",
      "title": "Introduction to Pattern Sequence based Forecasting (PSF) algorithm",
      "author": "Neeraj Bokde, Gualberto Asencio-Cortes and Francisco Martinez-Alvarez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Example",
        "Install library",
        "Prediction results for ’nottem’ dataset with psf() function.",
        "Prediction results for ’sunspots’ dataset with psf() function.",
        "Plot for 'nottem' dataset",
        "Plot for 'sunspots' dataset",
        "Comparison of psf() with auto.arima() and ets() functions:",
        "References"
      ],
      "created": "2016-06-14 09:22:55",
      "modified": "2016-12-15 06:20:45",
      "commits": 3
    }
  ],
  "_score": 6.685293781386784,
  "_indexed": true,
  "_nocasepkg": "psf",
  "_universes": [
    "neerajdhanraj"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3",
      "date": "2026-07-10T08:19:39.000Z",
      "distro": "resolute",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/78166970323b98699b3104a65677b04ec4517f5320b18cb81a5f3ef5916ee907",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.3",
      "date": "2026-07-10T08:19:38.000Z",
      "distro": "resolute",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/0e48627d68fb92b11a4aaea75c4b0c3ef9a808f3291aae7fc10845922588623e",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.3",
      "date": "2026-07-10T08:19:17.000Z",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/b1b2fac9892bacd0f181e81fe533d94dc6435b59f2ebefdfdbaad7d86eef4f4f",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.3",
      "date": "2026-07-10T08:19:14.000Z",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/33d2b739252e70b70a674a6a005c9ef8bf55fdf55a23f57af26b997d0b8ed91a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3",
      "date": "2026-07-10T08:19:59.000Z",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/c5be66b84f9d68331da0682f14111f95706e687e0efc15d65dbceaeeea381060",
      "status": "success",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.3",
      "date": "2026-07-10T08:18:49.000Z",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/77f8175248a7830093e1a79db9eb00461baa9b6af642dee7ecff965aac318670",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.3",
      "date": "2026-07-10T08:19:02.000Z",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/ca0d1bae1196bc707fc315cdecadadfd544f3ded44c4a0bedde8c17b37a98e07",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.3",
      "date": "2026-07-10T08:18:53.000Z",
      "commit": "e48a2345367e1354329d160ba874c421cf0a36fc",
      "fileid": "https://r2.ropensci.org/ca70ffd0427aec9319218c028ff3325063d906711d93a51b47a942c9cf18d10e",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/neerajdhanraj/actions/runs/29079157469"
    }
  ]
}