{
  "_id": "6acb4f18fe5cc25786e8df03",
  "Package": "EEMDlstm",
  "Type": "Package",
  "Title": "EEMD Based LSTM Model for Time Series Forecasting",
  "Version": "1.0.1",
  "Authors@R": "c(person(given = \"Kapil\",\nfamily = \"Choudhary\",\nrole = c(\"aut\")),\nperson(given = \"Girish Kumar\",\nfamily = \"Jha\",\nrole =  c(\"aut\", \"ths\", \"ctb\")),\nperson(given = \"Ronit\",\nfamily = \"Jaiswal\",\nrole = c(\"ctb\",\"cre\"),\nemail = \"ronitjaiswal2912@gmail.com\"),\nperson(given = \"Rajeev Ranjan \",\nfamily = \"Kumar\",\nrole =  c( \"ctb\")))",
  "Maintainer": "Ronit Jaiswal <ronitjaiswal2912@gmail.com>",
  "Description": "Forecasting univariate time series with ensemble empirical\nmode decomposition (EEMD) with long short-term memory (LSTM).\nFor method details see Jaiswal, R. et al. (2022).\n<doi:10.1007/s00521-021-06621-3>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.2.3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-11 08:51:11 UTC",
    "User": "root"
  },
  "Author": "Kapil Choudhary [aut], Girish Kumar Jha [aut, ths, ctb], Ronit\nJaiswal [ctb, cre], Rajeev Ranjan Kumar [ctb]",
  "Config/pak/sysreqs": "cmake libgsl0-dev texlive libpng-dev libssl-dev\npython3",
  "Repository": "https://ronit10976.r-universe.dev",
  "Date/Publication": "2026-04-13 15:50:24 UTC",
  "RemoteUrl": "https://github.com/cran/EEMDlstm",
  "RemoteRef": "HEAD",
  "RemoteSha": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
  "_user": "ronit10976",
  "_type": "src",
  "_file": "EEMDlstm_1.0.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/df4db1b8dcb9277ca0bbf9462075a6794a945a6b25ae8afae985d3890d7804f6",
  "_filesize": 96798,
  "_sha256": "df4db1b8dcb9277ca0bbf9462075a6794a945a6b25ae8afae985d3890d7804f6",
  "_expires": "2027-01-19T08:55:50.000Z",
  "_created": "2026-10-11T08:51:11.000Z",
  "_published": "2026-10-11T08:55:52.285Z",
  "_buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114431266255,
      "time": 195,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11696967751"
    },
    {
      "job": 114431266313,
      "time": 150,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11697806428"
    },
    {
      "job": 114431266305,
      "time": 123,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11697726799"
    },
    {
      "job": 114431266283,
      "time": 108,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11697387318"
    },
    {
      "job": 114430485988,
      "time": 265,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11697381978"
    },
    {
      "job": 114431266299,
      "time": 142,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11697267764"
    },
    {
      "job": 114431266333,
      "time": 130,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "11697307510"
    },
    {
      "job": 114431266304,
      "time": 107,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "11696778187"
    },
    {
      "job": 114431266285,
      "time": 92,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "11696842909"
    }
  ],
  "_upstream": "https://github.com/cran/EEMDlstm",
  "_commit": {
    "id": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
    "author": "Ronit Jaiswal <ronitjaiswal2912@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.0.1\n",
    "time": 1776095424
  },
  "_maintainer": {
    "name": "Ronit Jaiswal",
    "email": "ronitjaiswal2912@gmail.com",
    "login": "ronit10976",
    "description": "",
    "uuid": 66337371
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10",
      "role": "Depends"
    },
    {
      "package": "keras",
      "role": "Imports"
    },
    {
      "package": "tensorflow",
      "role": "Imports"
    },
    {
      "package": "reticulate",
      "role": "Imports"
    },
    {
      "package": "tsutils",
      "role": "Imports"
    },
    {
      "package": "BiocGenerics",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "Rlibeemd",
      "role": "Imports"
    },
    {
      "package": "TSdeeplearning",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-16",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.0.1",
      "date": "2026-04-13"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "kapiliasri",
      "count": 1,
      "uuid": 134380401
    },
    {
      "user": "ronit10976",
      "count": 1,
      "uuid": 66337371
    }
  ],
  "_userbio": {
    "uuid": 66337371,
    "type": "user",
    "name": "Ronit10976",
    "followers": 0
  },
  "_downloads": {
    "count": 397,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/EEMDlstm"
  },
  "_searchresults": 0,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/EEMDlstm.html",
    "extra/manual.pdf"
  ],
  "_realowner": "ronit10976",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2022-09-26"
    },
    {
      "version": "1.0.1",
      "date": "2026-04-13"
    }
  ],
  "_exports": [
    "eemdLSTM",
    "emdLSTM"
  ],
  "_datasets": [
    {
      "name": "Data_Maize",
      "title": "Monthly International Maize Price Data",
      "object": "Data_Maize",
      "class": [
        "ts"
      ],
      "fields": [
        "Maize.Price....MT."
      ],
      "rows": 126,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "Data_Maize",
      "title": "Monthly International Maize Price Data",
      "topics": [
        "Data_Maize"
      ]
    },
    {
      "page": "eemdLSTM",
      "title": "Ensemble Empirical Mode Decomposition (EEMD) Based Long Short Term (LSTM) Model",
      "topics": [
        "eemdLSTM"
      ]
    },
    {
      "page": "emdLSTM",
      "title": "Empirical Mode Decomposition (EEMD) Based Long Short Term (LSTM) Model",
      "topics": [
        "emdLSTM"
      ]
    }
  ],
  "_rundeps": [
    "askpass",
    "backports",
    "base64enc",
    "BiocGenerics",
    "cli",
    "colorspace",
    "config",
    "cpp11",
    "curl",
    "farver",
    "forecast",
    "fracdiff",
    "generics",
    "ggplot2",
    "glue",
    "greybox",
    "gtable",
    "here",
    "httr",
    "isoband",
    "jsonlite",
    "keras",
    "labeling",
    "lattice",
    "lifecycle",
    "lmtest",
    "magrittr",
    "MAPA",
    "MASS",
    "Matrix",
    "mime",
    "nlme",
    "nloptr",
    "nnet",
    "openssl",
    "plotrix",
    "png",
    "pracma",
    "processx",
    "ps",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppTOML",
    "reticulate",
    "rlang",
    "Rlibeemd",
    "rprojroot",
    "rstudioapi",
    "S7",
    "scales",
    "smooth",
    "statmod",
    "sys",
    "tensorflow",
    "texreg",
    "tfautograph",
    "tfruns",
    "tidyselect",
    "timeDate",
    "TSdeeplearning",
    "tsutils",
    "urca",
    "vctrs",
    "viridisLite",
    "whisker",
    "withr",
    "xtable",
    "yaml",
    "zeallot",
    "zoo"
  ],
  "_score": 1,
  "_indexed": true,
  "_nocasepkg": "eemdlstm",
  "_universes": [
    "ronit10976"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-11T08:54:14.000Z",
      "distro": "resolute",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/8d548c4d099bf6f1032ff9d57635f1be19ba265e785f7c22e10a5c63c096759c",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.0.1",
      "date": "2026-10-11T08:53:34.000Z",
      "distro": "resolute",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/cf4b854129ad571e3552bf2f36fe3c3ab26c1263b06f8794e1f36d5a346bb152",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.1",
      "date": "2026-10-11T08:54:48.000Z",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/4a7a61d129a6fafad4efb3315e13cd9b0e9a0affb37580451c1a969c0dbc5601",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.0.1",
      "date": "2026-10-11T08:54:21.000Z",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/e419748f09254ca244593a28dbe91a814f184feedeb1edcc3339f3d55711db0e",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.1",
      "date": "2026-10-11T08:53:57.000Z",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/7b5cc7e59cea8fcabd3d1f6df91e2bb6e5f758bf5ec853328e5ea3a780ff906d",
      "status": "success",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-11T08:52:54.000Z",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/da20bfb9d6ffdd6717a641102afdad58954c94b14af1a35aca187f35d9fcea1b",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-11T08:52:33.000Z",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/b19ca830785768a97c7e36e84f0df8bc2202c280acfd80cb09904656e226a5ac",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.0.1",
      "date": "2026-10-11T08:52:23.000Z",
      "commit": "3bc62d4a86ad1f48731b8bf0fad8935e2a2ef226",
      "fileid": "https://r2.ropensci.org/ae091d29dacdd3cb6941b2406f9202241b7aa0d0e3ea79c5d9dae236cbcfe068",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/ronit10976/actions/runs/38126018300"
    }
  ]
}