{
  "_id": "6a33c7693efcd9bda43b1d71",
  "Package": "mlapi",
  "Type": "Package",
  "Title": "Abstract Classes for Building 'scikit-learn' Like API",
  "Version": "0.1.1",
  "Author": "Dmitriy Selivanov",
  "Maintainer": "Dmitriy Selivanov <selivanov.dmitriy@gmail.com>",
  "Description": "Provides 'R6' abstract classes for building machine\nlearning models with 'scikit-learn' like API.\n<https://scikit-learn.org/> is a popular module for 'Python'\nprogramming language which design became de facto a standard in\nindustry for machine learning tasks.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.1.1",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-18 10:21:54 UTC",
    "User": "root"
  },
  "Repository": "https://dselivanov.r-universe.dev",
  "Date/Publication": "2022-04-24 12:50:02 UTC",
  "RemoteUrl": "https://github.com/cran/mlapi",
  "RemoteRef": "HEAD",
  "RemoteSha": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
  "MD5sum": "42fb94f0783b4f68fe8c926e279b15d6",
  "_user": "dselivanov",
  "_type": "src",
  "_file": "mlapi_0.1.1.tar.gz",
  "_fileid": "c3d44f5eadbeac19db2ad599b433f6f23640f142c5e6aa46cd9597386cf81382",
  "_filesize": 136973,
  "_sha256": "c3d44f5eadbeac19db2ad599b433f6f23640f142c5e6aa46cd9597386cf81382",
  "_created": "2026-06-18T10:21:54.000Z",
  "_published": "2026-06-18T10:24:41.311Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 82107699552,
      "time": 121,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7720663304"
    },
    {
      "job": 82107699590,
      "time": 113,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7720660447"
    },
    {
      "job": 82107699650,
      "time": 74,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7720654087"
    },
    {
      "job": 82107699635,
      "time": 127,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7720665434"
    },
    {
      "job": 82107218230,
      "time": 164,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7720619627"
    },
    {
      "job": 82107699527,
      "time": 98,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7720655138"
    },
    {
      "job": 82107699647,
      "time": 91,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7720652974"
    },
    {
      "job": 82107699636,
      "time": 72,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7720646744"
    },
    {
      "job": 82107699670,
      "time": 70,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7720646339"
    }
  ],
  "_buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/mlapi",
  "_commit": {
    "id": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
    "author": "Dmitriy Selivanov <selivanov.dmitriy@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.1\n",
    "time": 1650804602
  },
  "_maintainer": {
    "name": "Dmitriy Selivanov",
    "email": "selivanov.dmitriy@gmail.com",
    "login": "dselivanov",
    "twitter": "@rexyai",
    "description": "",
    "uuid": 5123805
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "methods",
      "role": "Depends"
    },
    {
      "package": "R6",
      "version": ">= 2.2.1",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "version": ">= 1.1",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 28,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "dselivanov",
      "count": 2,
      "uuid": 5123805
    }
  ],
  "_userbio": {
    "uuid": 5123805,
    "type": "user",
    "name": "Dmitry Selivanov",
    "followers": 380
  },
  "_downloads": {
    "count": 5928,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/mlapi"
  },
  "_searchresults": 8,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/mlapi.html",
    "extra/readme.html",
    "extra/readme.md",
    "LICENSE",
    "manual.pdf"
  ],
  "_realowner": "dselivanov",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2017-12-17"
    },
    {
      "version": "0.1.1",
      "date": "2022-04-24"
    }
  ],
  "_exports": [
    "fit",
    "fit_transform",
    "mlapiDecomposition",
    "mlapiDecompositionOnline",
    "mlapiEstimation",
    "mlapiEstimationOnline",
    "mlapiTransformation",
    "mlapiTransformationOnline"
  ],
  "_help": [
    {
      "page": "fit",
      "title": "Fits model to data",
      "topics": [
        "fit",
        "fit.Matrix",
        "fit.matrix"
      ]
    },
    {
      "page": "fit_transform",
      "title": "Fit model to the data, then transforms data",
      "topics": [
        "fit_transform",
        "fit_transform.Matrix",
        "fit_transform.matrix"
      ]
    },
    {
      "page": "mlapiDecomposition",
      "title": "Base abstract class for all decompositions",
      "topics": [
        "mlapiDecomposition",
        "mlapiDecompositionOnline"
      ]
    },
    {
      "page": "mlapiEstimation",
      "title": "Base abstract class for all classification/regression models",
      "topics": [
        "mlapiEstimation"
      ]
    },
    {
      "page": "mlapiEstimationOnline",
      "title": "Base abstract class for all classification/regression models which can be *trained incremendally* (online)",
      "topics": [
        "mlapiEstimationOnline"
      ]
    },
    {
      "page": "mlapiTransformation",
      "title": "Base abstract class for all transformations",
      "topics": [
        "mlapiTransformation"
      ]
    },
    {
      "page": "mlapiTransformationOnline",
      "title": "Base abstract class for all transformations which can be *trained incremendally* (online)",
      "topics": [
        "mlapiTransformationOnline"
      ]
    },
    {
      "page": "predict",
      "title": "Makes predictions on new data using pre-trained model",
      "topics": [
        "predict",
        "predict.Matrix",
        "predict.matrix"
      ]
    },
    {
      "page": "transform",
      "title": "Transforms new data using pre-trained model",
      "topics": [
        "transform",
        "transform.Matrix",
        "transform.matrix"
      ]
    }
  ],
  "_readme": "https://github.com/cran/mlapi/raw/HEAD/README.md",
  "_rundeps": [
    "lattice",
    "Matrix",
    "R6"
  ],
  "_vignettes": [
    {
      "source": "developing-with-mlapi.Rmd",
      "filename": "developing-with-mlapi.html",
      "title": "Developing machine learning models with 'mlapi'",
      "author": "Dmitry Selivanov",
      "engine": "knitr::rmarkdown",
      "headings": [
        "mlapi",
        "Example in pseudocode",
        "Declare models",
        "Apply pipeline to the train data",
        "Apply models to the new data",
        "Estimator",
        "Usage",
        "Decomposition"
      ],
      "created": "2017-12-17 16:22:37",
      "modified": "2022-04-24 12:50:02",
      "commits": 2
    }
  ],
  "_score": 5.396157485369173,
  "_indexed": true,
  "_nocasepkg": "mlapi",
  "_universes": [
    "dselivanov"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:49.000Z",
      "distro": "noble",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "490ed5a853916356fbfb7105dffcd110480a65f4253c99fe129d6e73822cdcaf",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:44.000Z",
      "distro": "noble",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "49ef160092dc3d21f2da2a3f008900f1ab8eb17913f453a2ec7eee52e48868aa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:36.000Z",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "2547438456c26f7d590b8a580f664f621cf49ebf706a0563887f5d45c786f14f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:58.000Z",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "561da9063b4bb36db0d59519cab624c8a2dd64323a3e6664622ac1852cd29c26",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:53.000Z",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "9f74eb13a9b741d6b6f676e594d1ea841bc712233f98896628b7c4e1798a92f3",
      "status": "success",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:17.000Z",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "3218eaf219c930ebdaf98bf87e84900b9e6f1bfd2b8d98cd4803c8141a8574c4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-06-18T10:22:58.000Z",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "66755084f70a4d6049381f0b5aa75aa51b64976315ef3bf129cce7c065d132a6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.1",
      "date": "2026-06-18T10:23:00.000Z",
      "commit": "0995f8b84ae07f8dc41ecb180dbc0f124356fb4d",
      "fileid": "7c6c0a0df05723051262d11fb181af8c4b88cd4b0ec9be78fa2b1b98605ecde8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/dselivanov/actions/runs/27752789141"
    }
  ]
}