{ "_id": "6adf02b0ad2d4c5eb63d2fe5", "Package": "prepkit", "Type": "Package", "Title": "Data Normalization and Transformation", "Version": "0.1.1", "Authors@R": "person(given = 'Rui',\nfamily = 'Gong',\nemail = 'gongrui4432@gmail.com',\nrole = c('aut', 'cre'),\ncomment = c(ORCID = '0000-0001-5112-5696'))", "Description": "Provides functions for data normalization and\ntransformation in preprocessing stages. Implements scaling\nmethods (min-max, Z-score, L2 normalization) and power\ntransformations (Box-Cox, Yeo-Johnson). Box-Cox transformation\nis described in Box and Cox (1964)\n, Yeo-Johnson\ntransformation in Yeo and Johnson (2000)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.3", "URL": "https://gonrui.github.io/prepkit/,\nhttps://github.com/Gonrui/prepkit/", "BugReports": "https://github.com/Gonrui/prepkit/issues/", "Language": "en-US", "Config/testthat/edition": "3", "Repository": "https://gonrui.r-universe.dev", "Date/Publication": "2026-01-24 10:29:04 UTC", "RemoteUrl": "https://github.com/gonrui/prepkit", "RemoteRef": "HEAD", "RemoteSha": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-26 07:02:56 UTC", "User": "root" }, "Author": "Rui Gong [aut, cre] (ORCID: )", "Maintainer": "Rui Gong ", "_user": "gonrui", "_type": "src", "_file": "prepkit_0.1.1.tar.gz", "_fileid": "https://r2.ropensci.org/5feb4896a554e107fc91d6a01722ae75c1b3c86386609a1980c996ab9d38f974", "_filesize": 618350, "_sha256": "5feb4896a554e107fc91d6a01722ae75c1b3c86386609a1980c996ab9d38f974", "_expires": "2027-02-03T07:35:10.000Z", "_created": "2026-10-26T07:02:56.000Z", "_published": "2026-10-26T07:35:12.077Z", "_upstream": "https://github.com/gonrui/prepkit", "_status": "success", "_maintainer": { "name": "Rui Gong", "email": "gongrui4432@gmail.com", "orcid": "0000-0001-5112-5696" }, "_jobs": [ { "job": 121441584195, "time": 122, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12632589211" }, { "job": 121441584271, "time": 114, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12632963594" }, { "job": 121441584148, "time": 170, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12634173329" }, { "job": 121441584194, "time": 160, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12634545544" }, { "job": 121440715504, "time": 167, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12632582462" }, { "job": 121441584187, "time": 82, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12632289934" }, { "job": 121441584222, "time": 76, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12632988431" }, { "job": 121441584251, "time": 78, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12632782486" }, { "job": 121441584250, "time": 80, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12632688937" } ], "_buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536", "_commit": { "id": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "author": "Gonrui ", "committer": "Gonrui ", "message": "Upload coverage to Codecov\n", "time": 1769250544 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "gonrui", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-01", "n": 2 }, { "week": "2026-02", "n": 21 }, { "week": "2026-03", "n": 14 }, { "week": "2026-04", "n": 7 } ], "_tags": [], "_stars": 1, "_contributors": [ { "user": "gonrui", "count": 46, "uuid": 91457994 } ], "_userbio": { "uuid": 91457994, "type": "user", "name": "Gonrui", "followers": 1 }, "_downloads": { "count": 188, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/prepkit" }, "_devurl": "https://github.com/gonrui/prepkit", "_pkgdown": "https://gonrui.github.io/prepkit/", "_searchresults": 13, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/prepkit.html", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/gonrui/prepkit", "_realowner": "gonrui", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2026-01-23" } ], "_exports": [ "norm_decimal", "norm_l2", "norm_mean", "norm_minmax", "norm_mode_range", "norm_robust", "norm_zscore", "pp_plot", "trans_boxcox", "trans_log", "trans_yeojohnson" ], "_datasets": [ { "name": "sim_gait_data", "title": "Simulated Geriatric Gait Data", "object": "sim_gait_data", "class": [ "data.frame" ], "fields": [ "day", "steps" ], "rows": 200, "table": true, "tojson": true } ], "_help": [ { "page": "norm_decimal", "title": "Decimal Scaling Normalization", "topics": [ "norm_decimal" ] }, { "page": "norm_l2", "title": "L2 Normalization (Unit Vector)", "topics": [ "norm_l2" ] }, { "page": "norm_mean", "title": "Mean Normalization", "topics": [ "norm_mean" ] }, { "page": "norm_minmax", "title": "Min-Max Normalization", "topics": [ "norm_minmax" ] }, { "page": "norm_mode_range", "title": "M-Score (Mode-Range Normalization)", "topics": [ "norm_mode_range" ] }, { "page": "norm_robust", "title": "Robust Standardization (Median-MAD)", "topics": [ "norm_robust" ] }, { "page": "norm_zscore", "title": "Z-Score Standardization", "topics": [ "norm_zscore" ] }, { "page": "pp_plot", "title": "Visualize Distribution: Before vs After", "topics": [ "pp_plot" ] }, { "page": "sim_gait_data", "title": "Simulated Geriatric Gait Data", "topics": [ "sim_gait_data" ] }, { "page": "trans_boxcox", "title": "Box-Cox Transformation", "topics": [ "trans_boxcox" ] }, { "page": "trans_log", "title": "Logarithmic Transformation", "topics": [ "trans_log" ] }, { "page": "trans_yeojohnson", "title": "Yeo-Johnson Transformation", "topics": [ "trans_yeojohnson" ] } ], "_pkglogo": "https://github.com/gonrui/prepkit/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/gonrui/prepkit/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_score": 3.4149733479708178, "_indexed": true, "_nocasepkg": "prepkit", "_universes": [ "gonrui" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-10-26T07:04:54.000Z", "distro": "resolute", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/20d241dbe6c32d81e6344eef41f9d3f056eb0b1619609137a064ceff7fd6c965", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.6.1", "os": "linux", "version": "0.1.1", "date": "2026-10-26T07:04:49.000Z", "distro": "resolute", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/d21c7e6135d7f36f0e4d4d1553ddf5c5e4ad652c5259c1ba6e51877a3c9b4d6a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.5.3", "os": "mac", "version": "0.1.1", "date": "2026-10-26T07:33:57.000Z", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/3cac5934890779b9588d02730319a050c0de840aa590f6470313055364da3365", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.6.1", "os": "mac", "version": "0.1.1", "date": "2026-10-26T07:32:00.000Z", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/41fa93270f48584dbd0882414a2edab49680797c82eda6df997f1d7dfc633927", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-10-26T07:04:36.000Z", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/896b9b0feca47222ea6e700b25b4df9202c86e228f20278c301490f966f6f200", "status": "success", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.7.0", "os": "win", "version": "0.1.1", "date": "2026-10-26T07:04:00.000Z", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/c32f7250163c536ce2868915aaac7cffa57f13403bf2cc56923a851ab1165086", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.5.3", "os": "win", "version": "0.1.1", "date": "2026-10-26T07:04:01.000Z", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/76c86073f529f0a7e7a2170c6f9ba55c4cc429de0322d166f58202208f2f2547", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" }, { "r": "4.6.1", "os": "win", "version": "0.1.1", "date": "2026-10-26T07:04:02.000Z", "commit": "90c926a857e3ea89e80a2b41fefe37078461b4ae", "fileid": "https://r2.ropensci.org/62716e34a589bba3b8ead72786dcc6f50f4effa1c866e12ed64638a032080ec5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/gonrui/actions/runs/40283103536" } ] }