{ "_id": "6a1426a9acfb0bcc41d3fb8b", "Package": "validmind", "Type": "Package", "Title": "Interface to the 'ValidMind' Platform", "Version": "2.12.5", "Authors@R": "c(person(\"Andres\", \"Rodriguez\", role = c(\"aut\", \"cre\",\"cph\"),\nemail = \"andres@validmind.ai\"))", "Maintainer": "Andres Rodriguez ", "Description": "Deploy, execute, and analyze the results of models hosted\non the 'ValidMind' Platform . This\npackage interfaces with the 'Python' Library API in order to\nallow advanced diagnostics and insight into trained models all\nfrom an 'R' environment.", "License": "AGPL-3", "Encoding": "UTF-8", "URL": "https://github.com/validmind/validmind-library", "BugReports": "https://github.com/validmind/validmind-library/issues", "RoxygenNote": "7.3.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-25 10:35:01 UTC", "User": "root" }, "Author": "Andres Rodriguez [aut, cre, cph]", "Config/pak/sysreqs": "cmake make libicu-dev libpng-dev libuv1-dev\nlibssl-dev python3", "Repository": "https://cachafla.r-universe.dev", "Date/Publication": "2026-03-25 23:54:27 UTC", "RemoteUrl": "https://github.com/cran/validmind", "RemoteRef": "HEAD", "RemoteSha": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "MD5sum": "336b0204b81d44356640d60501a93743", "_user": "cachafla", "_type": "src", "_file": "validmind_2.12.5.tar.gz", "_fileid": "cf1d1457a673ce26b42bc6ceac28361043ead4a3878e4ef13d599f803df9c08f", "_filesize": 112850, "_sha256": "cf1d1457a673ce26b42bc6ceac28361043ead4a3878e4ef13d599f803df9c08f", "_created": "2026-05-25T10:35:01.000Z", "_published": "2026-05-25T10:38:33.900Z", "_distro": "noble", "_jobs": [ { "job": 77697088249, "time": 181, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7196548958" }, { "job": 77697088245, "time": 154, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7196542359" }, { "job": 77697088233, "time": 144, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7196534512" }, { "job": 77697088271, "time": 134, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7196531451" }, { "job": 77696695638, "time": 186, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7196503049" }, { "job": 77697088250, "time": 135, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7196537295" }, { "job": 77697088256, "time": 102, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7196528959" }, { "job": 77697088270, "time": 108, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7196531030" }, { "job": 77697088247, "time": 93, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7196526780" } ], "_buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/validmind", "_commit": { "id": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "author": "Andres Rodriguez ", "committer": "cran-robot ", "message": "version 2.12.5\n", "time": 1774482867 }, "_maintainer": { "name": "Andres Rodriguez", "email": "andres@validmind.ai", "login": "cachafla", "description": "", "uuid": 21595 }, "_registered": true, "_dependencies": [ { "package": "glue", "role": "Imports" }, { "package": "reticulate", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "plotly", "role": "Imports" }, { "package": "htmltools", "role": "Imports" }, { "package": "rmarkdown", "role": "Imports" }, { "package": "DT", "role": "Imports" }, { "package": "base64enc", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-13", "n": 1 } ], "_tags": [ { "name": "2.12.5", "date": "2026-03-25" } ], "_stars": 0, "_contributors": [ { "user": "cachafla", "count": 3, "uuid": 21595 } ], "_userbio": { "uuid": 21595, "type": "user", "name": "Andres Rodriguez" }, "_downloads": { "count": 571, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/validmind" }, "_devurl": "https://github.com/validmind/validmind-library", "_searchresults": 8, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/validmind.html", "manual.pdf" ], "_realowner": "cachafla", "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2024-04-08" }, { "version": "0.1.2", "date": "2024-11-07" }, { "version": "2.12.5", "date": "2026-03-25" } ], "_exports": [ "display_report", "process_result", "py_print", "register_custom_test", "run_custom_test", "save_model", "vm" ], "_help": [ { "page": "build_r_plotly", "title": "Build an R Plotly figure from a JSON representation", "topics": [ "build_r_plotly" ] }, { "page": "display_report", "title": "Produce RMarkdown-compatible output of all results", "topics": [ "display_report" ] }, { "page": "print_summary_tables", "title": "Print a summary table of the ValidMind results", "topics": [ "print_summary_tables" ] }, { "page": "process_result", "title": "Process a set of ValidMind results into parseable data", "topics": [ "process_result" ] }, { "page": "py_print", "title": "Run a Python expression and display its print() output in R", "topics": [ "py_print" ] }, { "page": "register_custom_test", "title": "Register a Custom Test Function in ValidMind", "topics": [ "register_custom_test" ] }, { "page": "run_custom_test", "title": "Run a Custom Test using the ValidMind Framework", "topics": [ "run_custom_test" ] }, { "page": "save_model", "title": "Save an R model to a temporary file", "topics": [ "save_model" ] }, { "page": "summarize_metric_result", "title": "Provide a summarization of a single metric result", "topics": [ "summarize_metric_result" ] }, { "page": "summarize_result", "title": "Provide a summarization of a single result (test or metric)", "topics": [ "summarize_result" ] }, { "page": "summarize_test_result", "title": "Provide a summarization of a single test result", "topics": [ "summarize_test_result" ] }, { "page": "vm", "title": "Retrieve a validmind (vm) connection object using reticulate", "topics": [ "vm" ] } ], "_readme": "https://github.com/cran/validmind/raw/HEAD/README.md", "_rundeps": [ "askpass", "base64enc", "bslib", "cachem", "cli", "cpp11", "crosstalk", "curl", "data.table", "digest", "dplyr", "DT", "evaluate", "farver", "fastmap", "fontawesome", "fs", "generics", "ggplot2", "glue", "gtable", "here", "highr", "htmltools", "htmlwidgets", "httr", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lazyeval", "lifecycle", "magrittr", "Matrix", "memoise", "mime", "openssl", "otel", "pillar", "pkgconfig", "plotly", "png", "promises", "purrr", "R6", "rappdirs", "RColorBrewer", "Rcpp", "RcppTOML", "reticulate", "rlang", "rmarkdown", "rprojroot", "S7", "sass", "scales", "stringi", "stringr", "sys", "tibble", "tidyr", "tidyselect", "tinytex", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml" ], "_score": 1.6989700043360187, "_indexed": true, "_nocasepkg": "validmind", "_universes": [ "cachafla", "validmind" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.12.5", "date": "2026-05-25T10:37:39.000Z", "distro": "noble", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "4b9bd1e3f4e1dc6b7f1e8d31ed5f98871bc3cc631ce66f29515e68dce2143293", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.6.0", "os": "linux", "version": "2.12.5", "date": "2026-05-25T10:37:15.000Z", "distro": "noble", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "54ddcb4d0f1b9f44b92f15889ee8815c0c0e244ba5abf52f131a9cbea134ecc0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.5.3", "os": "mac", "version": "2.12.5", "date": "2026-05-25T10:37:01.000Z", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "bc7b78d50b0aa2c251c179e87c44d837ceb569a7e35e4fddc96cd218d943bee7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.6.0", "os": "mac", "version": "2.12.5", "date": "2026-05-25T10:36:49.000Z", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "c6d3873412220865fabe6b236fce6d58b8c8b6c815906c15a614bc030ec4184c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.6.0", "os": "wasm", "version": "2.12.5", "date": "2026-05-25T10:37:32.000Z", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "22bd1ed0d113a7d7adde66b025663734d6597c27b886fffa89ab0beb11bdde4a", "status": "success", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.7.0", "os": "win", "version": "2.12.5", "date": "2026-05-25T10:36:19.000Z", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "dff9cf58e8a995e944baaffe4c59f0558adbfb3a55a8b8a0ee977cd84007540f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.5.3", "os": "win", "version": "2.12.5", "date": "2026-05-25T10:36:28.000Z", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "d402b9689dcaa1198a86dba6176626e311d02186af70764d107fcace58923238", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" }, { "r": "4.6.0", "os": "win", "version": "2.12.5", "date": "2026-05-25T10:36:18.000Z", "commit": "28dcd3e9c3e9632bedb14af9068acdd93d2170ef", "fileid": "4f734a1f971f24d02bb411bdfe350597ca62f4cee0ea9e341f82d7d21f5a5fb2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cachafla/actions/runs/26395988708" } ] }