Package: validmind 0.1.2
Andres Rodriguez
validmind: Interface to the 'ValidMind' Platform
Deploy, execute, and analyze the results of models hosted on the 'ValidMind' platform <https://validmind.com>. This package interfaces with the 'Python' client library in order to allow advanced diagnostics and insight into trained models all from an 'R' environment.
Authors:
validmind_0.1.2.tar.gz
validmind_0.1.2.tar.gz(r-4.5-noble)validmind_0.1.2.tar.gz(r-4.4-noble)
validmind_0.1.2.tgz(r-4.4-emscripten)validmind_0.1.2.tgz(r-4.3-emscripten)
validmind.pdf |validmind.html✨
validmind/json (API)
| # Install 'validmind' in R: |
| install.packages('validmind', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/validmind/developer-framework/issues
Last updated 2 months agofrom:1fb991a328. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 08 2024 |
| R-4.5-linux | OK | Dec 08 2024 |
Exports:display_reportprocess_resultregister_custom_testrun_custom_testsave_modelvm
Dependencies:askpassbase64encbslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyrDTevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtableherehighrhtmltoolshtmlwidgetshttpuvhttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmeopensslpillarpkgconfigplotlypngpromisespurrrR6rappdirsRColorBrewerRcppRcppTOMLreticulaterlangrmarkdownrprojrootsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Build an R Plotly figure from a JSON representation | build_r_plotly |
| Produce RMarkdown-compatible output of all results | display_report |
| Print a summary table of the ValidMind results | print_summary_tables |
| Process a set of ValidMind results into parseable data | process_result |
| Register a Custom Test Function in ValidMind | register_custom_test |
| Run a Custom Test using the ValidMind Framework | run_custom_test |
| Save an R model to a temporary file | save_model |
| Provide a summarization of a single metric result | summarize_metric_result |
| Provide a summarization of a single result (test or metric) | summarize_result |
| Provide a summarization of a single test result | summarize_test_result |
| Retrieve a validmind (vm) connection object using reticulate | vm |
