Package: validmind 2.12.5
validmind: Interface to the 'ValidMind' Platform
Deploy, execute, and analyze the results of models hosted on the 'ValidMind' Platform <https://validmind.ai>. This package interfaces with the 'Python' Library API in order to allow advanced diagnostics and insight into trained models all from an 'R' environment.
Authors:
validmind_2.12.5.tar.gz
validmind_2.12.5.zip(r-4.7)validmind_2.12.5.zip(r-4.6)validmind_2.12.5.zip(r-4.5)
validmind_2.12.5.tgz(r-4.6-any)validmind_2.12.5.tgz(r-4.5-any)
validmind_2.12.5.tar.gz(r-4.7-any)validmind_2.12.5.tar.gz(r-4.6-any)
validmind_2.12.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
validmind/json (API)
| # Install 'validmind' in R: |
| install.packages('validmind', repos = c('https://cachafla.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/validmind/validmind-library/issues
Last updated from:28dcd3e9c3. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 181 | ||
| source / vignettes | OK | 186 | ||
| linux-release-x86_64 | OK | 154 | ||
| macos-release-arm64 | OK | 134 | ||
| macos-oldrel-arm64 | OK | 144 | ||
| windows-devel | OK | 102 | ||
| windows-release | OK | 93 | ||
| windows-oldrel | OK | 108 | ||
| wasm-release | OK | 135 |
Exports:display_reportprocess_resultpy_printregister_custom_testrun_custom_testsave_modelvm
Dependencies:askpassbase64encbslibcachemclicpp11crosstalkcurldata.tabledigestdplyrDTevaluatefarverfastmapfontawesomefsgenericsggplot2gluegtableherehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMatrixmemoisemimeopensslotelpillarpkgconfigplotlypngpromisespurrrR6rappdirsRColorBrewerRcppRcppTOMLreticulaterlangrmarkdownrprojrootS7sassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
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 |
| Run a Python expression and display its print() output in R | py_print |
| 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 |
