Package: modeldb 0.3.1.9000

Max Kuhn

modeldb: Fits Models Inside the Database

Uses 'dplyr' and 'tidyeval' to fit statistical models inside the database. It currently supports KMeans and linear regression models.

Authors:Edgar Ruiz [aut], Max Kuhn [aut, cre]

modeldb_0.3.1.9000.tar.gz
modeldb_0.3.1.9000.zip(r-4.7)modeldb_0.3.1.9000.zip(r-4.6)modeldb_0.3.1.9000.zip(r-4.5)
modeldb_0.3.1.9000.tgz(r-4.6-any)modeldb_0.3.1.9000.tgz(r-4.5-any)
modeldb_0.3.1.9000.tar.gz(r-4.7-any)modeldb_0.3.1.9000.tar.gz(r-4.6-any)
modeldb_0.3.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
modeldb/json (API)

# Install 'modeldb' in R:
install.packages('modeldb', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/tidymodels/modeldb/issues

Pkgdown/docs site:https://modeldb.tidymodels.org

On CRAN:

Conda:

databasedbplyrdplyrggplot2modelingrlangsqltidyevalvisualization

7.60 score 79 stars 63 scripts 636 downloads 6 exports 40 dependencies

Last updated from:5d92529856. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK157
source / vignettesOK231
linux-release-x86_64OK150
macos-release-arm64OK127
macos-oldrel-arm64OK78
windows-develOK106
windows-releaseOK97
windows-oldrelOK254
wasm-releaseOK134

Exports:add_dummy_variablesas_parsed_modeldb_calculate_squareslinear_regression_dbplot_kmeanssimple_kmeans_db

Dependencies:clicpp11crayondplyrevaluatefarvergenericsggplot2gluegtablehighrhmsisobandjsonliteknitrlabelinglifecyclemagrittrpillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerrlangS7scalesstringistringrtibbletidypredicttidyrtidyselectutf8vctrsviridisLitewithrxfunyaml

Linear regression models
Intro | Example setup | Model inside the database | Categorical variables | Multiple linear regression | Interactions | Full example
Rendered fromlinear-regression.Rmdusingknitr::rmarkdown

Last update: 2023-10-31
Started: 2019-03-02

K Means models
Intro | Example setup | Running Kmeans clustering | Under the hood | Safeguards for long running jobs
Rendered fromkmeans.Rmdusingknitr::rmarkdown

Last update: 2023-10-31
Started: 2018-03-04