Package: modeldb 0.3.0.9000

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_0.3.0.9000.tar.gz
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modeldb.pdf |modeldb.html✨
modeldb/json (API)
NEWS

# 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 site:https://modeldb.tidymodels.org

On CRAN:

database dbplyr dplyr ggplot2 modeling rlang sql tidyeval visualization

7.59 score 79 stars 62 scripts 297 downloads 6 exports 46 dependencies

Last updated 1 years agofrom:e93e4025f3. Checks:8 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Jan 29 2025
R-4.5-win	OK	Jan 29 2025
R-4.5-mac	OK	Jan 29 2025
R-4.5-linux	OK	Jan 29 2025
R-4.4-win	OK	Jan 29 2025
R-4.4-mac	OK	Jan 29 2025
R-4.3-win	OK	Jan 29 2025
R-4.3-mac	OK	Jan 29 2025

Exports:add_dummy_variables as_parsed_model db_calculate_squares linear_regression_db plot_kmeans simple_kmeans_db

Dependencies:cli colorspace cpp11 crayon dplyr evaluate fansi farver generics ggplot2 glue gtable highr hms isoband knitr labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig prettyunits progress purrr R6 RColorBrewer rlang scales stringi stringr tibble tidypredict tidyr tidyselect utf8 vctrs viridisLite withr xfun yaml

K Means models

Edgar Ruiz

Rendered fromkmeans.Rmdusingknitr::rmarkdownon Jan 29 2025.

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

Linear regression models

Edgar Ruiz

Rendered fromlinear-regression.Rmdusingknitr::rmarkdownon Jan 29 2025.

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

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Creates dummy variables	add_dummy_variables
Prepares parsed model object	as_parsed_model.modeldb_lm
Fits a Linear Regression model	linear_regression_db
Visualize a KMeans Cluster with lots of data	db_calculate_squares plot_kmeans
Simple kmeans routine that works in-database	simple_kmeans_db

Usage by other packages (reverse dependencies)