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:
modeldb_0.3.0.9000.tar.gz
modeldb_0.3.0.9000.zip(r-4.5)modeldb_0.3.0.9000.zip(r-4.4)modeldb_0.3.0.9000.zip(r-4.3)
modeldb_0.3.0.9000.tgz(r-4.4-any)modeldb_0.3.0.9000.tgz(r-4.3-any)
modeldb_0.3.0.9000.tar.gz(r-4.5-noble)modeldb_0.3.0.9000.tar.gz(r-4.4-noble)
modeldb_0.3.0.9000.tgz(r-4.4-emscripten)modeldb_0.3.0.9000.tgz(r-4.3-emscripten)
modeldb.pdf |modeldb.html✨
modeldb/json (API)
NEWS
| # Installmodeldb 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
databasedbplyrdplyrggplot2modelingrlangsqltidyevalvisualization
Last updated 6 months agofrom:e93e4025f3
Exports:add_dummy_variablesas_parsed_modeldb_calculate_squareslinear_regression_dbplot_kmeanssimple_kmeans_db
Dependencies:clicolorspacecpp11crayondplyrevaluatefansifarvergenericsggplot2gluegtablehighrhmsisobandknitrlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerrlangscalesstringistringrtibbletidypredicttidyrtidyselectutf8vctrsviridisLitewithrxfunyaml
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 |
