Package: modeldb 0.3.0.9000
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
# 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
databasedbplyrdplyrggplot2modelingrlangsqltidyevalvisualization
Last updated 11 months agofrom:e93e4025f3. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-win | OK | Oct 31 2024 |
R-4.5-linux | OK | Oct 31 2024 |
R-4.4-win | OK | Oct 31 2024 |
R-4.4-mac | OK | Oct 31 2024 |
R-4.3-win | OK | Oct 31 2024 |
R-4.3-mac | OK | Oct 31 2024 |
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 |