The problem | The solution | Batched summation | Example | Supported models | Output behavior | When to use | Good candidates for separate_trees = TRUE | When to stick with the default | Tradeoffs | Benchmarking recommendation
Package: orbital 0.5.0.9000
Emil Hvitfeldt
orbital: Predict with 'tidymodels' Workflows in Databases
Turn 'tidymodels' workflows into objects containing the sufficient sequential equations to perform predictions. These smaller objects allow for low dependency prediction locally or directly in databases.
Authors:
orbital_0.5.0.9000.tar.gz
orbital_0.5.0.9000.zip(r-4.7)orbital_0.5.0.9000.zip(r-4.6)orbital_0.5.0.9000.zip(r-4.5)
orbital_0.5.0.9000.tgz(r-4.6-any)orbital_0.5.0.9000.tgz(r-4.5-any)
orbital_0.5.0.9000.tar.gz(r-4.7-any)orbital_0.5.0.9000.tar.gz(r-4.6-any)
orbital_0.5.0.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
orbital/json (API)
| # Install 'orbital' in R: |
| install.packages('orbital', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidymodels/orbital/issues
Pkgdown/docs site:https://orbital.tidymodels.org
Last updated from:218efa66b6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 297 | ||
| source / vignettes | OK | 328 | ||
| linux-release-x86_64 | OK | 298 | ||
| macos-release-arm64 | OK | 223 | ||
| macos-oldrel-arm64 | OK | 181 | ||
| windows-devel | OK | 272 | ||
| windows-release | OK | 204 | ||
| windows-oldrel | OK | 244 | ||
| wasm-release | OK | 176 |
Exports:augmentestimate_orbital_sizeorbitalorbital_dtorbital_inlineorbital_json_readorbital_json_writeorbital_r_funorbital_sql
Dependencies:clidplyrgenericsgluelifecyclemagrittrpillarpkgconfigR6rlangtibbletidyselectutf8vctrswithr
Parallel tree evaluation in databases
Last update: 2026-02-27
Started: 2026-02-24
Supported Models and recipes steps
Supported models | Recipes steps | tailor adjustments
Last update: 2026-02-27
Started: 2024-07-25
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Augment using orbital objects | augment.orbital_class |
| Estimate orbital expression character count | estimate_orbital_size estimate_orbital_size.catboost.Model estimate_orbital_size.constparty estimate_orbital_size.earth estimate_orbital_size.glm estimate_orbital_size.glmnet estimate_orbital_size.lgb.Booster estimate_orbital_size.lm estimate_orbital_size.randomForest estimate_orbital_size.ranger estimate_orbital_size.recipe estimate_orbital_size.rpart estimate_orbital_size.tailor estimate_orbital_size.workflow estimate_orbital_size.xgb.Booster |
| Turn tidymodels objects into orbital objects | orbital |
| Convert to data.table code | orbital_dt |
| Convert orbital objects to quosures | orbital_inline |
| Read orbital json file | orbital_json_read |
| Save orbital object as json file | orbital_json_write |
| Turn orbital object into a R function | orbital_r_fun |
| Convert to SQL code | orbital_sql |
| Prediction using orbital objects | predict.orbital_class |
