Package: mlr3oml 0.10.0
Sebastian Fischer
mlr3oml: Connector Between 'mlr3' and 'OpenML'
Provides an interface to 'OpenML.org' to list and download machine learning data, tasks and experiments. The 'OpenML' objects can be automatically converted to 'mlr3' objects. For a more sophisticated interface with more upload options, see the 'OpenML' package.
Authors:
mlr3oml_0.10.0.tar.gz
mlr3oml_0.10.0.zip(r-4.5)mlr3oml_0.10.0.zip(r-4.4)mlr3oml_0.10.0.zip(r-4.3)
mlr3oml_0.10.0.tgz(r-4.4-x86_64)mlr3oml_0.10.0.tgz(r-4.4-arm64)mlr3oml_0.10.0.tgz(r-4.3-x86_64)mlr3oml_0.10.0.tgz(r-4.3-arm64)
mlr3oml_0.10.0.tar.gz(r-4.5-noble)mlr3oml_0.10.0.tar.gz(r-4.4-noble)
mlr3oml_0.10.0.tgz(r-4.4-emscripten)mlr3oml_0.10.0.tgz(r-4.3-emscripten)
mlr3oml.pdf |mlr3oml.html✨
mlr3oml/json (API)
NEWS
| # Install 'mlr3oml' in R: |
| install.packages('mlr3oml', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/mlr3oml/issues
Pkgdown site:https://mlr3oml.mlr-org.com
datadata-sciencedatasetsmachine-learningmlr3openmlcpp
Last updated 8 months agofrom:596206a33b (on v0.10.0). Checks:7 OK, 2 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Dec 27 2024 |
| R-4.5-win-x86_64 | NOTE | Dec 27 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 27 2024 |
| R-4.4-win-x86_64 | OK | Dec 27 2024 |
| R-4.4-mac-x86_64 | OK | Dec 27 2024 |
| R-4.4-mac-aarch64 | OK | Dec 27 2024 |
| R-4.3-win-x86_64 | OK | Dec 27 2024 |
| R-4.3-mac-x86_64 | OK | Dec 27 2024 |
| R-4.3-mac-aarch64 | OK | Dec 27 2024 |
Exports:list_oml_datalist_oml_evaluationslist_oml_flowslist_oml_measureslist_oml_runslist_oml_setupslist_oml_tasksoclodtoflwOMLCollectionOMLDataOMLFlowOMLObjectOMLRunOMLTaskornotskpublish_collectionpublish_datapublish_taskread_arffwrite_arff
Dependencies:backportsbitbit64checkmatecodetoolscurldata.tabledigestevaluatefuturefuture.applyglobalsjsonlitelgrlistenvmlbenchmlr3mlr3measuresmlr3miscpalmerpenguinsparadoxparallellyPRROCR6stringiuuidwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| mlr3oml: Connector Between 'mlr3' and 'OpenML' | mlr3oml-package mlr3oml |
| Convert an OpenML Flow to a mlr3 Learner | as_learner.OMLFlow |
| List Data from OpenML | list_oml list_oml_data list_oml_evaluations list_oml_flows list_oml_measures list_oml_runs list_oml_setups list_oml_tasks |
| Syntactic Sugar for Collection Construction | ocl |
| Syntactic Sugar for Data Construction | odt |
| Syntactic Sugar for Flow Construction | oflw |
| OpenML Collection | OMLCollection oml_collection |
| Interface to OpenML Data Sets | OMLData oml_data |
| Interface to OpenML Flows | OMLFlow oml_flow |
| Abstract Base Class for OpenML objects. | OMLObject oml_object |
| Interface to OpenML Runs | OMLRun oml_run |
| Interface to OpenML Tasks | OMLTask oml_task |
| Syntactic Sugar for Run Construction | orn |
| Syntactic Sugar for Task Construction | otsk |
| Publish a Collection to OpenML | publish_collection |
| Upload data to OpenML | publish_data |
| Publish a task on OpenML | publish_task |
| Read ARFF files | read_arff |
| Write ARFF files | write_arff |
