Package: mlr3oml 0.12.0

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:Michel Lang [aut], Sebastian Fischer [cre, aut]

mlr3oml_0.12.0.tar.gz
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mlr3oml_0.12.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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/docs site:https://mlr3oml.mlr-org.com

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

data data-science datasets machine-learning mlr3 openml cpp

6.60 score 10 stars 125 scripts 4.2k downloads 24 exports 31 dependencies

Last updated from:c0f9691eb9 (on v0.12.0). Checks:12 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	142
source / vignettes	OK	165
linux-release-arm64	OK	140
linux-release-x86_64	OK	143
macos-release-arm64	OK	109
macos-release-x86_64	OK	279
macos-oldrel-arm64	OK	103
macos-oldrel-x86_64	OK	242
windows-devel	OK	111
windows-release	OK	106
windows-oldrel	OK	121
wasm-release	OK	118

Exports:list_oml_collections list_oml_data list_oml_evaluations list_oml_flows list_oml_measures list_oml_runs list_oml_setups list_oml_tasks ocl odt oflw OMLCollection OMLData OMLFlow OMLObject OMLRun OMLTask orn otsk publish_collection publish_data publish_task read_arff write_arff

Dependencies:backports bit bit64 checkmate cli codetools curl data.table digest evaluate future future.apply globals jsonlite lgr listenv mirai mlbench mlr3 mlr3measures mlr3misc nanonext palmerpenguins paradox parallelly PRROC R6 rlang stringi uuid withr

Citation

Development and contributors

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_collections 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