The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
collect_metrics()
and collect_predictions()
are the only functions that received changes (#151, tidymodels/tune#863).eval_time
argument to rank_results()
breaks passing-by-position for the select_best
argument.collect_notes()
method for workflow sets (#135).fit()
and predict()
(#137).type
, to the workflow_set
autoplot()
method. The default, "class"
, retains the existing behavior of mapping model type to color and preprocessor type to shape, while the new "wflow_id"
type maps the workflow IDs to color (#134).extract_parameter_dials()
and extract_parameter_set_dials()
extractors will now return the parameter or parameter set that will be used by the tuning function utilized in workflow_map()
. The extractors previously always returned the parameter or parameter set associated with the workflow contained in the info
column, which can be overridden by passing a param_info
argument to option_add()
. The extractors will now first look to the added options before extracting from workflows (#106).workflow_set()
and set fn = "tune_cluster"
in workflow_map()
to use this feature (#125)!fit_best()
method for workflowsets that takes in a workflow set evaluated with workflow_map()
and returns a workflow fitted with the model configuration associated with the best performance (#126).pull_*()
functions to now warn on every usage (#123).New extract_parameter_set_dials()
and extract_parameter_dials()
methods to extract parameter sets and single parameters from workflow_set
objects.
Added support for case weights via a new case_weights
argument to workflow_set()
(#82).
update_workflow_model()
and update_workflow_recipe()
were added. These are analogous to workflows::add_model()
or workflows::add_recipe()
(#64).
Updated tests related to changes in workflows 0.2.5 (#75).
as_workflow_set()
can now take a mixture of workflows or tune_results
objects.
option_add()
now checks the names of the options to see if they are valid names for the functions that receive them (#66)
Fixed an autoplot()
bug where, if one metric is selected but a ranking metric is not specified, the wrong metric is used to order the workflows (#52)
Updated pillar formatting for options objects.
New extract_*()
functions have been added that supersede the existing pull_*()
functions. This is part of a larger move across the tidymodels packages towards a family of generic extract_*()
functions. The pull_*()
functions have been soft-deprecated, and will eventually be removed
workflow_map()
does not fail if there are missing packages or if the function being mapped fails.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.