Added a collect_extracts()
method for workflow sets
(@jrosell,
#156).
The deprecation of the pull_*()
functions has been
moved forward. These functions now error. Please use the
extract_*()
functions instead (#178).
Increased the minimum required R version to R 4.1.
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.