Code

add fairness metrics#434

Code

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EmilHvitfeldt merged 34 commits intomaintidymodels/yardstick:mainfrom fairnesstidymodels/yardstick:fairnessCopy head branch name to clipboardOct 27, 2023

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Commits on May 15, 2023

• rename metrics.R -> aaa-metrics.R

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• implement metric constructor

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• implement 3 canonical fairness metrics

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• validate canonical metrics against fairlearn

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• add NEWS entry

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• add pkgdown entry

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• skip error context snap pre-4.0 (currently oldrel-4)

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• remove unused test object

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Commits on May 16, 2023

• remove rlang:: and vctrs::

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• optimize diff_range() for speed

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• transition from summarize()

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• remove incomplete phrase

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• highlight function factory as output

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• restore passing ellipses to .post()

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Commits on May 18, 2023

• error informatively with redundant grouping

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• don't pass ellipses to .post

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• run test on all systems

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• namespace group_by in test

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• update snaps

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• defer to inputted .fn for metric class

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• check direction argument

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Commits on Jun 21, 2023

• move max_positive_rate_diff() to where it's used

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• document implementation in @description

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• abort with condition parent to improve error context

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Commits on Jun 22, 2023

• special-case metric factories in metric_set() checks

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• rename fairness_metric() -> new_groupwise_metric()

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• contrast "group-wise" and usual grouped behavior of yardstick metrics

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Commits on Jun 26, 2023

• rename new_groupwise_metric() arguments

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• clarify documentation on aggregate arg

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Commits on Jun 27, 2023

• use devl probably

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• Merge branch 'fairness' of github.com:tidymodels/yardstick into fairness

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• aggregrate -> aggregate

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Commits on Oct 23, 2023

• remove Remotes---probably package is now on CRAN

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Commits on Oct 27, 2023

• correct duplicated description

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