ENH add support for sample_weight in KBinsDiscretizer(strategy="quantile") #1
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
… use of already existing functions.
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
…acing of conditions to avoid repetitions
… statement and adding a test case for the exception raise on this same check
Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
…earn#24354) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com> Co-authored-by: Meekail Zain <34613774+Micky774@users.noreply.github.com>
Co-authored-by: Tim Head <betatim@gmail.com>
… `NeighborsBase` (scikit-learn#24750) Co-authored-by: Julien Jerphanion <git@jjerphan.xyz> Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
…ing.html' (scikit-learn#24892) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com> Co-authored-by: Tig <tionni>
…learn#24889) * Allow categorical_features to be passed as feature names * Update relevant examples * Call .set_output(transform='pandas') on the pipelines
…scikit-learn#24920) Co-authored-by: ge72mum <ge72mum@mytum.de>
…learn#24910) Co-authored-by: Tig <tionni>
…#24921) Co-authored-by: Tim Head <betatim@gmail.com>
Merge remote-tracking branch 'upstream/main' into deas-kbins
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in ord
2DEF
er to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Reference Issues/PRs
Fixes scikit-learn#22048
What does this implement/fix?
Adding support for sample_weight in KBinsDiscretizer(strategy="quantile"). That is to say : I added a parameter in the fit method of KBinsDiscretizer. This parameter, sample_weight can be set to control the weights associated to each sample only when the strategy is set to "quantile"