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META - improve the performance and functionality of the fuzzy join

internalThis issue is complex and should be handled by maintainers.This issue is complex and should be handled by maintainers.

meta-issueLists a bunch of tasksLists a bunch of tasks

Status: Open.

#1847 In skrub-data/skrub;

· rcap107 opened on Jan 15, 2026

ENH - Subsample data before generating the <code>TableReport</code>

internalThis issue is complex and should be handled by maintainers.This issue is complex and should be handled by maintainers.

mid-termTo be handled in the months after assigning this labelTo be handled in the months after assigning this label

TableReportanything related to the TableReportanything related to the TableReport

Status: Open.

#1846 In skrub-data/skrub;

· rcap107 opened on Jan 15, 2026

ENH - add parallelism to the TableReport

internalThis issue is complex and should be handled by maintainers.This issue is complex and should be handled by maintainers.

mid-termTo be handled in the months after assigning this labelTo be handled in the months after assigning this label

TableReportanything related to the TableReportanything related to the TableReport

Status: Open.

#1845 In skrub-data/skrub;

· rcap107 opened on Jan 15, 2026

DOC - add an example that combines Aeon and the skrub Data Ops

documentationAdd or improve the documentationAdd or improve the documentation

Status: Open.

#1844 In skrub-data/skrub;

· rcap107 opened on Jan 15, 2026

Bring back the scikit-learn common tests so that they check all estimators

internalThis issue is complex and should be handled by maintainers.This issue is complex and should be handled by maintainers.

short-termTo be handled shortly after assigning this labelTo be handled shortly after assigning this label

🔥 high-priorityThis issue is particularly important and should be dealt with quicklyThis issue is particularly important and should be dealt with quickly

Status: Open.

#1843 In skrub-data/skrub;

· rcap107 opened on Jan 15, 2026

Add support for mlflow

data_opsSomething related to the skrub DataOpsSomething related to the skrub DataOps

internalThis issue is complex and should be handled by maintainers.This issue is complex and should be handled by maintainers.

mid-termTo be handled in the months after assigning this labelTo be handled in the months after assigning this label

🔥 high-priorityThis issue is particularly important and should be dealt with quicklyThis issue is particularly important and should be dealt with quickly

Status: Open.

#1842 In skrub-data/skrub;

· rcap107 opened on Jan 15, 2026

CHORE - rename <code>test_on_each_column</code> to <code>test_apply_to_cols</code>

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

no changelog needed

Status: Open.

#1836 In skrub-data/skrub;

· rcap107 opened on Jan 12, 2026

BUG - ToDatetime fails to parse some very specific datetimes

bugSomething isn't workingSomething isn't working

Status: Open.

#1835 In skrub-data/skrub;

· rcap107 opened on Jan 12, 2026

Error when setting pipeline (with numerical transformer) on datetime in TableVectorizer

bugSomething isn't workingSomething isn't working

Status: Open.

#1831 In skrub-data/skrub;

· myungkim930 opened on Jan 5, 2026

Discussion - Remove useless warning?

discussionSomething somewhat open-ended to discussSomething somewhat open-ended to discuss

Status: Open.

#1828 In skrub-data/skrub;

· MarieSacksick opened on Dec 31, 2025

DISCUSSION - Replacing the dataframe API with narwhals

dependenciesPull requests that update a dependency filePull requests that update a dependency file

discussionSomething somewhat open-ended to discussSomething somewhat open-ended to discuss

internalThis issue is complex and should be handled by maintainers.This issue is complex and should be handled by maintainers.

Status: Open.

#1818 In skrub-data/skrub;

· rcap107 opened on Dec 19, 2025

BUG - The CSS of TableReport is broken in marimo notebooks

bugSomething isn't workingSomething isn't working

TableReportanything related to the TableReportanything related to the TableReport

Status: Open.

#1817 In skrub-data/skrub;

· rcap107 opened on Dec 19, 2025