scikit-learn-intelex

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[CI, bugfix] correct stability issues in CondaRecipes (backport #2493)

2

## Description ```conda update --all``` is known to be unstable. It is not guaranteed that all packages updated will properly work together even though they may pass the conda dependency...

mergify[bot]

[CI] temporarily deselect ```test_dbscan_params_validation``` for green CI (backport #2500)

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## Description This test ```test_dbscan_params_validation``` is only available in sklearn 1.1 (https://github.com/scikit-learn/scikit-learn/blob/1.1.X/sklearn/cluster/tests/test_dbscan.py#L457, a no-longer sklearnex-supported sklearn version). This test validates a capability for DBSCAN which is available in 1.1 before...

mergify[bot]

[Experiment, do NOT merge] Try removing unused arguments to LogisticRegression

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## Description _Add a comprehensive description of proposed changes_ _List associated issue number(s) if exist(s): #6 (for example)_ _Documentation PR (if needed): #1340 (for example)_ _Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155...

david-cortes-intel

[docs] Add a prototype estimator for array api enabling

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## Description First start by generating code which represents the basic requirements of a sklearnex and onedal estimator. This PR serves two purposes: to ease understanding of the codebase for...

icfaust

chore(deps): update dependency setuptools to v80

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This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [setuptools](https://redirect.github.com/pypa/setuptools) ([changelog](https://setuptools.pypa.io/en/stable/history.html)) | `==79.0.1` -> `==80.9.0` | [](https://docs.renovatebot.com/merge-confidence/) |...

renovate[bot]

## Description Work in progress. Generalize GPU testing to work when dpctl is unavailable, but a SYCL device is. Depends on #2509 --- PR should start as a draft, then...

icfaust

Enable Coverity scan for C++

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## Description Updates coverity job to instrument scikit build test scan - https://scan.coverity.com/projects/napetrov-daal4py?tab=overview --- PR should start as a draft, then move to ready for review state after CI is...

napetrov

Compatibility with sklearn 1.7.0

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Is sklearn-intelex compatible with latest sklearn version (1.7.0) ? I have two errors that suddenly popped up in my CI: - `ModuleNotFoundError: No module named 'sklearn.utils._joblib'` : (coming from `daal4py/sklearn/metrics/__init__.py:17:...

remi-braun

[maintenance] lazy load dpnp.tensor/dpnp and prepare for array_api lazy importing

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## Description Dpctl and dpnp are quasi-dependencies which will silently error out if not installed. This is done at import time throughout the codebase, meaning that it is mixed into...

icfaust

MAINT: Don't make inapplicable conditions block oneDAL usage in LogisticRegression

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## Description This PR modifies the checks for whether oneDAL will be supported for logistic regression so as not to block its usage in the following scenarios: * Passing multi_class...

david-cortes-intel