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Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

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### Description * Added SPMD interface for IncrementalEmpiricalCovariance * Added example of its usage. * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is...

enhancement

### Description * Added SPMD interface for IncrementalBasicStatistics * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is necessary because `finalize_fit` requires `spmd_policy`, but...

enhancement
testing

### Description * Added SPMD interface for IncrementalEmpiricalCovariance * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is necessary because `finalize_fit` requires `spmd_policy`, but...

enhancement
testing

### Description * Added SPMD interface for IncrementalLinearRegression * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is necessary because `finalize_fit` requires `spmd_policy`, but...

enhancement
testing

This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [setuptools](https://togithub.com/pypa/setuptools) ([changelog](https://setuptools.pypa.io/en/stable/history.html)) | `==73.0.1` -> `==74.0.0` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/setuptools/74.0.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) |...

This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [alabaster](https://redirect.github.com/sphinx-doc/alabaster) ([changelog](https://alabaster.readthedocs.io/en/latest/changelog.html)) | `==0.7.13` -> `==1.0.0` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/alabaster/1.0.0?slim=true)](https://docs.renovatebot.com/merge-confidence/) |...

This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [Sphinx](https://redirect.github.com/sphinx-doc/sphinx) ([changelog](https://www.sphinx-doc.org/en/master/changes.html)) | `==6.2.1` -> `==8.1.3` | [![age](https://developer.mend.io/api/mc/badges/age/pypi/Sphinx/8.1.3?slim=true)](https://docs.renovatebot.com/merge-confidence/) |...

**Describe the bug** Different results from xgboost when using daal4py converted model **To Reproduce** Use the attached model: [model.zip](https://github.com/user-attachments/files/16769910/model.zip) ``` import numpy as np import xgboost as xgb import daal4py...

bug

### Description Trying validate #1902 with #1861 changes. In case of green CI, #1902 will be approved and merged and #1861 will be rebased for the new changes. Based on...

Array API

### Description depends on #1861. Impl of DBSCAN via Array API. Includes some changes from #1813 TBD ### TODO dispatch mechanism and tests suits will be updated --- Checklist to...

Array API