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Merged
merged 7 commits into from
Jul 8, 2025
Merged

Deselect specific sparse elkan tests #2580

merged 7 commits into from
Jul 8, 2025

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ethanglaser
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@ethanglaser ethanglaser commented Jul 1, 2025 •
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Description

#2081 introduced deselection of entire test when only sparse subset is necessary. This will add dense tests back into regular validation.

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/intelci: run

@ethanglaser ethanglaser added the testing Tests for sklearnex/daal4py/onedal4py & patching sklearn label Jul 1, 2025
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All modified and coverable lines are covered by tests ✅

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icfaust commented Jul 2, 2025

This bonked its way into a segfault too in conformance testing on GPU @KateBlueSky @david-cortes-intel

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ethanglaser commented Jul 2, 2025
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/intelci: run

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/intelci: run

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ethanglaser commented Jul 3, 2025
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/intelci: run

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/intelci: run

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ethanglaser commented Jul 7, 2025
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/intelci: run

@ethanglaser ethanglaser merged commit 3b934d2 into uxlfoundation:main Jul 8, 2025
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icfaust pushed a commit to icfaust/scikit-learn-intelex that referenced this pull request Jul 9, 2025
@ethanglaser @icfaust
Deselect specific sparse elkan tests (uxlfoundation#2580)
d7596ba 
* Deselect specific sparse elkan tests

* Update deselected_tests.yaml

* Update deselected_tests.yaml

* cover all sparse cases

* Update deselected_tests.yaml
icfaust added a commit to samir-nasibli/scikit-learn-intelex that referenced this pull request Jul 16, 2025
@icfaust
Squashed commit of the following:
0cbf10c 
commit dbdb2761db1b3ab0dd2d57d12a408038608e3ef9
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jul 16 07:12:33 2025 +0200

    [enhancement] simplify array_api enabling tags via wrapper (#2566)

    * Update base.py

    * Update base.py

    * Update _array_api.py

    * Update basic_statistics.py

    * Update base.py

    * Update _array_api.py

    * Update _array_api.py

    * Update _array_api.py

    * Update dbscan.py

    * Update basic_statistics.py

    * Update dbscan.py

    * Update _array_api.py

    * Update _array_api.py

commit 07003acc3d964d047f8a94f07fc684fa37fd95c8
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jul 16 00:34:39 2025 +0200

    [CI] force use of conda-forge as the conda default channel (#2613)

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update conda-recipe-lnx.yml

    * Update build-and-test-lnx.yml

    * Update conda-recipe-win.yml

    * Update build-and-test-win.yml

    * use native conda calls instead

    * Revert "use native conda calls instead"

    This reverts commit 1b96d9834e23d7ea845dfc7ac9df09fcfa4aa091.

    * try to echo conda-forge instead of blank

commit 8274c46a84782a9502322a5d00e36f02359e295b
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 15 13:18:57 2025 +0200

    TEST: Add option and instructions to generate a JSON report of conformance tests and comparison of reports (#2608)

    * add option and instructions for json report of conformance tests

    * add copyright header

    * add note in docs

    * add small util to compare reports

    * add copyright header

    * add instructions about gpu tests and preview mode

    * Update scikit-learn-tests.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * more detailed type hint

    * add link to md file with instructions

    * Update tests/util_compare_json_reports.py

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * put json instructions under its own header

    * reword preview mode

    * more type hints

    * add delimiters for copyright header

    * fix type hints

    * add json report option also on 'run_xpu_tests.py'

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 22b5fd73e039f6d7545148211ce2abc48e107e8e
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 15 13:18:36 2025 +0200

    FIX: Fix double division of logistic model regularization by sum of weights (#2610)

    * fix double division of regularization by nrows

    * rename sklearn estimator with underscore to avoid test conflicts

    * add comment about logic in the test

    * fixes

commit d3bd0760b97f6727511c08e0c4125128161d0d67
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 15 09:04:04 2025 +0200

    FIX: Sort indices of sparse matrices (#2604)

    * sort indices of sparse matrices

    * fix for older scipy

    * missing import

    * fix for older scipy

    * add back deselected tests

    * move indices sorting to 'to_table' function

commit 9e3e4cd10558b61906a4e8a7f1865b033a7256f3
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jul 14 13:02:06 2025 +0200

    MAINT: Standardize copyright headers (#2611)

    * standardize copyright headers

    * align to 80 columns

commit 1470f5a3aa67d96182bfd9d783ba89efc7addc00
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jul 14 08:01:28 2025 +0200

    FIX: Fix incorrect type castings and mismatched operators (#2585)

    * avoid incorrect castings and undefined behavior

    * add comment about move op on pointer

    * avoid move operator

commit 4a6c4ea8b4d219048da96f3063e7871748dd8180
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jul 10 22:35:25 2025 -0700

    chore(deps): update dependency pandas to v2.3.1 (#2597)

    * chore(deps): update dependency pandas to v2.3.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 1933e79f118cca81528f1d0a1e68c64a1851efb4
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jul 10 22:31:03 2025 -0700

    Update dependency pybind11 to v3 (#2605)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit d619da3d64633bf3b61c381b3bb350b965c8d186
Author: Ian Faust <icfaust@gmail.com>
Date:   Thu Jul 10 10:01:41 2025 +0200

    [enhancement] enable array_api return values from ```from_table``` (#2441)

    * startup

    * refactor from_table

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update data_conversion.hpp

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update dbscan.py

    * Update dbscan.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update base.py

    * Update covariance.py

    * Update linear_model.py

    * Update logistic_regression.py

    * Update forest.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * formatting

    * Update __init__.py

    * Update forest.py

    * Update covariance.py

    * Update test_data.py

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update data_conversion.cpp

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update test_data.py

    * Update test_data.py

    * Update test_data.py

    * Update test_data.py

    * formatting

    * clang-formatting

    * Update _data_conversion.py

    * add lazy loading of array_api_compat

    * add to __init__

    * remove import

    * fix for numpy-docs

    * fix capitalization

    * fix sparse support

    * small docs change

    * fix output message

    * Update logistic_regression.py

    * Update _data_conversion.py

    * change to clearer internal functions

    * add copy=False

    * this was not needed

    * missing space

    * remove some sua_iface definitions

    * updates to spmd failures

    * fixed bad logic

    * hopefully addresses some of this shape business

    * attempts at fixing spmd 2

    * fix spmd issues 3

    * changes requested

    * Update _data_conversion.py

commit 1c892680ae67732a745a25142c2ccb2d9f46f5b1
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed Jul 9 09:45:03 2025 +0200

    MAINT: Use latest version of sklearn when building docs (#2603)

    * use latest version of sklearn when building docs

    * remove manual install of sklearn in docs-release CI

commit 13370dca990fe4833c78ce1675f7c597c2ae8225
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed Jul 9 08:58:08 2025 +0200

    FIX: Specify namespace for std types (#2595)

commit fe284c19a1ab4a87d50f1b2f563084985124dc45
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed Jul 9 08:32:08 2025 +0200

    install scikit-learn to build docs (#2592)

commit 3b934d2500313d31696a8d3f16fe480c7c418237
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Tue Jul 8 12:14:07 2025 -0700

    Deselect specific sparse elkan tests (#2580)

    * Deselect specific sparse elkan tests

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    * cover all sparse cases

    * Update deselected_tests.yaml

commit c275f09105fc2d9628aa53bd0cb7c056a6b1072c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue Jul 8 09:57:56 2025 -0700

    chore(deps): update dependency pandas to v2.3.0 (#2508)

    * chore(deps): update dependency pandas to v2.3.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 86feb8f2107aa6f5b9228de9cfecd74481644783
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 8 17:35:02 2025 +0200

    Fix: Find libs in $DALROOT with conda-style paths (#2594)

    * check for conda-style paths

    * fix return conditions

    * Update scripts/version.py

    Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

    ---------

    Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

commit 328471ec29d7cafff08a41773c6f64b768a955d1
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jul 7 17:50:50 2025 -0700

    chore(deps): update dependency pytest to v8.4.1 (#2504)

    * chore(deps): update dependency pytest to v8.4.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 74213cb04ad84d53c938f41153282bbdbc52967f
Author: Ian Faust <icfaust@gmail.com>
Date:   Mon Jul 7 23:58:50 2025 +0200

    [enhancement] add dlpack queue extraction and data conversions (#2569)

    * starting point

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _third_party.py

    * Update _sycl_queue_manager.py

    * Create _dlpack.py

    * Update __init__.py

    * Update _sycl_queue_manager.py

    * Update sycl.cpp

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _dlpack.py

    * Update __init__.py

    * Update _device_offload.py

    * Update _dlpack.py

    * Update sycl.cpp

    * Update _device_offload.py

    * Update _sycl_queue_manager.py

    * clean up

    * Update _sycl_queue_manager.py

    * Update _device_offload.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * fix import around onedal._default_backend

    * fix more bugs

    * Update _sycl_queue_manager.py

    * Update _dlpack.py

    * Update _third_party.py

    * Update _dlpack.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _third_party.py

    * fixes

    * add some testing

    * Update test_sycl.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update test_sycl.py

    * Update test_sycl.py

    * Update test_sycl.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update _dlpack.py

    * Update _device_offload.py

    * Update test_config.py

    * Update test_config.py

    * fixes

    * fix bug

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Apply suggestions from code review

    Co-authored-by: Victoriya Fedotova <viktoria.nn@gmail.com>

    * Update sklearnex/tests/test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update _dlpack.py

    * Update test_config.py

    * Update test_config.py

    ---------

    Co-authored-by: Victoriya Fedotova <viktoria.nn@gmail.com>

commit 0165228cd6423b3546a4d4e6c76ea9d8f21f247e
Author: Ian Faust <icfaust@gmail.com>
Date:   Mon Jul 7 16:14:36 2025 +0200

    [CI] update non-GPU GitHub actions runner sklearn versions (#2582)

    * Update ci.yml

    * Update ci.yml

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

commit cfe5cfd4af4be315fa3d61408ec95578ca5d646f
Author: Ian Faust <icfaust@gmail.com>
Date:   Fri Jul 4 22:15:35 2025 +0200

    [CI] swap uxl self-hosted runners to github hosted (#2586)

commit edf34cf0b22cc7384ada372eb84d9b51e98fc309
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jul 4 15:11:23 2025 +0200

    ENH: Allow compiling with LLD as linker (#2583)

    * add option for lld and instructions

    * typo

    * missing comma

commit e932321845aa6ae517aff437c1d5f999cf336f8a
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jul 3 13:22:26 2025 -0700

    chore(deps): update dependency scikit-learn to v1.7.0 (#2512)

    * chore(deps): update dependency scikit-learn to v1.7.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 490211dc8038734a22f00abfb26f71f1d3442007
Author: Alexander Andreev <alexander.andreev@intel.com>
Date:   Thu Jul 3 10:04:49 2025 +0100

    CI matrix update and Array API fixes required to pass it (#2567)

    * Add sklearn 1.7 to CI matrix

    * Fix for _FuncWrapper

    * Add new Array API test deselections

    * Linting

    * Shift CI matrix

    * Add deselection aliases

    * Upgrade array-api-strict version

    * Add comment for _FuncWrapper

commit a5b4e69d55487ceb799b39abc54cd679fc0ecbdb
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Tue Jul 1 13:36:28 2025 -0700

    Support for sklearn 1.6 conformance testing (#2465)

    * tweaks to logistic_path to match sklearn

    * follow ups

    * sklearn 1.4 gpu conformance fix attempt

    * restore svm changes and move ridge checks to sklearnex

    * update deselected tests file

    * add 4 more deselections

    * apply black formatting

    * xpass/xfail deselections...I give up

    * one more xfail

    ---------

    Co-authored-by: Alexander Andreev <alexander.andreev@intel.com>

commit 63cfefefbb082074f7ea152ad8b267f644e8db5b
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue Jul 1 15:35:31 2025 +0100

    chore(deps): update dependency numpy to v2.3.1 (#2574)

    * chore(deps): update dependency numpy to v2.3.1

    * Update dependencies-dev

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit a271eada205b70fc9e4893fff1d254fb0bf7f7d4
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 1 08:40:28 2025 +0200

    FIX: Fix logic to check for existence of different oneDAL libraries (#2577)

    * fix logic to detect present onedal libs

    * missing import

    * check that path exists

    * pass variable instead of redefining

    * missing arg

    * remove unused import

commit 5c99508f3ef4922c507ffc1af62068650dce4ee3
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 27 09:43:54 2025 +0100

    chore(deps): update pre-commit hook numpy/numpydoc to v1.9.0 (#2575)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 2fdba34c4dc3c7ec5a2a8ed74a88893f19aba4ab
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 27 08:47:18 2025 +0200

    DOC: Better explanations about GPGPU driver installations (#2464)

    * more details about GPGPU drivers

    * advertise iGPU compat more visibly

    * Update doc/sources/oneapi-gpu.rst

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update doc/sources/oneapi-gpu.rst

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * add link to arch wiki and more details

    * reword compute-follows-data idea

    * reword 'gpgpu drivers' -> 'compute runtime'

    * Update doc/sources/oneapi-gpu.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 1f157452129517a0eb7c55a264e93ede4e3f6c4f
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 26 13:08:14 2025 -0700

    chore(deps): update pre-commit hook psf/black to v25 (#2564)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 7585bf84d9acaef054fa1d386b353ddd21a476e3
Author: Alexander Andreev <alexander.andreev@intel.com>
Date:   Thu Jun 26 13:30:15 2025 +0100

    Update ubuntu CI image to 24.04 (#2571)

    * Update ubuntu CI image to 24.04

    * Unpin python version in pre-commit config to use default available in system

commit 022768d23e70010e004eddaf25a5ebd7684a0113
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Thu Jun 26 14:23:29 2025 +0200

    ENH: Add command line option for debug builds (#2572)

    * add argument for debug builds

    * clarify about behavior on windows

commit d56958e5553fcb80dbbe233edb89d158d815aee1
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Thu Jun 26 00:13:42 2025 -0700

    fix: forest dpctl predict queue misalignment (#2507)

    * fix: forest dpctl predict queue misalignment

    * black formatting

    * sycl_queue -> device

commit 66325239f7ff5a6e983c6a46e5256f491a6e6641
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 25 14:14:50 2025 +0200

    [maintenance] lazy load dpnp.tensor/dpnp and prepare for array_api lazy importing (#2509)

    * starting point

    * first cut

    * rename

    * fix various testing imports

    * don't get ahead of my skis

    * attempt to further move things apart

    * remove get_unique_values_with_dpep

    * remove actually

    * Update _array_api.py

    * try to fix

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _sycl_usm.py

    * Update _third_party.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _sycl_usm.py

    * Update _sycl_usm.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _sycl_usm.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _array_api.py

    * Update _array_api.py

    * formatting

    * Update setup.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update __init__.py

    * Update _data_conversion.py

    * Update _device_offload.py

    * Update _third_party.py

    * add requested comments to code

    * add requested comments to code

    * fix codespell hits

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update test_common.py

    * Update _data_conversion.py

    * Update _data_conversion.py

commit c8fb137b678d972bfad6611dfbc9dc5b0b04e00f
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jun 23 15:25:08 2025 +0200

    DOC: Reword description about patching in preview mode (#2491)

    * reword description about patching in preview

    * corrections about patching non-sklearn classes

    * include necessary file

commit 46e8ca34a443ae5aaff596966542143309cf351c
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jun 23 14:28:50 2025 +0200

    MAINT: Don't make inapplicable conditions block oneDAL usage in LogisticRegression (#2513)

    * remove unnecessary conditions

    * update support table

    * Update sklearnex/linear_model/logistic_regression.py

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 96bc915ece645a496712fc6f2a6640171b5edb47
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jun 23 08:39:12 2025 +0200

    FIX: Fix table destructor not being called (#2540)

    * fix uncalled destructor

    * Update onedal/datatypes/table.cpp

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 28540d0c597edc19b6e36a7aa228a0a3792174a5
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 20 09:54:35 2025 +0100

    chore(deps): update dependency cython to v3.1.2 (#2518)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 04fb452c5b689a220f1cadb5f8dc00a066327c80
Author: Ian Faust <icfaust@gmail.com>
Date:   Fri Jun 20 09:19:38 2025 +0200

    [CI] Centralize clang-format install to dependencies-dev (#2543)

    * Update dependencies-dev

    * Update build-and-test-lnx.yml

    * Update build-and-test-win.yml

    * Update ci.yml

    * Update dependencies-dev

commit 2159f3e1ca8cdca15eefbef7dfa32bec45c06af2
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 19 19:09:23 2025 +0100

    chore(deps): update dependency urllib3 to v2.5.0 [security] (#2563)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit b7e84b250aa50d0966f34e3c07d284cba1e871a4
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 19 16:26:59 2025 +0200

    chore(deps): update pre-commit hook psf/black to v24.10.0 (#2559)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit ed954c1fb8dfffc4bb3cb9a7873a4bbf916c6d4e
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 22:53:13 2025 +0200

    [CI] fix spelling mistakes in the codebase by adding codespell (#2550)

    * Update .pre-commit-config.yaml

    * Create .codespellrc

    * Update .codespellrc

    * Update daal4py_data_science.ipynb

    * Update .codespellrc

    * Update format.py

    * Update dist_kmeans.h

    * Update map_reduce_tree.h

    * Update transceiver.h

    * Update base.py

    * Update test_n_jobs_support.py

    * Update base.py

    * Update _device_offload.py

    * Update forest.py

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update dtype_conversion.cpp

    * Update sycl_usm_utils.cpp

    * Update common.py

    * Update test_common.py

    * Update _device_offload.py

    * Update dbscan.cpp

    * Update gen_daal4py.py

    * address spelling issues

    * last changes

    * Update dbscan.py

    * Update dbscan.py

    * Update decision_forest_classification_default_dense.py

    * Update decision_forest_classification_hist.py

    * Update decision_forest_regression_default_dense.py

    * Update decision_forest_regression_hist.py

commit b203abdfc892afb6adeca66f13700d238d99caec
Author: Victoriya Fedotova <victoriya.s.fedotova@intel.com>
Date:   Wed Jun 18 20:27:44 2025 +0200

    Add grain_size hyperparameter into EmpiricalCovariance and PCA algorithms (#2492)

    * cpu_grain_size hyperparameter was added to EmpiricalCovariance estimator.
    * cpu_grain_size and cpu_macro_block hyperparameters were added to PCA estimator.
    * gen_daal4py.py was modified to report the problem with clang-format installation on the setup stage.

commit 1d3358353904741e238040a800749ea5cf99cbf4
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 19:29:52 2025 +0200

    Update renovate.json to check pre-commit versions (#2558)

commit 95ec3eaa41406509d410382920fdac3ec950e91f
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 12:20:57 2025 +0200

    [CI, enhancement] add pytorch+gpu testing ci (#2494)

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update run_test.sh

    * Update conftest.py

    * Update run_test.sh

    * Update run_test.sh

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update run_sklearn_tests.sh

    * Update ci.yml

    * Update ci.yml

    * Update validation.py

    * Update validation.py

    * Update validation.py

    * Update validation.py

    * Update _device_offload.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update run_sklearn_tests.sh

    * Update _device_offload.py

    * Update _data_conversion.py

    * Update validation.py

    * Update table.cpp

    * Update _device_offload.py

    * Update _device_offload.py

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    * Update _device_offload.py

    * Update deselected_tests.yaml

    * Update ci.yml

    * Update ci.yml

    * Update deselected_tests.yaml

    * Update ci.yml

    * Update deselected_tests.yaml

    * Update validation.py

    * Update ci.yml

    * Update __init__.py

    * Update _data_conversion.py

    * Update _device_offload.py

    * Update ci.yml

    * Update _device_offload.py

    * Update validation.py

commit e074be576a8d7b7c19f7e78d8d539b541b4a04a1
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 08:01:01 2025 +0200

    [enhancement] set specific failure for host builds with "target_offload" (#2388)

    * Update sycl.cpp

    * Update _sycl_queue_manager.py

    * Update test_config.py

    * Update sycl.cpp

    * Update sycl.cpp

    * Update sycl.cpp

    * Update sycl.cpp

    * Update dal.cpp

    * Update dal.cpp

    * fix logic

    * formatting

    * convert into an object

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update sycl.cpp

    * Update test_config.py

    * Update _device_offload.py

    * Update _sycl_queue_manager.py

    * Update test_config.py

    * Update ci.yml

    * Update ci.yml

    * Update sycl.cpp

    * Update sycl.cpp

    * Update test_config.py

    * Update sycl.cpp

    * Update _sycl_queue_manager.py

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update sycl.cpp

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update sycl.cpp

    * Update _config.py

commit afd9399fea42ee47b180e6125b60c2f0408168d9
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 17 22:12:11 2025 +0200

    [CI, Enhancement] add external pytest frameworks control (#2489)

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update run_test.sh

    * Update conftest.py

    * Update run_test.sh

    * Update run_test.sh

commit c2b855920499a8a1f3a22f960aa79a4898fac6ef
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 17 19:36:35 2025 +0200

    [bugfix] fix array type issues in ```pca.inverse_transform``` without ```array_api_dispatch``` enabled  (#2555)

    * Update pca.py

    * Update pca.py

    * Update pca.py

commit d7536f3416a9fd2e186847c3b66add63f3a19b67
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 17 15:05:09 2025 +0200

    [bug] fix policy changes for spmd (#2554)

    * Update dal.cpp

    * Update policy.cpp

commit b742d86a7b8d6fcf1ab14880469e4fc68c07d70b
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Mon Jun 16 02:58:59 2025 -0700

    fix: minor basic stats quality fixes (#2521)

    * fix: minor basic stats quality fixes

    * blacked

    * vary seed by rank instead of size

commit c15f0119899d68cce7c847c805a7f6ba60df3d82
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Mon Jun 16 02:22:21 2025 -0700

    fix: jupyter nightly (#2530)

    * fix: jupyter nightly

    * minor

    * add logging

    * increase timeout

    * remove ridge higgs

    * restore temporary things

    * adding comment

    * drop yolanda as well

commit 08e9881f990f402f6d278e105d1796b9e28fe83e
Author: Ian Faust <icfaust@gmail.com>
Date:   Mon Jun 16 11:21:46 2025 +0200

    [CI] upgrade dpcpp for CondaEnv to 2025.1 (#2514)

commit 2d6fdc2fb97b178806cda969e5e20d16bccd1d8a
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jun 16 10:17:09 2025 +0100

    chore(deps): update dependency cmake to v4.0.3 (#2547)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 9d82eb9fee0b091c5409a7e540ae3f3d5db67b20
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 13 17:23:54 2025 +0100

    chore(deps): update dependency pyzmq to v27 (#2546)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit bf674b43fd6f57aad8a101eb4975134059b41b96
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 12:47:54 2025 +0200

    update tags and docs for skl1.7 (#2544)

commit bfbb2384a6ed9925f78b6edb40333bb6b064e5c2
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 11:30:14 2025 +0200

    DOC: More hints for building with ASAN (#2542)

    * more hints for asan

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 2325b08fa790dcfab76e2760ccddd86d972ebd05
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 10:56:45 2025 +0200

    remove dead code (#2539)

commit 86188a0037d16d93657203c87f73031208af687d
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 09:56:51 2025 +0200

    FIX: Don't forcibly add `-s` to debug builds (#2537)

    * don't add 's' when adding 'g' or non-release builds

    * merge into next condition

commit e0e1816e5f23ba2c9b67f32c785444fbbd31f3bb
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 13 07:55:50 2025 +0200

    chore(deps): update doc packages (#2503)

    * chore(deps): update doc packages

    * fix doc req updates

    * oops

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: eglaser <ethan.glaser@intel.com>

commit e969395f62a253402b0ee64cf39296fc3d2b6ad5
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 12 14:30:35 2025 -0700

    chore(deps): update dependency shap to v0.48.0 (#2541)

    * chore(deps): update dependency shap to v0.48.0

    * remove python version requirement

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 0560581347d85e3f6a3bf7570dc18fe92e3c7bf0
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 12 11:55:31 2025 -0700

    chore(deps): update dependency pytest-cov to v6.2.1 (#2538)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 37380836c72243e979b6ef3315e4d539d2f48ef7
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Thu Jun 12 08:56:10 2025 +0200

    link to docs of classes/functions in support table (#2535)

commit f2052fde88f5354d2732432248a90800304bca0d
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 12 08:22:07 2025 +0200

    chore(deps): update dependency pytest-cov to v6.2.0 (#2536)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 65b956ff5f574a83a8197db3ff7304b03c2e4b4e
Author: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date:   Wed Jun 11 10:34:58 2025 -0700

    Codeowners update (#2519)

    * Update CODEOWNERS with additional tree owners

    * Update CODEOWNERS

commit 7062a1e351beff5635eb18fd8b31dae139c47fd2
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Wed Jun 11 10:06:51 2025 -0700

    update: update algorithm.rst based on current implementation (#2354)

    * update: update aldorithm and preview

    * fix: remove incremental algos and added extra trees and tsne n_compoents description

    * fix: fix basic stats

    * fix: fix basic stats

    * fix: went through all algos

    * fix: address comments

    * fix move incremental imiltaiton under notes

    * fix: add notes in other incremental algos

    * fix: sklearn < 1.5

    * fix: removed versions

    * Update doc/sources/algorithms.rst

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * fix: various chagnes based on comments

    * fix: add verbose note

    * Update doc/sources/algorithms.rst

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * fix: verbose html

    * fix: verbose note

    * fix: address comments

    * fix: increoemtn notes

    * fix: verbose

    * fix: LogisticRegression

    * fix: doc ci

    * fix: fix basic stats format

    * fix: fix basic stats

    * fix: fix basic stats

    * fix: format

    * fix: fix indent

    * fix: format

    * fix: address comments

    * fix: fix logistic regression cpu

    * fix: fix logistic regression cpu

    * fix: fix spmd logistic regression

    ---------

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

commit c549b8673d86c47e6782a7cd533c286f57db0d7c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue Jun 10 11:32:27 2025 -0700

    chore(deps): update dependency requests to v2.32.4 [security] (#2525)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit e8111d2c8dd94e8741a62f1647c08e34effe7e6f
Author: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date:   Tue Jun 10 08:14:50 2025 -0700

    DOC: fix broken support link (#2520)

commit bc0f3ff33c697f8c89970e38adaaa69e9f0eb0d3
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 10 13:01:41 2025 +0200

    Update pca.py (#2506)

commit 925f65fd7fb361fdefbbe9016e1779e8b5a4905b
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 10 12:44:09 2025 +0200

    [CI, enhancement] enable external oneDAL builds in build-and-test-win.yml Azure Pipelines (#2482)

    * Update bld.bat

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update conda-recipe-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update conda-recipe-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-win.yml

commit 488ba2d964c5e21f37c36ce6b6c64e387faac92e
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jun 9 22:47:10 2025 +0100

    chore(deps): update dependency numpy to v2.3.0 (#2517)

commit 95c73bda48a59c8a2e4cafc12861aa2b0965c5f1
Author: Alexander Andreev <alexander.andreev@intel.com>
Date:   Mon Jun 9 16:42:24 2025 +0100

    Fixes for sklearn 1.7 pre-release support (#2451)

    * Fixes for sklearn 1.7 pre-release support

    * Fix ensemble probabilities interval

    * Change scaling method to `clip`

    ---------

    Co-authored-by: icfaust <icfaust@gmail.com>

commit ce81dc548af664372c2c4ef1e5dc1ee9529e4eb3
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jun 9 11:24:51 2025 +0100

    chore(deps): update ossf/scorecard-action action to v2.4.2 (#2502)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit edbbad8200eb0554a128130a7146734717a6d82b
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Thu Jun 5 22:55:26 2025 -0700

    Add check warning to build-doc.sh (#2511)

    * fix: add flags and test

    * fix: works

commit 11e3dd20bb4b47ecdbd0af212c17864899b242c7
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 6 07:50:39 2025 +0200

    fix italics formatting (#2510)

commit be4777e84cd9f488ac7d86436580728bdac4a035
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Thu Jun 5 10:34:28 2025 +0200

    DOC: Add instructions for building with ASAN (#2473)

    * add instructions for building with ASAN

    * remove unneeded variable

    * Update INSTALL.md

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * ENH: Enable model conversion from TreeLite (#2452)

    * add conversion from treelite

    * add dependency also for conda

    * [enhancement, CI] add numpydoc validation to pre-commit (#2455)

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update dispatcher.py

    * Update dispatcher.py

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update incremental_basic_statistics.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update _device_offload.py

    * Update incremental_basic_statistics.py

    * Update incremental_basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update incremental_linear_model.py

    * Update incremental_covariance.py

    * Update incremental_ridge.py

    * Update incremental_linear.py

    * Update incremental_ridge.py

    * make fixes

    * Update _config.py

    * Update _config.py

    * Update _config.py

    * Update _backend.py

    * Update _dpep_helpers.py

    * Update _dpep_helpers.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update svm.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update __init__.py

    * Update __init__.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update covariance.py

    * Update incremental_covariance.py

    * Update incremental_covariance.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update incremental_basic_statistics.py

    * Update kmeans.py

    * Update pca.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update logistic_regression.py

    * Update incremental_pca.py

    * Update _config.py

    * Update _config.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update validation.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _backend.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update _utils.py

    * Update _device_offload.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * [enhancement] add ```__dlpack__``` and ```__dlpack_device__``` attributes to python oneDAL table class (#2430)

    * initial save

    * save point

    * interim stop

    * check:

    * fix most problems

    * save point

    * formatting

    * clang-formatting and save point

    * add testing

    * address coverage for dlpack::free_capsule

    * formatting

    * add gc and static_cast

    * remove comment

    * add suggestion

    * chore(deps): update dependency xgboost to v3.0.1 (#2474)

    * chore(deps): update dependency xgboost to v3.0.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * chore(deps): update dependency cython to v3.1.0 (#2470)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * chore(deps): update dependency cmake to v4.0.2 (#2468)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * DOC: Clarify that SPMD is linux-only (#2476)

    * clarify that SPMD is not available on windows builds

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

    ---------

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

    * DOC: More details for conda installs (#2475)

    * add conda-forge channel for dependencies, mention incompatibilities with anaconda

    * update commands also in .md file

    * suggest impi install from conda-forge

    * remove warning about conda-forge incompatibilities

    * Update INSTALL.md

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * chore(deps): update dependency tornado to v6.5 [security] (#2478)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * Migrate to modern NumPy interface (#2479)

    * Migrate to modern NumPy interface

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

    * Update onedal/utils/validation.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update sklearnex/svm/_common.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * fix: add cstdint include to transceiver for public CI (#2484)

    * chore(deps): update dependency cython to v3.1.1 (#2483)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * chore(deps): update dependency numpy to v2.2.6 (#2481)

    * chore(deps): update dependency numpy to v2.2.6

    * Update dependencies-dev

    * Update dependencies-dev

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * chore(deps): update dependency array-api-compat to v1.12.0 (#2477)

    * chore(deps): update dependency array-api-compat to v1.12.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * downgrade setuptools to v79 for develop mode setup (#2480)

    * chore(deps): update dependency xgboost to v3.0.2 (#2490)

    * chore(deps): update dependency xgboost to v3.0.2

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * fix: use upload github action to public site (#2459)

    * fix: use upload github action to public site

    * fix: allow tag trigger with also year.month

    * test: test tag trigger

    * test: test tag trigger

    * .github/workflows/docs-release.yml

    * fix: don't copy gh-pages everytime, only copy parts don't exist

    * fix:move prepare script to doc_release.sh

    * fix:test checkout

    * fix:test upload pages artifact only has v3

    * fix:  fetch gh-apges if we have one

    * fix: use eaceiris/actions-gh-pages@v3 to keep old files when upload new ones

    * fix: use a intermediate unprotected branch for all doc archives

    * fix: fix archive

    * fix: fix archive

    * fix: remove doc from switcher url in conf and archive enture folder

    * fix: remove +x changes in doc relase before archive step

    * fix: move permission and use exact commit id for github actions

    * fix: use env var for _site folder and use doc folders for archive branch

    * fix: delete everything for new doc arvhice branch

    * fix: remove untracked files

    * fix: only add verison folders to git first time doc archive

    * fix: move TEMP_DOC_FOLDER to yml and make sure it is im tmp

    * fix: move env to jobs

    * fix: still need git rm for firs ttime doc archive creation

    * fix: remove doc

    * fix: allow manual trigger

    * fix: workflow dispatch add input requriement

    * fix: don't force input on workflow dispatch

    * test: test older python version doc build warning

    * fix: force doc version input

    * fix: remove unused dependency

    ---------

    Co-authored-by: yuejiaointel <41898282+github-actions[bot]@users.noreply.github.com>

    * ci(workflows): add `OpenSSF Scorecard` GitHub Action (#2499)

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

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Delete tests/test_model_builders.py

    * Revert "Delete tests/test_model_builders.py"

    This reverts commit 453dd88eb186cb18914c0cc1f36e1e0e10355e41.

    * disable catboost and check

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

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

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * [enhancement] unify policy creation in pybind11 (#2390)

    * create get_policy

    * formatting

    * Update policy.cpp

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
    Co-authored-by: Ian Faust <icfaust@gmail.com>
    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
    Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: yuejiaointel <41898282+github-actions[bot]@users.noreply.github.com>
    Co-authored-by: Aleksei Khomenko <aleksei.khomenko@intel.com>

commit ac78a40e5379dbb62c40a503afd75707ed885ecd
Author: Ian Faust <icfaust@gmail.com>
Date:   Thu Jun 5 10:27:04 2025 +0200

    reword comment about dlpack support (#2505)

commit cf2dbcbd8ed10bbbcd6b13116327b43d99c43fad
Author: Ian Faust <icfaust@gmail.com>
Date:   Sat May 31 19:02:56 2025 +0200

    [enhancement] unify policy creation in pybind11 (#2390)

    * create get_policy

    * formatting

    * Update policy.cpp

commit 79af322e314057330b0671e50bcbcee7bc74ea30
Author: Ian Faust <icfaust@gmail.com>
Date:   Sat May 31 15:39:09 2025 +0200

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

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 249417220c024232eac5644ee41e61277e3c681f
Author: Ian Faust <icfaust@gmail.com>
Date:   Sat May 31 12:09:16 2025 +0200

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

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Delete tests/test_model_builders.py

    * Revert "Delete tests/test_model_builders.py"

    This reverts commit 453dd88eb186cb18914c0cc1f36e1e0e10355e41.

    * disable catboost and check

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

commit b1e17957072defc230619416952aed71a3689fb2
Author: Aleksei Khomenko <aleksei.khomenko@intel.com>
Date:   Fri May 30 16:37:52 2025 +0200

    ci(workflows): add `OpenSSF Scorecard` GitHub Action (#2499)

commit 068dde500c15a7c91538a489c22fbabd05197ee9
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Wed May 28 22:10:35 2025 -0700

    fix: use upload github action to public site (#2459)

    * fix: use upload github action to public site

    * fix: allow tag trigger with also year.month

    * test: test tag trigger

    * test: test tag trigger

    * .github/workflows/docs-release.yml

    * fix: don't copy gh-pages everytime, only copy parts don't exist

    * fix:move prepare script to doc_release.sh

    * fix:test checkout

    * fix:test upload pages artifact only has v3

    * fix:  fetch gh-apges if we have one

    * fix: use eaceiris/actions-gh-pages@v3 to keep old files when upload new ones

    * fix: use a intermediate unprotected branch for all doc archives

    * fix: fix archive

    * fix: fix archive

    * fix: remove doc from switcher url in conf and archive enture folder

    * fix: remove +x changes in doc relase before archive step

    * fix: move permission and use exact commit id for github actions

    * fix: use env var for _site folder and use doc folders for archive branch

    * fix: delete everything for new doc arvhice branch

    * fix: remove untracked files

    * fix: only add verison folders to git first time doc archive

    * fix: move TEMP_DOC_FOLDER to yml and make sure it is im tmp

    * fix: move env to jobs

    * fix: still need git rm for firs ttime doc archive creation

    * fix: remove doc

    * fix: allow manual trigger

    * fix: workflow dispatch add input requriement

    * fix: don't force input on workflow dispatch

    * test: test older python version doc build warning

    * fix: force doc version input

    * fix: remove unused dependency

    ---------

    Co-authored-by: yuejiaointel <41898282+github-actions[bot]@users.noreply.github.com>

commit 1274fab27f4abaa4adb5ab4f2d6b343fd5c26d18
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue May 27 11:46:18 2025 -0700

    chore(deps): update dependency xgboost to v3.0.2 (#2490)

    * chore(deps): update dependency xgboost to v3.0.2

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 61426c8bdafd06b673c1e05b2aa70c965e780176
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Wed May 21 08:50:04 2025 -0700

    downgrade setuptools to v79 for develop mode setup (#2480)

commit a347fe4cd3fb2e80bb0af771cd1c5b49a50e7563
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 21 07:11:08 2025 -0700

    chore(deps): update dependency array-api-compat to v1.12.0 (#2477)

    * chore(deps): update dependency array-api-compat to v1.12.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit f1ffc313bc64fce3f8a1d60574588eb90af73e6c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 21 07:10:27 2025 -0700

    chore(deps): update dependency numpy to v2.2.6 (#2481)

    * chore(deps): update dependency numpy to v2.2.6

    * Update dependencies-dev

    * Update dependencies-dev

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 54da574ff3cf4fcbe18618847db79e45a5dadab1
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 21 07:08:59 2025 -0700

    chore(deps): update dependency cython to v3.1.1 (#2483)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 252297e111ff9d531a9230292ed4ea35e7299690
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Wed May 21 07:08:01 2025 -0700

    fix: add cstdint include to transceiver for public CI (#2484)

commit dcad0da8de00d7714286496f9d17adca204f8c4b
Author: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Date:   Wed May 21 13:55:08 2025 +0300

    Migrate to modern NumPy interface (#2479)

    * Migrate to modern NumPy interface

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

    * Update onedal/utils/validation.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update sklearnex/svm/_common.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

commit 8e3c8e7b17f40c0dba696ac36e556fee6abe9480
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri May 16 12:38:03 2025 -0700

    chore(deps): update dependency tornado to v6.5 [security] (#2478)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 848641a85f0f4d912839d3220a5a54cba70d0dd5
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri May 16 15:50:04 2025 +0200

    DOC: More details for conda installs (#2475)

    * add conda-forge channel for dependencies, mention incompatibilities with anaconda

    * update commands also in .md file

    * suggest impi install from conda-forge

    * remove warning about conda-forge incompatibilities

    * Update INSTALL.md

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 823daff5c9764f76b3fae091b1368b9104095be5
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri May 16 07:35:52 2025 +0200

    DOC: Clarify that SPMD is linux-only (#2476)

    * clarify that SPMD is not available on windows builds

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

    ---------

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

commit 074fd6035146e741c4a52f549ffb879dc6f458c4
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 14 14:26:43 2025 -0700

    chore(deps): update dependency cmake to v4.0.2 (#2468)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit bcc3b332a8c23d6c83e446d4f3973bf7f54b2e2d
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 14 08:43:37 2025 -0700

    chore(deps): update dependency cython to v3.1.0 (#2470)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 07a91a612893644cef13e561858253c732b2f264
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 14 08:41:55 2025 -0700

    chore(deps): update dependency xgboost to v3.0.1 (#2474)

    * chore(deps): update dependency xgboost to v3.0.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 165c6d324de61a749144c15b6d4eed7610036fe7
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed May 14 17:32:40 2025 +0200

    [enhancement] add ```__dlpack__``` and ```__dlpack_device__``` attributes to python oneDAL table class (#2430)

    * initial save

    * save point

    * interim stop

    * check:

    * fix most problems

    * save point

    * formatting

    * clang-formatting and save point

    * add testing

    * address coverage for dlpack::free_capsule

    * formatting

    * add gc and static_cast

    * remove comment

    * add suggestion

commit 450abf41de3481d7623fa0b67aaec6cc24d0be78
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed May 14 16:49:03 2025 +0200

    [enhancement, CI] add numpydoc validation to pre-commit (#2455)

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update dispatcher.py

    * Update dispatcher.py

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update incremental_basic_statistics.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update _device_offload.py

    * Update incremental_basic_statistics.py

    * Update incremental_basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update incremental_linear_model.py

    * Update incremental_covariance.py

    * Update incremental_ridge.py

    * Update incremental_linear.py

    * Update incremental_ridge.py

    * make fixes

    * Update _config.py

    * Update _config.py

    * Update _config.py

    * Update _backend.py

    * Update _dpep_helpers.py

    * Update _dpep_helpers.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update svm.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update __init__.py

    * Update __init__.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update covariance.py

    * Update incremental_covariance.py

    * Update incremental_covariance.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update incremental_basic_statistics.py

    * Update kmeans.py

    * Update pca.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update logistic_regression.py

    * Update incremental_pca.py

    * Update _config.py

    * Update _config.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update validation.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _backend.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update _utils.py

    * Update _device_offload.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

commit c2b5cfeeca9de591799217f05dd11a01143c258d
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed May 14 13:36:24 2025 +0200

    ENH: Enable model conversion from TreeLite (#2452)

    * add conversion from treelite

    * add dependency also for conda

commit 211e1278c64abf00a331c2ad20c87a27d3141bb8
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon May 12 09:04:04 2025 +0200

    revert location of versions.json (#2472)

commit 18bfe50653fb8c272d09b18ea975f80f7394524c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu May 8 15:12:55 2025 -0700

    chore(deps): update dependency snowballstemmer to v3 (#2469)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit cd5615bd534804d6fa286dc6688bd2492585822c
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Wed May 7 23:03:09 2025 -0700

    feature: check dead links in doc CI (#2460)

    * feature: one liner to check dead links

    * fix: check rate limit after build

    * fix: rate error

    * fix: ignore intel.com links

    * fix: remove ignored checks

    * fix: fix broken links

    * fix: fix dead link in ipynb files

    * fix: fix broken links

    * fix: format and add comment

commit 55788926e43f6b0f47ec23beb3dda2eee467fd78
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed May 7 14:29:07 2025 +0200

    use sklearn's config for backticks (#2466)

commit 70000735011b4856a23768327bcaa3dcef2fc354
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu May 1 12:04:22 2025 +0100

    Update dependency setuptools to v80.1.0 (#2458)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 200e27323a71142e6b164c647df512fb8c70f148
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed Apr 30 14:46:25 2025 +0200

    Update dependency setuptools to v80.0.1 (#2457)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 3b8605af5f35c1e53e27cf4a320943bd4aef4b51
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Apr 28 10:38:42 2025 +0100

    Update dependency setuptools to v80 (#2456)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
…
icfaust added a commit to samir-nasibli/scikit-learn-intelex that referenced this pull request Jul 16, 2025
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commit dbdb2761db1b3ab0dd2d57d12a408038608e3ef9
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jul 16 07:12:33 2025 +0200

    [enhancement] simplify array_api enabling tags via wrapper (#2566)

    * Update base.py

    * Update base.py

    * Update _array_api.py

    * Update basic_statistics.py

    * Update base.py

    * Update _array_api.py

    * Update _array_api.py

    * Update _array_api.py

    * Update dbscan.py

    * Update basic_statistics.py

    * Update dbscan.py

    * Update _array_api.py

    * Update _array_api.py

commit 07003acc3d964d047f8a94f07fc684fa37fd95c8
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jul 16 00:34:39 2025 +0200

    [CI] force use of conda-forge as the conda default channel (#2613)

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update conda-recipe-lnx.yml

    * Update build-and-test-lnx.yml

    * Update conda-recipe-win.yml

    * Update build-and-test-win.yml

    * use native conda calls instead

    * Revert "use native conda calls instead"

    This reverts commit 1b96d9834e23d7ea845dfc7ac9df09fcfa4aa091.

    * try to echo conda-forge instead of blank

commit 8274c46a84782a9502322a5d00e36f02359e295b
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 15 13:18:57 2025 +0200

    TEST: Add option and instructions to generate a JSON report of conformance tests and comparison of reports (#2608)

    * add option and instructions for json report of conformance tests

    * add copyright header

    * add note in docs

    * add small util to compare reports

    * add copyright header

    * add instructions about gpu tests and preview mode

    * Update scikit-learn-tests.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * more detailed type hint

    * add link to md file with instructions

    * Update tests/util_compare_json_reports.py

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * put json instructions under its own header

    * reword preview mode

    * more type hints

    * add delimiters for copyright header

    * fix type hints

    * add json report option also on 'run_xpu_tests.py'

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 22b5fd73e039f6d7545148211ce2abc48e107e8e
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 15 13:18:36 2025 +0200

    FIX: Fix double division of logistic model regularization by sum of weights (#2610)

    * fix double division of regularization by nrows

    * rename sklearn estimator with underscore to avoid test conflicts

    * add comment about logic in the test

    * fixes

commit d3bd0760b97f6727511c08e0c4125128161d0d67
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 15 09:04:04 2025 +0200

    FIX: Sort indices of sparse matrices (#2604)

    * sort indices of sparse matrices

    * fix for older scipy

    * missing import

    * fix for older scipy

    * add back deselected tests

    * move indices sorting to 'to_table' function

commit 9e3e4cd10558b61906a4e8a7f1865b033a7256f3
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jul 14 13:02:06 2025 +0200

    MAINT: Standardize copyright headers (#2611)

    * standardize copyright headers

    * align to 80 columns

commit 1470f5a3aa67d96182bfd9d783ba89efc7addc00
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jul 14 08:01:28 2025 +0200

    FIX: Fix incorrect type castings and mismatched operators (#2585)

    * avoid incorrect castings and undefined behavior

    * add comment about move op on pointer

    * avoid move operator

commit 4a6c4ea8b4d219048da96f3063e7871748dd8180
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jul 10 22:35:25 2025 -0700

    chore(deps): update dependency pandas to v2.3.1 (#2597)

    * chore(deps): update dependency pandas to v2.3.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 1933e79f118cca81528f1d0a1e68c64a1851efb4
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jul 10 22:31:03 2025 -0700

    Update dependency pybind11 to v3 (#2605)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit d619da3d64633bf3b61c381b3bb350b965c8d186
Author: Ian Faust <icfaust@gmail.com>
Date:   Thu Jul 10 10:01:41 2025 +0200

    [enhancement] enable array_api return values from ```from_table``` (#2441)

    * startup

    * refactor from_table

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update data_conversion.hpp

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update dbscan.py

    * Update dbscan.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update base.py

    * Update covariance.py

    * Update linear_model.py

    * Update logistic_regression.py

    * Update forest.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * formatting

    * Update __init__.py

    * Update forest.py

    * Update covariance.py

    * Update test_data.py

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update data_conversion.cpp

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update test_data.py

    * Update test_data.py

    * Update test_data.py

    * Update test_data.py

    * formatting

    * clang-formatting

    * Update _data_conversion.py

    * add lazy loading of array_api_compat

    * add to __init__

    * remove import

    * fix for numpy-docs

    * fix capitalization

    * fix sparse support

    * small docs change

    * fix output message

    * Update logistic_regression.py

    * Update _data_conversion.py

    * change to clearer internal functions

    * add copy=False

    * this was not needed

    * missing space

    * remove some sua_iface definitions

    * updates to spmd failures

    * fixed bad logic

    * hopefully addresses some of this shape business

    * attempts at fixing spmd 2

    * fix spmd issues 3

    * changes requested

    * Update _data_conversion.py

commit 1c892680ae67732a745a25142c2ccb2d9f46f5b1
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed Jul 9 09:45:03 2025 +0200

    MAINT: Use latest version of sklearn when building docs (#2603)

    * use latest version of sklearn when building docs

    * remove manual install of sklearn in docs-release CI

commit 13370dca990fe4833c78ce1675f7c597c2ae8225
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed Jul 9 08:58:08 2025 +0200

    FIX: Specify namespace for std types (#2595)

commit fe284c19a1ab4a87d50f1b2f563084985124dc45
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed Jul 9 08:32:08 2025 +0200

    install scikit-learn to build docs (#2592)

commit 3b934d2500313d31696a8d3f16fe480c7c418237
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Tue Jul 8 12:14:07 2025 -0700

    Deselect specific sparse elkan tests (#2580)

    * Deselect specific sparse elkan tests

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    * cover all sparse cases

    * Update deselected_tests.yaml

commit c275f09105fc2d9628aa53bd0cb7c056a6b1072c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue Jul 8 09:57:56 2025 -0700

    chore(deps): update dependency pandas to v2.3.0 (#2508)

    * chore(deps): update dependency pandas to v2.3.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 86feb8f2107aa6f5b9228de9cfecd74481644783
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 8 17:35:02 2025 +0200

    Fix: Find libs in $DALROOT with conda-style paths (#2594)

    * check for conda-style paths

    * fix return conditions

    * Update scripts/version.py

    Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

    ---------

    Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

commit 328471ec29d7cafff08a41773c6f64b768a955d1
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jul 7 17:50:50 2025 -0700

    chore(deps): update dependency pytest to v8.4.1 (#2504)

    * chore(deps): update dependency pytest to v8.4.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 74213cb04ad84d53c938f41153282bbdbc52967f
Author: Ian Faust <icfaust@gmail.com>
Date:   Mon Jul 7 23:58:50 2025 +0200

    [enhancement] add dlpack queue extraction and data conversions (#2569)

    * starting point

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _third_party.py

    * Update _sycl_queue_manager.py

    * Create _dlpack.py

    * Update __init__.py

    * Update _sycl_queue_manager.py

    * Update sycl.cpp

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _dlpack.py

    * Update __init__.py

    * Update _device_offload.py

    * Update _dlpack.py

    * Update sycl.cpp

    * Update _device_offload.py

    * Update _sycl_queue_manager.py

    * clean up

    * Update _sycl_queue_manager.py

    * Update _device_offload.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * fix import around onedal._default_backend

    * fix more bugs

    * Update _sycl_queue_manager.py

    * Update _dlpack.py

    * Update _third_party.py

    * Update _dlpack.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _third_party.py

    * fixes

    * add some testing

    * Update test_sycl.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update test_sycl.py

    * Update test_sycl.py

    * Update test_sycl.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update _dlpack.py

    * Update _device_offload.py

    * Update test_config.py

    * Update test_config.py

    * fixes

    * fix bug

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Apply suggestions from code review

    Co-authored-by: Victoriya Fedotova <viktoria.nn@gmail.com>

    * Update sklearnex/tests/test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update _dlpack.py

    * Update test_config.py

    * Update test_config.py

    ---------

    Co-authored-by: Victoriya Fedotova <viktoria.nn@gmail.com>

commit 0165228cd6423b3546a4d4e6c76ea9d8f21f247e
Author: Ian Faust <icfaust@gmail.com>
Date:   Mon Jul 7 16:14:36 2025 +0200

    [CI] update non-GPU GitHub actions runner sklearn versions (#2582)

    * Update ci.yml

    * Update ci.yml

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

commit cfe5cfd4af4be315fa3d61408ec95578ca5d646f
Author: Ian Faust <icfaust@gmail.com>
Date:   Fri Jul 4 22:15:35 2025 +0200

    [CI] swap uxl self-hosted runners to github hosted (#2586)

commit edf34cf0b22cc7384ada372eb84d9b51e98fc309
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jul 4 15:11:23 2025 +0200

    ENH: Allow compiling with LLD as linker (#2583)

    * add option for lld and instructions

    * typo

    * missing comma

commit e932321845aa6ae517aff437c1d5f999cf336f8a
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jul 3 13:22:26 2025 -0700

    chore(deps): update dependency scikit-learn to v1.7.0 (#2512)

    * chore(deps): update dependency scikit-learn to v1.7.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 490211dc8038734a22f00abfb26f71f1d3442007
Author: Alexander Andreev <alexander.andreev@intel.com>
Date:   Thu Jul 3 10:04:49 2025 +0100

    CI matrix update and Array API fixes required to pass it (#2567)

    * Add sklearn 1.7 to CI matrix

    * Fix for _FuncWrapper

    * Add new Array API test deselections

    * Linting

    * Shift CI matrix

    * Add deselection aliases

    * Upgrade array-api-strict version

    * Add comment for _FuncWrapper

commit a5b4e69d55487ceb799b39abc54cd679fc0ecbdb
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Tue Jul 1 13:36:28 2025 -0700

    Support for sklearn 1.6 conformance testing (#2465)

    * tweaks to logistic_path to match sklearn

    * follow ups

    * sklearn 1.4 gpu conformance fix attempt

    * restore svm changes and move ridge checks to sklearnex

    * update deselected tests file

    * add 4 more deselections

    * apply black formatting

    * xpass/xfail deselections...I give up

    * one more xfail

    ---------

    Co-authored-by: Alexander Andreev <alexander.andreev@intel.com>

commit 63cfefefbb082074f7ea152ad8b267f644e8db5b
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue Jul 1 15:35:31 2025 +0100

    chore(deps): update dependency numpy to v2.3.1 (#2574)

    * chore(deps): update dependency numpy to v2.3.1

    * Update dependencies-dev

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit a271eada205b70fc9e4893fff1d254fb0bf7f7d4
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Tue Jul 1 08:40:28 2025 +0200

    FIX: Fix logic to check for existence of different oneDAL libraries (#2577)

    * fix logic to detect present onedal libs

    * missing import

    * check that path exists

    * pass variable instead of redefining

    * missing arg

    * remove unused import

commit 5c99508f3ef4922c507ffc1af62068650dce4ee3
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 27 09:43:54 2025 +0100

    chore(deps): update pre-commit hook numpy/numpydoc to v1.9.0 (#2575)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 2fdba34c4dc3c7ec5a2a8ed74a88893f19aba4ab
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 27 08:47:18 2025 +0200

    DOC: Better explanations about GPGPU driver installations (#2464)

    * more details about GPGPU drivers

    * advertise iGPU compat more visibly

    * Update doc/sources/oneapi-gpu.rst

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update doc/sources/oneapi-gpu.rst

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * add link to arch wiki and more details

    * reword compute-follows-data idea

    * reword 'gpgpu drivers' -> 'compute runtime'

    * Update doc/sources/oneapi-gpu.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 1f157452129517a0eb7c55a264e93ede4e3f6c4f
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 26 13:08:14 2025 -0700

    chore(deps): update pre-commit hook psf/black to v25 (#2564)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 7585bf84d9acaef054fa1d386b353ddd21a476e3
Author: Alexander Andreev <alexander.andreev@intel.com>
Date:   Thu Jun 26 13:30:15 2025 +0100

    Update ubuntu CI image to 24.04 (#2571)

    * Update ubuntu CI image to 24.04

    * Unpin python version in pre-commit config to use default available in system

commit 022768d23e70010e004eddaf25a5ebd7684a0113
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Thu Jun 26 14:23:29 2025 +0200

    ENH: Add command line option for debug builds (#2572)

    * add argument for debug builds

    * clarify about behavior on windows

commit d56958e5553fcb80dbbe233edb89d158d815aee1
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Thu Jun 26 00:13:42 2025 -0700

    fix: forest dpctl predict queue misalignment (#2507)

    * fix: forest dpctl predict queue misalignment

    * black formatting

    * sycl_queue -> device

commit 66325239f7ff5a6e983c6a46e5256f491a6e6641
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 25 14:14:50 2025 +0200

    [maintenance] lazy load dpnp.tensor/dpnp and prepare for array_api lazy importing (#2509)

    * starting point

    * first cut

    * rename

    * fix various testing imports

    * don't get ahead of my skis

    * attempt to further move things apart

    * remove get_unique_values_with_dpep

    * remove actually

    * Update _array_api.py

    * try to fix

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _sycl_usm.py

    * Update _third_party.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _sycl_usm.py

    * Update _sycl_usm.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _sycl_usm.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _array_api.py

    * Update _array_api.py

    * formatting

    * Update setup.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _third_party.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update __init__.py

    * Update _data_conversion.py

    * Update _device_offload.py

    * Update _third_party.py

    * add requested comments to code

    * add requested comments to code

    * fix codespell hits

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update test_common.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update test_common.py

    * Update _data_conversion.py

    * Update _data_conversion.py

commit c8fb137b678d972bfad6611dfbc9dc5b0b04e00f
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jun 23 15:25:08 2025 +0200

    DOC: Reword description about patching in preview mode (#2491)

    * reword description about patching in preview

    * corrections about patching non-sklearn classes

    * include necessary file

commit 46e8ca34a443ae5aaff596966542143309cf351c
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jun 23 14:28:50 2025 +0200

    MAINT: Don't make inapplicable conditions block oneDAL usage in LogisticRegression (#2513)

    * remove unnecessary conditions

    * update support table

    * Update sklearnex/linear_model/logistic_regression.py

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 96bc915ece645a496712fc6f2a6640171b5edb47
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon Jun 23 08:39:12 2025 +0200

    FIX: Fix table destructor not being called (#2540)

    * fix uncalled destructor

    * Update onedal/datatypes/table.cpp

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 28540d0c597edc19b6e36a7aa228a0a3792174a5
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 20 09:54:35 2025 +0100

    chore(deps): update dependency cython to v3.1.2 (#2518)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 04fb452c5b689a220f1cadb5f8dc00a066327c80
Author: Ian Faust <icfaust@gmail.com>
Date:   Fri Jun 20 09:19:38 2025 +0200

    [CI] Centralize clang-format install to dependencies-dev (#2543)

    * Update dependencies-dev

    * Update build-and-test-lnx.yml

    * Update build-and-test-win.yml

    * Update ci.yml

    * Update dependencies-dev

commit 2159f3e1ca8cdca15eefbef7dfa32bec45c06af2
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 19 19:09:23 2025 +0100

    chore(deps): update dependency urllib3 to v2.5.0 [security] (#2563)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit b7e84b250aa50d0966f34e3c07d284cba1e871a4
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 19 16:26:59 2025 +0200

    chore(deps): update pre-commit hook psf/black to v24.10.0 (#2559)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit ed954c1fb8dfffc4bb3cb9a7873a4bbf916c6d4e
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 22:53:13 2025 +0200

    [CI] fix spelling mistakes in the codebase by adding codespell (#2550)

    * Update .pre-commit-config.yaml

    * Create .codespellrc

    * Update .codespellrc

    * Update daal4py_data_science.ipynb

    * Update .codespellrc

    * Update format.py

    * Update dist_kmeans.h

    * Update map_reduce_tree.h

    * Update transceiver.h

    * Update base.py

    * Update test_n_jobs_support.py

    * Update base.py

    * Update _device_offload.py

    * Update forest.py

    * Update data_conversion.cpp

    * Update _data_conversion.py

    * Update dtype_conversion.cpp

    * Update sycl_usm_utils.cpp

    * Update common.py

    * Update test_common.py

    * Update _device_offload.py

    * Update dbscan.cpp

    * Update gen_daal4py.py

    * address spelling issues

    * last changes

    * Update dbscan.py

    * Update dbscan.py

    * Update decision_forest_classification_default_dense.py

    * Update decision_forest_classification_hist.py

    * Update decision_forest_regression_default_dense.py

    * Update decision_forest_regression_hist.py

commit b203abdfc892afb6adeca66f13700d238d99caec
Author: Victoriya Fedotova <victoriya.s.fedotova@intel.com>
Date:   Wed Jun 18 20:27:44 2025 +0200

    Add grain_size hyperparameter into EmpiricalCovariance and PCA algorithms (#2492)

    * cpu_grain_size hyperparameter was added to EmpiricalCovariance estimator.
    * cpu_grain_size and cpu_macro_block hyperparameters were added to PCA estimator.
    * gen_daal4py.py was modified to report the problem with clang-format installation on the setup stage.

commit 1d3358353904741e238040a800749ea5cf99cbf4
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 19:29:52 2025 +0200

    Update renovate.json to check pre-commit versions (#2558)

commit 95ec3eaa41406509d410382920fdac3ec950e91f
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 12:20:57 2025 +0200

    [CI, enhancement] add pytorch+gpu testing ci (#2494)

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update run_test.sh

    * Update conftest.py

    * Update run_test.sh

    * Update run_test.sh

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update ci.yml

    * Update run_sklearn_tests.sh

    * Update ci.yml

    * Update ci.yml

    * Update validation.py

    * Update validation.py

    * Update validation.py

    * Update validation.py

    * Update _device_offload.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update run_sklearn_tests.sh

    * Update _device_offload.py

    * Update _data_conversion.py

    * Update validation.py

    * Update table.cpp

    * Update _device_offload.py

    * Update _device_offload.py

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    * Update _device_offload.py

    * Update deselected_tests.yaml

    * Update ci.yml

    * Update ci.yml

    * Update deselected_tests.yaml

    * Update ci.yml

    * Update deselected_tests.yaml

    * Update validation.py

    * Update ci.yml

    * Update __init__.py

    * Update _data_conversion.py

    * Update _device_offload.py

    * Update ci.yml

    * Update _device_offload.py

    * Update validation.py

commit e074be576a8d7b7c19f7e78d8d539b541b4a04a1
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed Jun 18 08:01:01 2025 +0200

    [enhancement] set specific failure for host builds with "target_offload" (#2388)

    * Update sycl.cpp

    * Update _sycl_queue_manager.py

    * Update test_config.py

    * Update sycl.cpp

    * Update sycl.cpp

    * Update sycl.cpp

    * Update sycl.cpp

    * Update dal.cpp

    * Update dal.cpp

    * fix logic

    * formatting

    * convert into an object

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update sycl.cpp

    * Update test_config.py

    * Update _device_offload.py

    * Update _sycl_queue_manager.py

    * Update test_config.py

    * Update ci.yml

    * Update ci.yml

    * Update sycl.cpp

    * Update sycl.cpp

    * Update test_config.py

    * Update sycl.cpp

    * Update _sycl_queue_manager.py

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-lnx.yml

    * Update sycl.cpp

    * Update test_config.py

    * Update test_config.py

    * Update test_config.py

    * Update sycl.cpp

    * Update _config.py

commit afd9399fea42ee47b180e6125b60c2f0408168d9
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 17 22:12:11 2025 +0200

    [CI, Enhancement] add external pytest frameworks control (#2489)

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update _dataframes_support.py

    * Update conftest.py

    * Update conftest.py

    * Update conftest.py

    * Update _dataframes_support.py

    * Update run_test.sh

    * Update conftest.py

    * Update run_test.sh

    * Update run_test.sh

commit c2b855920499a8a1f3a22f960aa79a4898fac6ef
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 17 19:36:35 2025 +0200

    [bugfix] fix array type issues in ```pca.inverse_transform``` without ```array_api_dispatch``` enabled  (#2555)

    * Update pca.py

    * Update pca.py

    * Update pca.py

commit d7536f3416a9fd2e186847c3b66add63f3a19b67
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 17 15:05:09 2025 +0200

    [bug] fix policy changes for spmd (#2554)

    * Update dal.cpp

    * Update policy.cpp

commit b742d86a7b8d6fcf1ab14880469e4fc68c07d70b
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Mon Jun 16 02:58:59 2025 -0700

    fix: minor basic stats quality fixes (#2521)

    * fix: minor basic stats quality fixes

    * blacked

    * vary seed by rank instead of size

commit c15f0119899d68cce7c847c805a7f6ba60df3d82
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Mon Jun 16 02:22:21 2025 -0700

    fix: jupyter nightly (#2530)

    * fix: jupyter nightly

    * minor

    * add logging

    * increase timeout

    * remove ridge higgs

    * restore temporary things

    * adding comment

    * drop yolanda as well

commit 08e9881f990f402f6d278e105d1796b9e28fe83e
Author: Ian Faust <icfaust@gmail.com>
Date:   Mon Jun 16 11:21:46 2025 +0200

    [CI] upgrade dpcpp for CondaEnv to 2025.1 (#2514)

commit 2d6fdc2fb97b178806cda969e5e20d16bccd1d8a
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jun 16 10:17:09 2025 +0100

    chore(deps): update dependency cmake to v4.0.3 (#2547)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 9d82eb9fee0b091c5409a7e540ae3f3d5db67b20
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 13 17:23:54 2025 +0100

    chore(deps): update dependency pyzmq to v27 (#2546)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit bf674b43fd6f57aad8a101eb4975134059b41b96
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 12:47:54 2025 +0200

    update tags and docs for skl1.7 (#2544)

commit bfbb2384a6ed9925f78b6edb40333bb6b064e5c2
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 11:30:14 2025 +0200

    DOC: More hints for building with ASAN (#2542)

    * more hints for asan

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Co-authored-by: Ian Faust <icfaust@gmail.com>

commit 2325b08fa790dcfab76e2760ccddd86d972ebd05
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 10:56:45 2025 +0200

    remove dead code (#2539)

commit 86188a0037d16d93657203c87f73031208af687d
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 13 09:56:51 2025 +0200

    FIX: Don't forcibly add `-s` to debug builds (#2537)

    * don't add 's' when adding 'g' or non-release builds

    * merge into next condition

commit e0e1816e5f23ba2c9b67f32c785444fbbd31f3bb
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri Jun 13 07:55:50 2025 +0200

    chore(deps): update doc packages (#2503)

    * chore(deps): update doc packages

    * fix doc req updates

    * oops

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: eglaser <ethan.glaser@intel.com>

commit e969395f62a253402b0ee64cf39296fc3d2b6ad5
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 12 14:30:35 2025 -0700

    chore(deps): update dependency shap to v0.48.0 (#2541)

    * chore(deps): update dependency shap to v0.48.0

    * remove python version requirement

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 0560581347d85e3f6a3bf7570dc18fe92e3c7bf0
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 12 11:55:31 2025 -0700

    chore(deps): update dependency pytest-cov to v6.2.1 (#2538)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 37380836c72243e979b6ef3315e4d539d2f48ef7
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Thu Jun 12 08:56:10 2025 +0200

    link to docs of classes/functions in support table (#2535)

commit f2052fde88f5354d2732432248a90800304bca0d
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu Jun 12 08:22:07 2025 +0200

    chore(deps): update dependency pytest-cov to v6.2.0 (#2536)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 65b956ff5f574a83a8197db3ff7304b03c2e4b4e
Author: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date:   Wed Jun 11 10:34:58 2025 -0700

    Codeowners update (#2519)

    * Update CODEOWNERS with additional tree owners

    * Update CODEOWNERS

commit 7062a1e351beff5635eb18fd8b31dae139c47fd2
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Wed Jun 11 10:06:51 2025 -0700

    update: update algorithm.rst based on current implementation (#2354)

    * update: update aldorithm and preview

    * fix: remove incremental algos and added extra trees and tsne n_compoents description

    * fix: fix basic stats

    * fix: fix basic stats

    * fix: went through all algos

    * fix: address comments

    * fix move incremental imiltaiton under notes

    * fix: add notes in other incremental algos

    * fix: sklearn < 1.5

    * fix: removed versions

    * Update doc/sources/algorithms.rst

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * fix: various chagnes based on comments

    * fix: add verbose note

    * Update doc/sources/algorithms.rst

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * fix: verbose html

    * fix: verbose note

    * fix: address comments

    * fix: increoemtn notes

    * fix: verbose

    * fix: LogisticRegression

    * fix: doc ci

    * fix: fix basic stats format

    * fix: fix basic stats

    * fix: fix basic stats

    * fix: format

    * fix: fix indent

    * fix: format

    * fix: address comments

    * fix: fix logistic regression cpu

    * fix: fix logistic regression cpu

    * fix: fix spmd logistic regression

    ---------

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

commit c549b8673d86c47e6782a7cd533c286f57db0d7c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue Jun 10 11:32:27 2025 -0700

    chore(deps): update dependency requests to v2.32.4 [security] (#2525)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit e8111d2c8dd94e8741a62f1647c08e34effe7e6f
Author: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date:   Tue Jun 10 08:14:50 2025 -0700

    DOC: fix broken support link (#2520)

commit bc0f3ff33c697f8c89970e38adaaa69e9f0eb0d3
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 10 13:01:41 2025 +0200

    Update pca.py (#2506)

commit 925f65fd7fb361fdefbbe9016e1779e8b5a4905b
Author: Ian Faust <icfaust@gmail.com>
Date:   Tue Jun 10 12:44:09 2025 +0200

    [CI, enhancement] enable external oneDAL builds in build-and-test-win.yml Azure Pipelines (#2482)

    * Update bld.bat

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update conda-recipe-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-win.yml

    * Update conda-recipe-win.yml

    * Update build-and-test-win.yml

    * Update build-and-test-lnx.yml

    * Update build-and-test-win.yml

commit 488ba2d964c5e21f37c36ce6b6c64e387faac92e
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jun 9 22:47:10 2025 +0100

    chore(deps): update dependency numpy to v2.3.0 (#2517)

commit 95c73bda48a59c8a2e4cafc12861aa2b0965c5f1
Author: Alexander Andreev <alexander.andreev@intel.com>
Date:   Mon Jun 9 16:42:24 2025 +0100

    Fixes for sklearn 1.7 pre-release support (#2451)

    * Fixes for sklearn 1.7 pre-release support

    * Fix ensemble probabilities interval

    * Change scaling method to `clip`

    ---------

    Co-authored-by: icfaust <icfaust@gmail.com>

commit ce81dc548af664372c2c4ef1e5dc1ee9529e4eb3
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Jun 9 11:24:51 2025 +0100

    chore(deps): update ossf/scorecard-action action to v2.4.2 (#2502)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit edbbad8200eb0554a128130a7146734717a6d82b
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Thu Jun 5 22:55:26 2025 -0700

    Add check warning to build-doc.sh (#2511)

    * fix: add flags and test

    * fix: works

commit 11e3dd20bb4b47ecdbd0af212c17864899b242c7
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri Jun 6 07:50:39 2025 +0200

    fix italics formatting (#2510)

commit be4777e84cd9f488ac7d86436580728bdac4a035
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Thu Jun 5 10:34:28 2025 +0200

    DOC: Add instructions for building with ASAN (#2473)

    * add instructions for building with ASAN

    * remove unneeded variable

    * Update INSTALL.md

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * ENH: Enable model conversion from TreeLite (#2452)

    * add conversion from treelite

    * add dependency also for conda

    * [enhancement, CI] add numpydoc validation to pre-commit (#2455)

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update dispatcher.py

    * Update dispatcher.py

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update incremental_basic_statistics.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update _device_offload.py

    * Update incremental_basic_statistics.py

    * Update incremental_basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update incremental_linear_model.py

    * Update incremental_covariance.py

    * Update incremental_ridge.py

    * Update incremental_linear.py

    * Update incremental_ridge.py

    * make fixes

    * Update _config.py

    * Update _config.py

    * Update _config.py

    * Update _backend.py

    * Update _dpep_helpers.py

    * Update _dpep_helpers.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update svm.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update __init__.py

    * Update __init__.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update covariance.py

    * Update incremental_covariance.py

    * Update incremental_covariance.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update incremental_basic_statistics.py

    * Update kmeans.py

    * Update pca.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update logistic_regression.py

    * Update incremental_pca.py

    * Update _config.py

    * Update _config.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update validation.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _backend.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update _utils.py

    * Update _device_offload.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * [enhancement] add ```__dlpack__``` and ```__dlpack_device__``` attributes to python oneDAL table class (#2430)

    * initial save

    * save point

    * interim stop

    * check:

    * fix most problems

    * save point

    * formatting

    * clang-formatting and save point

    * add testing

    * address coverage for dlpack::free_capsule

    * formatting

    * add gc and static_cast

    * remove comment

    * add suggestion

    * chore(deps): update dependency xgboost to v3.0.1 (#2474)

    * chore(deps): update dependency xgboost to v3.0.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * chore(deps): update dependency cython to v3.1.0 (#2470)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * chore(deps): update dependency cmake to v4.0.2 (#2468)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * DOC: Clarify that SPMD is linux-only (#2476)

    * clarify that SPMD is not available on windows builds

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

    ---------

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

    * DOC: More details for conda installs (#2475)

    * add conda-forge channel for dependencies, mention incompatibilities with anaconda

    * update commands also in .md file

    * suggest impi install from conda-forge

    * remove warning about conda-forge incompatibilities

    * Update INSTALL.md

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * chore(deps): update dependency tornado to v6.5 [security] (#2478)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * Migrate to modern NumPy interface (#2479)

    * Migrate to modern NumPy interface

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

    * Update onedal/utils/validation.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update sklearnex/svm/_common.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * fix: add cstdint include to transceiver for public CI (#2484)

    * chore(deps): update dependency cython to v3.1.1 (#2483)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

    * chore(deps): update dependency numpy to v2.2.6 (#2481)

    * chore(deps): update dependency numpy to v2.2.6

    * Update dependencies-dev

    * Update dependencies-dev

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * chore(deps): update dependency array-api-compat to v1.12.0 (#2477)

    * chore(deps): update dependency array-api-compat to v1.12.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * downgrade setuptools to v79 for develop mode setup (#2480)

    * chore(deps): update dependency xgboost to v3.0.2 (#2490)

    * chore(deps): update dependency xgboost to v3.0.2

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * fix: use upload github action to public site (#2459)

    * fix: use upload github action to public site

    * fix: allow tag trigger with also year.month

    * test: test tag trigger

    * test: test tag trigger

    * .github/workflows/docs-release.yml

    * fix: don't copy gh-pages everytime, only copy parts don't exist

    * fix:move prepare script to doc_release.sh

    * fix:test checkout

    * fix:test upload pages artifact only has v3

    * fix:  fetch gh-apges if we have one

    * fix: use eaceiris/actions-gh-pages@v3 to keep old files when upload new ones

    * fix: use a intermediate unprotected branch for all doc archives

    * fix: fix archive

    * fix: fix archive

    * fix: remove doc from switcher url in conf and archive enture folder

    * fix: remove +x changes in doc relase before archive step

    * fix: move permission and use exact commit id for github actions

    * fix: use env var for _site folder and use doc folders for archive branch

    * fix: delete everything for new doc arvhice branch

    * fix: remove untracked files

    * fix: only add verison folders to git first time doc archive

    * fix: move TEMP_DOC_FOLDER to yml and make sure it is im tmp

    * fix: move env to jobs

    * fix: still need git rm for firs ttime doc archive creation

    * fix: remove doc

    * fix: allow manual trigger

    * fix: workflow dispatch add input requriement

    * fix: don't force input on workflow dispatch

    * test: test older python version doc build warning

    * fix: force doc version input

    * fix: remove unused dependency

    ---------

    Co-authored-by: yuejiaointel <41898282+github-actions[bot]@users.noreply.github.com>

    * ci(workflows): add `OpenSSF Scorecard` GitHub Action (#2499)

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

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Delete tests/test_model_builders.py

    * Revert "Delete tests/test_model_builders.py"

    This reverts commit 453dd88eb186cb18914c0cc1f36e1e0e10355e41.

    * disable catboost and check

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

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

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * [enhancement] unify policy creation in pybind11 (#2390)

    * create get_policy

    * formatting

    * Update policy.cpp

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    * Update INSTALL.md

    Co-authored-by: Ian Faust <icfaust@gmail.com>

    ---------

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
    Co-authored-by: Ian Faust <icfaust@gmail.com>
    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
    Co-authored-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: yuejiaointel <41898282+github-actions[bot]@users.noreply.github.com>
    Co-authored-by: Aleksei Khomenko <aleksei.khomenko@intel.com>

commit ac78a40e5379dbb62c40a503afd75707ed885ecd
Author: Ian Faust <icfaust@gmail.com>
Date:   Thu Jun 5 10:27:04 2025 +0200

    reword comment about dlpack support (#2505)

commit cf2dbcbd8ed10bbbcd6b13116327b43d99c43fad
Author: Ian Faust <icfaust@gmail.com>
Date:   Sat May 31 19:02:56 2025 +0200

    [enhancement] unify policy creation in pybind11 (#2390)

    * create get_policy

    * formatting

    * Update policy.cpp

commit 79af322e314057330b0671e50bcbcee7bc74ea30
Author: Ian Faust <icfaust@gmail.com>
Date:   Sat May 31 15:39:09 2025 +0200

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

    * Update deselected_tests.yaml

    * Update deselected_tests.yaml

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 249417220c024232eac5644ee41e61277e3c681f
Author: Ian Faust <icfaust@gmail.com>
Date:   Sat May 31 12:09:16 2025 +0200

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

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update conda-recipe-lnx.yml

    * Update conda-recipe-win.yml

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Delete tests/test_model_builders.py

    * Revert "Delete tests/test_model_builders.py"

    This reverts commit 453dd88eb186cb18914c0cc1f36e1e0e10355e41.

    * disable catboost and check

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

    * Update test_model_builders.py

commit b1e17957072defc230619416952aed71a3689fb2
Author: Aleksei Khomenko <aleksei.khomenko@intel.com>
Date:   Fri May 30 16:37:52 2025 +0200

    ci(workflows): add `OpenSSF Scorecard` GitHub Action (#2499)

commit 068dde500c15a7c91538a489c22fbabd05197ee9
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Wed May 28 22:10:35 2025 -0700

    fix: use upload github action to public site (#2459)

    * fix: use upload github action to public site

    * fix: allow tag trigger with also year.month

    * test: test tag trigger

    * test: test tag trigger

    * .github/workflows/docs-release.yml

    * fix: don't copy gh-pages everytime, only copy parts don't exist

    * fix:move prepare script to doc_release.sh

    * fix:test checkout

    * fix:test upload pages artifact only has v3

    * fix:  fetch gh-apges if we have one

    * fix: use eaceiris/actions-gh-pages@v3 to keep old files when upload new ones

    * fix: use a intermediate unprotected branch for all doc archives

    * fix: fix archive

    * fix: fix archive

    * fix: remove doc from switcher url in conf and archive enture folder

    * fix: remove +x changes in doc relase before archive step

    * fix: move permission and use exact commit id for github actions

    * fix: use env var for _site folder and use doc folders for archive branch

    * fix: delete everything for new doc arvhice branch

    * fix: remove untracked files

    * fix: only add verison folders to git first time doc archive

    * fix: move TEMP_DOC_FOLDER to yml and make sure it is im tmp

    * fix: move env to jobs

    * fix: still need git rm for firs ttime doc archive creation

    * fix: remove doc

    * fix: allow manual trigger

    * fix: workflow dispatch add input requriement

    * fix: don't force input on workflow dispatch

    * test: test older python version doc build warning

    * fix: force doc version input

    * fix: remove unused dependency

    ---------

    Co-authored-by: yuejiaointel <41898282+github-actions[bot]@users.noreply.github.com>

commit 1274fab27f4abaa4adb5ab4f2d6b343fd5c26d18
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Tue May 27 11:46:18 2025 -0700

    chore(deps): update dependency xgboost to v3.0.2 (#2490)

    * chore(deps): update dependency xgboost to v3.0.2

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 61426c8bdafd06b673c1e05b2aa70c965e780176
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Wed May 21 08:50:04 2025 -0700

    downgrade setuptools to v79 for develop mode setup (#2480)

commit a347fe4cd3fb2e80bb0af771cd1c5b49a50e7563
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 21 07:11:08 2025 -0700

    chore(deps): update dependency array-api-compat to v1.12.0 (#2477)

    * chore(deps): update dependency array-api-compat to v1.12.0

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit f1ffc313bc64fce3f8a1d60574588eb90af73e6c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 21 07:10:27 2025 -0700

    chore(deps): update dependency numpy to v2.2.6 (#2481)

    * chore(deps): update dependency numpy to v2.2.6

    * Update dependencies-dev

    * Update dependencies-dev

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 54da574ff3cf4fcbe18618847db79e45a5dadab1
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 21 07:08:59 2025 -0700

    chore(deps): update dependency cython to v3.1.1 (#2483)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 252297e111ff9d531a9230292ed4ea35e7299690
Author: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
Date:   Wed May 21 07:08:01 2025 -0700

    fix: add cstdint include to transceiver for public CI (#2484)

commit dcad0da8de00d7714286496f9d17adca204f8c4b
Author: Emmanuel Ferdman <emmanuelferdman@gmail.com>
Date:   Wed May 21 13:55:08 2025 +0300

    Migrate to modern NumPy interface (#2479)

    * Migrate to modern NumPy interface

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>

    * Update onedal/utils/validation.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update sklearnex/svm/_common.py

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Signed-off-by: Emmanuel Ferdman <emmanuelferdman@gmail.com>
    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

commit 8e3c8e7b17f40c0dba696ac36e556fee6abe9480
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Fri May 16 12:38:03 2025 -0700

    chore(deps): update dependency tornado to v6.5 [security] (#2478)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 848641a85f0f4d912839d3220a5a54cba70d0dd5
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri May 16 15:50:04 2025 +0200

    DOC: More details for conda installs (#2475)

    * add conda-forge channel for dependencies, mention incompatibilities with anaconda

    * update commands also in .md file

    * suggest impi install from conda-forge

    * remove warning about conda-forge incompatibilities

    * Update INSTALL.md

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

    ---------

    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 823daff5c9764f76b3fae091b1368b9104095be5
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Fri May 16 07:35:52 2025 +0200

    DOC: Clarify that SPMD is linux-only (#2476)

    * clarify that SPMD is not available on windows builds

    * Update doc/sources/distributed-mode.rst

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

    ---------

    Co-authored-by: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>

commit 074fd6035146e741c4a52f549ffb879dc6f458c4
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 14 14:26:43 2025 -0700

    chore(deps): update dependency cmake to v4.0.2 (#2468)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit bcc3b332a8c23d6c83e446d4f3973bf7f54b2e2d
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 14 08:43:37 2025 -0700

    chore(deps): update dependency cython to v3.1.0 (#2470)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 07a91a612893644cef13e561858253c732b2f264
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed May 14 08:41:55 2025 -0700

    chore(deps): update dependency xgboost to v3.0.1 (#2474)

    * chore(deps): update dependency xgboost to v3.0.1

    * Update requirements-test.txt

    ---------

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
    Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>

commit 165c6d324de61a749144c15b6d4eed7610036fe7
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed May 14 17:32:40 2025 +0200

    [enhancement] add ```__dlpack__``` and ```__dlpack_device__``` attributes to python oneDAL table class (#2430)

    * initial save

    * save point

    * interim stop

    * check:

    * fix most problems

    * save point

    * formatting

    * clang-formatting and save point

    * add testing

    * address coverage for dlpack::free_capsule

    * formatting

    * add gc and static_cast

    * remove comment

    * add suggestion

commit 450abf41de3481d7623fa0b67aaec6cc24d0be78
Author: Ian Faust <icfaust@gmail.com>
Date:   Wed May 14 16:49:03 2025 +0200

    [enhancement, CI] add numpydoc validation to pre-commit (#2455)

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update .pre-commit-config.yaml

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update dispatcher.py

    * Update dispatcher.py

    * Update .pre-commit-config.yaml

    * Update pyproject.toml

    * Update pyproject.toml

    * Update incremental_basic_statistics.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update incremental_linear.py

    * Update _device_offload.py

    * Update incremental_basic_statistics.py

    * Update incremental_basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update incremental_linear_model.py

    * Update incremental_covariance.py

    * Update incremental_ridge.py

    * Update incremental_linear.py

    * Update incremental_ridge.py

    * make fixes

    * Update _config.py

    * Update _config.py

    * Update _config.py

    * Update _backend.py

    * Update _dpep_helpers.py

    * Update _dpep_helpers.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update kernel_functions.py

    * Update svm.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update _data_conversion.py

    * Update __init__.py

    * Update __init__.py

    * Update __init__.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update covariance.py

    * Update incremental_covariance.py

    * Update incremental_covariance.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update incremental_linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update linear_model.py

    * Update incremental_basic_statistics.py

    * Update kmeans.py

    * Update pca.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update basic_statistics.py

    * Update incremental_pca.py

    * Update logistic_regression.py

    * Update incremental_pca.py

    * Update _config.py

    * Update _config.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update _device_offload.py

    * Update validation.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _sycl_queue_manager.py

    * Update _backend.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Update _utils.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    * Update _utils.py

    * Update _device_offload.py

    * Apply suggestions from code review

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

    ---------

    Co-authored-by: david-cortes-intel <david.cortes@intel.com>

commit c2b5cfeeca9de591799217f05dd11a01143c258d
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed May 14 13:36:24 2025 +0200

    ENH: Enable model conversion from TreeLite (#2452)

    * add conversion from treelite

    * add dependency also for conda

commit 211e1278c64abf00a331c2ad20c87a27d3141bb8
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Mon May 12 09:04:04 2025 +0200

    revert location of versions.json (#2472)

commit 18bfe50653fb8c272d09b18ea975f80f7394524c
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu May 8 15:12:55 2025 -0700

    chore(deps): update dependency snowballstemmer to v3 (#2469)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit cd5615bd534804d6fa286dc6688bd2492585822c
Author: yuejiaointel <108152493+yuejiaointel@users.noreply.github.com>
Date:   Wed May 7 23:03:09 2025 -0700

    feature: check dead links in doc CI (#2460)

    * feature: one liner to check dead links

    * fix: check rate limit after build

    * fix: rate error

    * fix: ignore intel.com links

    * fix: remove ignored checks

    * fix: fix broken links

    * fix: fix dead link in ipynb files

    * fix: fix broken links

    * fix: format and add comment

commit 55788926e43f6b0f47ec23beb3dda2eee467fd78
Author: david-cortes-intel <david.cortes@intel.com>
Date:   Wed May 7 14:29:07 2025 +0200

    use sklearn's config for backticks (#2466)

commit 70000735011b4856a23768327bcaa3dcef2fc354
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Thu May 1 12:04:22 2025 +0100

    Update dependency setuptools to v80.1.0 (#2458)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 200e27323a71142e6b164c647df512fb8c70f148
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Wed Apr 30 14:46:25 2025 +0200

    Update dependency setuptools to v80.0.1 (#2457)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

commit 3b8605af5f35c1e53e27cf4a320943bd4aef4b51
Author: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Date:   Mon Apr 28 10:38:42 2025 +0100

    Update dependency setuptools to v80 (#2456)

    Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
…
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@icfaust icfaust icfaust approved these changes

@Alexsandruss Alexsandruss Awaiting requested review from Alexsandruss Alexsandruss is a code owner

@yuejiaointel yuejiaointel Awaiting requested review from yuejiaointel yuejiaointel is a code owner

@david-cortes-intel david-cortes-intel Awaiting requested review from david-cortes-intel david-cortes-intel is a code owner

@ahuber21 ahuber21 Awaiting requested review from ahuber21 ahuber21 is a code owner

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testing Tests for sklearnex/daal4py/onedal4py & patching sklearn
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@ethanglaser @icfaust