'#pragma omp simd' is added in place of '#pragma GCC ivdep' compiler hint for GNU in aarch64. This compiler hint boosts DBSCAN, Linear Regression and Ridge Regression by ~10%.

---------

Co-authored-by: Alexander Andreev <[email protected]>
Co-authored-by: Victoriya Fedotova <[email protected]>

* Add correlation distance algorithm

Signed-off-by: North Iii <[email protected]>

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Signed-off-by: North Iii <[email protected]>

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Signed-off-by: richard.north.iii <[email protected]>

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Signed-off-by: North Iii <[email protected]>

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Signed-off-by: richard.north.iii <[email protected]>

* Update CPU/GPU correlation distance algorithms

Signed-off-by: richard.north.iii <[email protected]>

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Signed-off-by: richard.north.iii <[email protected]>

* Update algo/correlation_distance/BUILD

Signed-off-by: richard.north.iii <[email protected]>

* Update cordistance_lp_impl.i

* Update cordistance_up_impl.i

* Update correlation distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format for daal cordistance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* Update cordistance algo

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format for cordistance algo

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format

Signed-off-by: richard.north.iii <[email protected]>

* Update cordistance_dense_default_batch_fpt_cpu.cpp

* Update correlation distance algo

Signed-off-by: richard.north.iii <[email protected]>

* Update examples/oneapi

Signed-off-by: richard.north.iii <[email protected]>

* Update cordistance_full_impl.i

Signed-off-by: richard.north.iii <[email protected]>

* Add docs for correlation_distance

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format for cordistance_full_impl.i

Signed-off-by: richard.north.iii <[email protected]>

* Add API doc for correlation distance

Signed-off-by: richard.north.iii <[email protected]>

* Fix docbuild for correlation distance

Signed-off-by: richard.north.iii <[email protected]>

* Fix docbuild for correlation distance

Signed-off-by: richard.north.iii <[email protected]>

* Add cosine distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* Update BUILD

* Reverted file changes for correlation distance

Signed-off-by: richard.north.iii <[email protected]>

* Clean up correlation distance changes

Signed-off-by: richard.north.iii <[email protected]>

* Update cosine distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* clang-format updates

Signed-off-by: richard.north.iii <[email protected]>

* update clang format

Signed-off-by: richard.north.iii <[email protected]>

* Update examples

Signed-off-by: richard.north.iii <[email protected]>

* Update index.rst

Signed-off-by: richard.north.iii <[email protected]>

* Update doc error

Signed-off-by: richard.north.iii <[email protected]>

* Update cosine distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format error

Signed-off-by: richard.north.iii <[email protected]>

* DOC: Replace oneAPI logo with UXL (#3109)

* replace oneAPI logo with UXL

* correct path

* Rolled back bazel to 7.4.1 (#3115)

* Rolled back bazel to 7.4.1

* Moved back moddule name to Module.bazel.

* Rolled for bazel downgrade.

* Reverted changes in MODULE.bazel.

* Rolled back all of the bazel changes.

* Rolled back changes for bazel 8.0.1

* Changed back the substitution version number.

* Add information about ittnotify to INSTALL.md (#3118)

* Reduce memory requirements of sparse K-means test (#3117)

The test that tests SYCL implementation of sparse K-means on the large number of rows was modified:
- It was switched off on CPUs;
- On all GPUs except Intel(R) Data Center GPU Max series, the number of rows in the testing data set was reduced 100 times to prevent out of memory crashes.

* chore(deps): update dependency editorconfig-checker/editorconfig-checker to v3.2.1 (#3121)

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

* [CI, Enhancement] Refine github actions dpcpp linux make build using AVX512 and debug symbols (#3102)

* first try

* remove false comment

* 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 makefile

* Update makefile

* Update makefile

* [CI, enhancement] track oneTBB using renovatebot (#3077)

* Update renovate.json

* Update tbb.sh

* Update tbb.bat

* Update renovate.json

* Update renovate.json

* DOC: Remove broken instructions for building with conda environments on windows (#3125)

* don't suggest unavailable dos2unix

* remove whole broken instructions for conda+windows

* Update correlation distance unit test

Signed-off-by: North Iii <[email protected]>

* Add clang-format

Signed-off-by: richard.north.iii <[email protected]>

* Update correlation_distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* [CI, enhancement] use -fvisibility=hidden in Linux Make builds (#3080)

* Update build.sh

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update build.sh

* Update test.sh

* Update ci.yml

* Update test.sh

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update makefile

* Update build.sh

* Update ci.yml

* Update makefile

* Update build.sh

* Update makefile

* Update makefile

* Update makefile

* Update INSTALL.md

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* add shell script

* missing whitespace

* spelling mistake

* set file permissions

* remove unwanted changes

* Update abi_check.sh

* Update ci.yml

* add ignore file

* fix CI and shell

* swap back

* close bracket

* spy into variables

* fix if statement

* change spy improve regex

* add suggestions

* Update ci.yml

* Update ci.yml

* Update daal_defines.h

* Update makefile

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update common.hpp

* Update makefile

* Update makefile

* Update makefile

* Update ci.yml

* Update adaboost_predict_dense_default_batch_fpt_cpu.cpp

* Update adaboost_predict_dense_default_batch_fpt_cpu.cpp

* Update adaboost_train_dense_default_batch_fpt_cpu.cpp

* Update adaboost_predict_dense_default_batch_fpt_cpu.cpp

* Update adaboost_train_dense_default_batch_fpt_cpu.cpp

* Update adaboost_train_dense_default_batch_fpt_dispatcher.cpp

* Update compute_types.hpp

* fix issues with partial, still leaves decision_tree nodes

* remove ONEDAL_EXPORT

* return change

* further return

* fix another implicit instantiation

* fix node_info instantiation

* Update adaboost_train_dense_default_batch_fpt_dispatcher.cpp

* Update adaboost_train_dense_default_batch_fpt_dispatcher.cpp

* Update adaboost_train_dense_default_batch_fpt_dispatcher.cpp

* Update adaboost_train_dense_default_batch_fpt_dispatcher.cpp

* fix stump too

* attempt to define some missing things

* move namespaces

* Update algorithm_container_base_batch.h

* Update algorithm_container_base_batch.h

* Update ci.yml

* Update uniform_dense_default_batch_fpt_dispatcher.cpp

* Update normal_dense_default_batch_fpt_dispatcher.cpp

* Update bernoulli_dense_default_batch_fpt_dispatcher.cpp

* Update bernoulli_dense_default_batch_fpt_dispatcher.cpp

* fix engines

* intermediate save

* formatting

* small fix

* next batch

* missing newline

* fix philox

* full covariance fixes

* first attempt at linear

* Update covariance_distributed.h

* attempt to fix windows

* fixes for windows and elastic net

* fix windows issues again

* further windows fixes

* svm + svd

* further windows fixes

* more fixes

* kernel function solution

* fix implicit_als

* linear regression changes

* low_order_moments

* interim save point

* further updates

* Update sgd_dense_default_batch_fpt_dispatcher.cpp

* pca + fixes

* passing first examples

* final work

* attempt to see if this influences missing symbols

* Update coordinate_descent_dense_default_batch_fpt_dispatcher.cpp

* fix DAAL_EXPORT

* clang fixes part 1

* another round of hell

* further fixes for clang

* fixes on fixes

* further fixes for clang

* stopping point

* fix mistakes

* through linear regression

* low order moments

* naivebayes

* DistributedInput will need to be verified throughout the codebase

* passing on clang

* return SVM change

* working oneapi_c examples

* additional fixes for dpc tests

* pass editor check

* remove python3

* last update?

* Update common.hpp

* updates

* Update common.cpp

* Update cpu_info_impl.hpp

* Update infer_parameters.hpp

* Update common.hpp

* Update algorithm_container_base_batch.h

* Update pca_online.h

* conform to daal ABI

* conform to daal ABI

* begin fixing spmd

* fix spmd exports

* make fixes for various compiler warnings

* try to solve more spmd/ccl issues

* try to fix communicator

* Update chunked_array_impl.cpp

* add spmd related fixes (continued

* fix for spmd

* Update ci.yml

* Update ci.yml

* latest fixes

* latest fixes

* futher fies

* further spmd fixes

* fix GNU build

* attempt again

* remove other PR from this one

* remove other PR from this one

* Update common.hpp

* Upgrade to Bazel 8.1.1 (#3120)

* Bazel 8.0.1 changes.

* Fixed file name.

* fixed llvm-ar name.

* updated llvm-ar path.

* Use llvm-ar tool if found.

* Updated to 8.1.1

* Updated format.

* Added lines to license.

* Added comment.

* chore(deps): update actions/upload-artifact action to v4.6.2 (#3132)

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

* chore(deps): update dependency platforms to v0.0.11 (#3133)

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

* chore(deps): update dependency rules_cc to v0.1.1 (#3134)

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

* Update naming and dropping Intel specifics (#3116)

* Fix outlier detection assignment operators (rule of three violation, Coverity) (#3122)

* Update outlierdetection_bacon.cpp

* Update outlierdetection_multivariate.cpp

* Update outlier_detection_univariate.cpp

* Update outlier_detection_bacon_types.h

* Update outlier_detection_multivariate_types.h

* Update outlier_detection_univariate_types.h

* Update outlier_detection_univariate.cpp

* Update outlierdetection_multivariate.cpp

* Regression algorithm Coverity fixes (rule-of-three violation) (#3127)

* Update regression_training_types.h

* Update regression_predict_types.h

* Update regression_training_input.cpp

* Update regression_prediction_batch.cpp

* chore(deps): update dependency uxlfoundation/onetbb to v2022 (#3130)

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

* feature(rf optimizations): enabling oneDPL and sort primitive refactoring (#3046)

* [bug] fix intermittent failures in LinuxMakeDPCPP(AVX512) github action (#3135)

* Update makefile.ver

* Update makefile.ver

* Update makefile.ver

* Update makefile.ver

* Update makefile.ver

* Update makefile

* Update makefile.ver

* Update makefile.ver

* Update makefile.ver

* Update makefile.ver

* Update makefile (#3136)

* [CI, enhancement] enforce ABI checking of linux DPCPP build (#3112)

* first try

* remove false comment

* 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

* renew

* change permissions

* Update abi_check.sh

* Update makefile

* Update abi_check.sh

* Update ci.yml

* Update .abignore

* Update ci.yml

* Update ci.yml

* Update ci.yml

* Update .ci/scripts/abi_check.sh

Co-authored-by: Alexander Andreev <[email protected]>

---------

Co-authored-by: Alexander Andreev <[email protected]>

* remove redundant path (managed by conda) (#3137)

* Update abi_check.sh (#3140)

* Update CPU/GPU correlation distance algorithms

Signed-off-by: richard.north.iii <[email protected]>

* Fix rule of three violations in Linear Regression (#3143)

Fix rule of three violation in DAAL Linear Regression algorithm and related classes by adding (or marking =delete) the missing copy constructors, copy assignment operators and destructors.

* Updated globs for bazel 8.0.0 (#3045)


* Removed the noincompatible_disallow_empty_glob flag.

* Updated globs.

* Allow empty of ccl library.

* Removed the empty test.

* chore(deps): update dependency uxlfoundation/onetbb to v2022.1.0 (#3145)

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

* [CI, enhancement] set compute runtime GPU settings to improve GPU runner stability (#3146)

* Update ci.yml

* Update ci.yml

* [docs] add missing documentation of gcov support from #3010 (#3147)

* Update makefile

* Update makefile

* Update INSTALL.md

* Update INSTALL.md

* Update INSTALL.md

* Update INSTALL.md

* Update makefile

* Update INSTALL.md

* [fix] add copy assignment operator to quantiles (coverity fix) (#3144)

* Update quantiles_types.h

* Update quantiles.cpp

* [Enhancement] Add float datatype support to rocAucScore (#3074)

* Update roc_auc_score.cpp

* Update roc_auc_score.cpp

* Update roc_auc_score.cpp

* Update roc_auc_score.cpp

* Update roc_auc_score.h

* Update roc_auc_score.cpp

* Update roc_auc_score.cpp

* clang-formatting and comment

* Squashed commit of the following:

commit 35e0b62
Author: Faust, Ian <[email protected]>
Date:   Mon Mar 10 14:56:52 2025 +0100

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commit 1c9299c
Author: Ian Faust <[email protected]>
Date:   Mon Mar 10 07:24:21 2025 +0100

    Update ci.yml

commit c6a7b4a
Author: Ian Faust <[email protected]>
Date:   Mon Mar 10 06:44:43 2025 +0100

    Update ci.yml

commit 18dac73
Author: Ian Faust <[email protected]>
Date:   Thu Mar 6 01:28:24 2025 +0100

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commit d84c663
Author: Ian Faust <[email protected]>
Date:   Thu Mar 6 00:53:40 2025 +0100

    Update ci.yml

commit 91a523d
Author: Ian Faust <[email protected]>
Date:   Thu Mar 6 00:05:02 2025 +0100

    Update ci.yml

commit a1048df
Author: Ian Faust <[email protected]>
Date:   Wed Mar 5 23:54:30 2025 +0100

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commit b6a84b8
Author: Ian Faust <[email protected]>
Date:   Wed Mar 5 23:18:26 2025 +0100

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Author: Ian Faust <[email protected]>
Date:   Wed Mar 5 22:18:02 2025 +0100

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commit 272fdfe
Author: Ian Faust <[email protected]>
Date:   Wed Mar 5 19:15:04 2025 +0100

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commit 05ee213
Author: Ian Faust <[email protected]>
Date:   Wed Mar 5 18:35:28 2025 +0100

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commit fd8bf73
Author: Faust, Ian <[email protected]>
Date:   Wed Mar 5 18:17:24 2025 +0100

    remove false comment

commit 71c19df
Author: Faust, Ian <[email protected]>
Date:   Wed Mar 5 18:10:59 2025 +0100

    first try

* chmod

* Update abi_check.sh

* Update makefile

* Update roc_auc_score.cpp

* Update roc_auc_score.h

* Update roc_auc_score.h

* Update roc_auc_score.cpp

* add ABI fix

* Update abi_check.sh

* [CI] Update openBLAS to v0.3.29 (#3076)

* Update openblas.sh

* Update renovate.json

* Remove a blank line in modules (#3150)

* [enhancement] Add ability to integrate sanitizers in oneDAL Make builds (#3148)

* add first attempt

* add second attempt

* add lopts

* add INSTALL.md change

* Update makefile

* Update INSTALL.md

* Update makefile

* Update makefile

* Update makefile

* Update INSTALL.md

* Update makefile

* change how its used to open up all sanitizers

* change wording

* change docs again

* additional documenation

* additional documenation

* another english change

* add -fno-omit-frame-pointer

* Update INSTALL.md

Co-authored-by: david-cortes-intel <[email protected]>

* Update makefile

Co-authored-by: david-cortes-intel <[email protected]>

---------

Co-authored-by: david-cortes-intel <[email protected]>

* [bugfix] make makefile.ver work with POSIX shells (#3149)

* Update makefile.ver

* Update makefile.ver

* Update CMake version in examples to 3.5 (#3156)

* Remove dispatching to SSE2 code path on non-intel x86 CPUs (#3154)

* Remove dispatching to sse2 code path on non-intel x86 CPUs

* Update minimal cmake version in daal examples to 3.5

* Update minimal cmake version in onedal examples to 3.5

* Fix decision tree coverity hits (#3124)

* Update node_info_impl.hpp

* Update common.hpp

* Fixing new Coverity hits on KNN (#3152)

* minor fix

* minor fix

* FIX: Fix potential non-definitiness of BFGS approximation (#3158)

* fix potential non-definitiness on BFGS approximation

* correct in more places

* DOC: Remove suggestion to use to daal4py in readme (v2) (#3162)

* DOC: Remove reference to daal4py

* remove link to daal4py examples

* add instructions for DPL on conda (#3163)

* [CI] Update Windows BaseKit, Windows OpenCL Runtime installs to 2025.1 (#3164)

* [bugfix] make shared-libasan default option for ```REQSAN=address``` (#3160)

* Update makefile

* fix on local testing

* ci: add initial AArch64 CI (#3100)

* ci: add initial AArch64 CI

- Builds openBLAS and tbb.
- Builds oneDAL.
- Builds examples with static and dynamic linkage.
- Executes on GitHub-Hosted Arm runners.
- Executes on Arm-Hosted GitHub runners.

Signed-off-by: Hamza Butt <[email protected]>

* Updates to conform to other CI infrastructure

* place oneDAL in the main workspace directory

* Update ci-aarch64.yml

* revert change

* Update apt.sh

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* Update apt.sh

* Update apt.sh

* Update ci-aarch64.yml

* attempt to simplify and restor to OpenBLAS build

* fix mistake in label

* remove ninja

* attempt to fix issues

* force timeout on examples due to enable_thread_pinning

* try with tbb

* try again

* abuse the runner to get possible tbb versions

* try again

* get keys

* check intel-tbb

* remove checks for tbb

---------

Signed-off-by: Hamza Butt <[email protected]>
Co-authored-by: Ian Faust <[email protected]>

* chore(deps): update dependency windows to v2025 (#3165)

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

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

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

* DOC: Fix broken link to logreg builder (#3168)

* fix broken link

* fix formatting

* Updated OpenCL dependencies for MKL  (#3157)

* chore(dev): multiple versions of OpenCL lib for bazel

* Work around for opencl issues.

---------

Co-authored-by: homksei <[email protected]>

* chore(deps): update dependency bazel to v8.2.0 (#3172)

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

* Update third-party-program files (#3171)

* fix: remove dead code (#3174)

* fix: static cast uniqueDepth to int to avoid ull underflow (#3173)

* fix: static cast uniqueDepth to int to avoid ull underflow

* cast uniqueDepth to int and check overflow

* extend to uniqueDepthPartialWeights

* fixup

* chore(deps): update dependency packaging to v25 (#3179)

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

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

* Use aligned loads and stores where possible in DAAL memory management (#3159)

* Revert "fix: static cast uniqueDepth to int to avoid ull underflow (#3173)" (#3181)

This reverts commit c17ea8b.

* update version to 2025.6.0 (#3177)

* [CI] swap uxl self-hosted runners to github hosted (#3176)

* 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

* replace cpath (#3183)

* fix(docs): Install dependencies fails over debian-installed packages (#3186)

* empty commit to trigger doc build

* set -euo pipefail

* modification in docs to trigger CI

* use venv

* apt-get update first

* revert change to docs/Makefile, only used to trigger docbuild

* feature: onedal verbose profiler (#3155)

* Revert "[CI] swap uxl self-hosted runners to github hosted (#3176)" (#3188)

This reverts commit dace9fb.

* cplus_include_path lnx hotfix (#3189)

* remove non-applicable footer, update copyright, fix ignored options (#3184)

* Update cordistance_full_impl.i with clang-format

Signed-off-by: richard.north.iii <[email protected]>

* Update algo/correlation_distance/BUILD

Signed-off-by: richard.north.iii <[email protected]>

* Use parallel reduce threading primitive in covariance algorithm (#3126)

Ads new daal::Reducer interface class that defines the API that have to be implemented in the algorithms to allow the use of reduction primitives based on tbb::parallel_reduce and tbb::parallel_deterministic_reduce.

Two new threading primitives were added:

threader_reduce implements parallel reduction using dynamic work balancing,
static_threader_reduce implements parallel reduction using static work balancing and deterministic reduction.
Dense covariance algorithm in oneDAL was modified to use new static_threader_reduce primitive instead of static_threader_for + single thread reduction as it was done previously.

tls_data_t structure previously used as a thread local storage for partial results in Covariance algorithm was replaced with CovarianceReduser class which implements the interface of new daal::Reducer to perform parallel reduction.

* Fix for copy_without_assign Coverity hits.  (#3119)

* Fixed the Copy without assign (COPY_WITHOUT_ASSIGN) coverity hit.

* chore(deps): update slackapi/slack-github-action action to v2.1.0 (#3193)

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

* chore(deps): update dependency editorconfig-checker/editorconfig-checker to v3.3.0 (#3194)

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

* chore(deps): update actions/setup-python action (#3113)

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

* chore(deps): update dependency snowballstemmer to v3 (#3198)

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

* suggest CPLUS_INCLUDE_PATH instead of CPATH (#3206)

* DOC: Correct installation instructions (#3205)

* update installation instructions

* Update docs/source/get-started/prerequisites.rst

Co-authored-by: Victoriya Fedotova <[email protected]>

* Update docs/source/installation.rst

Co-authored-by: Victoriya Fedotova <[email protected]>

* Update docs/source/installation.rst

Co-authored-by: Victoriya Fedotova <[email protected]>

* Update docs/source/installation.rst

Co-authored-by: Victoriya Fedotova <[email protected]>

* use substitutions for library name

---------

Co-authored-by: Victoriya Fedotova <[email protected]>

* fix misrendered substitution (#3208)

* Fix issues with Logistic Regression and Newton-CG (#3196)

* Add debug outputs

* Add debug outputs

* Fix issues in logloss functior, backtracking algorithm, add tests, remove debug outputs

* Clang-format

* Minor

* Update tolerance, lighten the condition for early-stop in line-search

* Improve thread safety in dynamic symbols loading on Windows (#3195)

Locally declared static variables are used to get rid of unnecessary checks which might be leading to data races previously.

* enh: replace unix2dos with sed (#3210)

* [enhancement] Compiler hints for arm (#3141)

'#pragma omp simd' is added in place of '#pragma GCC ivdep' compiler hint for GNU in aarch64. This compiler hint boosts DBSCAN, Linear Regression and Ridge Regression by ~10%.

---------

Co-authored-by: Alexander Andreev <[email protected]>
Co-authored-by: Victoriya Fedotova <[email protected]>

* DOC: Add instructions for executing examples with ASAN (#3207)

* add instructions for executing examples with ASAN

* Update INSTALL.md

* Add grain_size hyperparameter into Covariance and PCA algorithms (#3197)

Following changes were made:
- API for setting and getting the grain_size efficiency parameter was added into batch Covariance algorithm
- API for setting and getting macro_block and grain_size efficiency parameters was added into PCA algorithm with cov method

* [CI, enhancement] Switch an arm github actions runner to clang build (#3213)

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* Update ci-aarch64.yml

* fix: use github action instead of gh-pages (#3212)

* fix: use github action instead of gh-pages

* fix: fix permissions

* fix: move permissin and use eaxt commit id for git actions

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* use white logo in dark mode (#3214)

* Update cordistance_lp_impl.i

* Update cordistance_up_impl.i

* Update correlation distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* enh: adding mkl_core deps (#3209)

* update version to 2025.7.0 (#3218)

* fix: coverity fixes for table and backend functions (#3190)

* Fix hyperparameterIdCount in Covariance (#3221)

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Signed-off-by: richard.north.iii <[email protected]>

* fix: nightly win issue with profiler(main) (#3222)

* Update cordistance algo

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format for cordistance algo

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format

Signed-off-by: richard.north.iii <[email protected]>

* Update cordistance_dense_default_batch_fpt_cpu.cpp

* Don't need DisableScratchPages with newer version of gpu driver. (#3185)

* chore(deps): update lukka/get-cmake action to v4.0.2 (#3215)

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* Downgrade nightly build to support 22.04 sklearnex testing (#3052)

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* Update nightly-build.yml

* [CI] Update apt Linux MKL and DPCPP 2025.1, TBB 2022.1 (#3225)

* Update apt.sh

* Update apt.sh

* Update .abignore

* Update correlation distance algo

Signed-off-by: richard.north.iii <[email protected]>

* Update examples/oneapi

Signed-off-by: richard.north.iii <[email protected]>

* DOC: Mention oneAPI examples in the build instructions (#3231)

* mention oneAPI examples in addition to DAAL

* mention DPC examples too

* clarify that examples run on sycl devices

* Fix: xcsrmv computation wrong arguments (#3236)

* print correct version of linter being used (#3233)

* Update cordistance_full_impl.i

Signed-off-by: richard.north.iii <[email protected]>

* Add docs for correlation_distance

Signed-off-by: richard.north.iii <[email protected]>

* Update clang-format for cordistance_full_impl.i

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* Add API doc for correlation distance

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* Fix docbuild for correlation distance

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* Fix docbuild for correlation distance

Signed-off-by: richard.north.iii <[email protected]>

* Add cosine distance algorithm

Signed-off-by: richard.north.iii <[email protected]>

* Update BUILD

* Reverted file changes for correlation distance

Signed-off-by: richard.north.iii <[email protected]>

* Clean up correlation distance changes

Signed-off-by: richard.north.iii <[email protected]>

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Signed-off-by: richard.north.iii <[email protected]>

* clang-format updates

Signed-off-by: richard.north.iii <[email protected]>

* DOC: Better description of what oneDAL does (#3245)

* better description

* Update README.md

Co-authored-by: Victoriya Fedotova <[email protected]>

* Update README.md

Co-authored-by: Victoriya Fedotova <[email protected]>

---------

Co-authored-by: Victoriya Fedotova <[email protected]>

* update links (#3244)

* Fix architecture typos (#3249)

* [CI] prevent some CI jobs from running on forks by default (#3247)

* Update ci-aarch64.yml

* Update docker-validation-ci.yml

* Updated version of CODEOWNERS (#3250)

* First iteration of codeowners

* Update .github/CODEOWNERS

Co-authored-by: ethanglaser <[email protected]>

* Update .github/CODEOWNERS

Co-authored-by: Anatoly Volkov <[email protected]>

---------

Co-authored-by: ethanglaser <[email protected]>
Co-authored-by: Anatoly Volkov <[email protected]>

* chore(deps): update ubuntu:24.04 docker digest to b59d215 (#3239)

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

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* [CI] remove arm cross compile azure pipelines runners (#3241)

* remove arm cross compile azp runners

* Delete .ci/env/arm-clang-crosscompile-toolchain.cmake

* Delete .ci/env/arm-gnu-crosscompile-toolchain.cmake

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* remove note about MKL FKP (#3252)

* [CI, enhancement] add windows sklearnex azure pipelines template (#3216)

* 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

* ci: add `cve-bin-tool` scan to nightly build (#3204)

* ci: add `cve-bin-tool` scan to nightly build

* Update .github/workflows/nightly-build.yml

Co-authored-by: Copilot <[email protected]>

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Co-authored-by: Nikolay Petrov <[email protected]>
Co-authored-by: Copilot <[email protected]>

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

* reset pointer (#3257)

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Signed-off-by: richard.north.iii <[email protected]>

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* chore(deps): update dependency urllib3 to v2.5.0 [security] (#3265)

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* [bugfix] separate stability issues of ```intel/cve-bin-tool-action``` from nightly-build (#3267)

* Create nightly-test.yml

* Update nightly-test.yml

* Update nightly-build.yml

* Update nightly-test.yml

* Update nightly-test.yml

* Update nightly-test.yml

* Update nightly-build.yml

* Fix Coverity hits in headers (#3192)

Following changes were made to fix Coverity hits:

- daal::services::internal::Buffer and related APIs were deprecated, as it was only useful in DAAL SYCL APIs that were removed in version 2025.0;
- Rule of 3 was fixed in daal::services::Atomic, daal::services::ErrorCollection and daal::services::HostAppIface;
- Potential self assignment issue was fixed in SharedPtr.

* chore(deps): update doc packages (#3240)

* chore(deps): update doc packages

* try downgrading sphinx-book-theme

* revise sphinx_prompt in extensions

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

* ENH: Non-batched route for high-dimensional covariance (#3230)

* MAINT: Reuse common routines in covariance (#3227)

* reuse common routines

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* fix sizes for memcpy, restore aligned pragmas

* fix

* revert missing change

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

* CI jobs for OpenRNG-OpenBLAS-Arm build (#2972)

* Added ci jobs for openrng openblas arm build

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* Fixed static link build with openrng backend
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* revert: externals/service_openrng.h

Changes made to service_openrng.h by commit ed04659
breaks the build because the header service_stat_rng_ref.h
is not included and the macros present in this file are not
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* CI: moved openrng jobs to github workflows

Signed-off-by: Dhanus M Lal <[email protected]>

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* typo: changed job name; added comments

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Signed-off-by: Dhanus M Lal <[email protected]>

* documentation: address review comments

Signed-off-by: Dhanus M Lal <[email protected]>

---------

Signed-off-by: Dhanus M Lal <[email protected]>
Co-authored-by: Nikolay Petrov <[email protected]>

* [bug] fix shared library AddressSanitizer integration for the gnu compiler (#3256)

* Update icx.mkl.32e.mk

* Update vc.mkl.32e.mk

* Update gnu.mk

* Update dpcpp.mk

* Update clang.mk

* Update makefile

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* adding local_trees mode in RF (#3139)

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

* Add correlation distance algorithm (#3131)

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Co-authored-by: Victoriya Fedotova <[email protected]>

* Update doc error

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* Update clang-format error

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* add instructions for clang (#3279)

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

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

* Update bazel dependency handling for Catch2 and fmt (#3280)

* FIX: Initialize pointer to null in topology struct (#3281)

* set init pointer to null

* disambiguate references to global object and instantiated object

* Update ci.yml (#3284)

* update version to 2025.8.0 (#3282)

* remove bazel http_archive rule (#3286)

* [ENH] Read Support for CSR tables in oneapi (#3270)

* Added SVE intrinsics for postGemmPart function (#3271)

* Added SVE intrinsics for postGemm function

* Removed SVE implementation of float exponential due to accuracy issues

* Format code using clang-format

---------

Co-authored-by: shubham.chaudhari <[email protected]>

* Update index.rst

---------

Signed-off-by: North Iii <[email protected]>
Signed-off-by: richard.north.iii <[email protected]>
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