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Pull the changes from main #10
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* overwrite * attempt2 * Update ci.yml * Update ci.yml * simplify and unify * remove old code * switch for verification * Update ci.yml * Update ci.yml * update test * Update .codecov.yml * Update codecov.yml * Update codecov-lnx.yml * Update codecov-win.yml * Update codecov-win.yml * Update codecov-win.yml * Update codecov-lnx.yml * Update codecov-lnx.yml * Update codecov-lnx.yml
…de coverage for the ```onedal``` folder in codecov (#2249) * Update ci.yml * Update ci.yml * Update ci.yml * Update ci.yml * Update ci.yml * force use of coverage to start * try again * attempt again * add -Xarch_host * further checking * make verbose * attempts at integration * add echos for testing * move installation * ignore error induced by numpy switch * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update ci.yml * Update ci.yml * Update ci.yml * Update generate_coverage_reports.sh * Update ci.yml * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update ci.yml * Update run_test.bat * Update run_test.sh * Update ci.yml * Update ci.yml * Update generate_coverage_reports.sh * Update ci.yml * Update ci.yml * Update generate_coverage_reports.sh * Update ci.yml * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update run_sklearn_tests.py * Update generate_coverage_reports.sh * Update ci.yml * Update generate_coverage_reports.sh * Update build_backend.py * Update CMakeLists.txt * Update generate_coverage_reports.sh * Update CMakeLists.txt * Update ci.yml * Update generate_coverage_reports.sh * Update ci.yml * Update CMakeLists.txt * Update ci.yml * Update ci.yml * Update ci.yml * Update generate_coverage_reports.sh * Update generate_coverage_reports.sh * Update CMakeLists.txt * Update CMakeLists.txt * Update CMakeLists.txt * Update CMakeLists.txt * Update CMakeLists.txt * Update build_backend.py * Update CMakeLists.txt * Update ci.yml * Update generate_coverage_reports.sh * Update build_backend.py * Update CMakeLists.txt * Update ci.yml * Update CMakeLists.txt * Update CMakeLists.txt * switch azure to lcov * Update .github/scripts/generate_coverage_reports.sh Co-authored-by: david-cortes-intel <david.cortes@intel.com> --------- Co-authored-by: david-cortes-intel <david.cortes@intel.com>
* clarify requirement on oneDAL version * missing comma
* feature: new tests added for tsne to expand test coverage * test: additional test for gpu and golden data embedding test for tsne * fix: fix format by running black and isort test_tsne.py * fix: const test check shape instead of str output * fix: test removing raise error test * fix: fix test based on comments * fix: parametize basic test, use rng for ramdom datasets for independent results, merge previous deleted gpu test to complex test * fix: additional tests for complex and sparse data, use pytest param for parametrization names, removed extra tests * fix: fix the logic to ensure tsne can keep close point close in embedding space * fix: logic test amke group a and b more different * fix: print and more differetn for input on group a and group b for logical test * fix: add check to check for dpctl array check and convert it to numpy array * fix: format fix for tsne tests * fix: use _as_numpy to convert to numpy obj * fix: fix tsne format * test: investigate on ci why gpu test is not getting correct result for logical test * test-ci: don't comment other tests * fici-testsee changes with smaller preplexity * fix: remove print * fix: fix based on comments * fix: const data can result embedding to 0 or not, removed the test * fix: removed extra comments and added new test for constant data * fix: add gpu parametrizaiton to constant test * new test: exact value test, move import inside funtion * fix: exact value change from random to pca initaozliation for more stable res * fix: removed exact value test --------- Co-authored-by: yue.jiao <yuejiao@smtp.intel.com>
…AGS```, remove daal4py extension build parallelization (#2240) * Update build_backend.py * Update build_backend.py * formatting * fix memfree * Update build_backend.py * Update build_backend.py * Update build_backend.py * Update build_backend.py * formatting * see where CI fails * Update build_backend.py * Update setup.py * Update setup.py * Update INSTALL.md * Update INSTALL.md * Update setup.py * Update setup.py * Update setup.py * Update setup.py * switch to NTHREADS * forgot to add n_threads * fix mistake * fix mistake2 * remove import * Update setup.py * Update setup.py * Update setup.py * Update setup.py * monkeypatch a solution: * add fix * clean it up * remove all build_ext special classes * cleanup * last changes to conform with setuptools * make better INSTALL.md comment * update * Update setup.py * Update setup.py * Update setup.py * lots of logic * Update setup.py * remove NTHREADS entirely * bad merge * formatting * fix logic * fixed logic for cythonize * switch None to " * Update setup.py * Update setup.py * Attempt to single thread windows build * Update bld.bat * fix windows issues, test again * fix again * greatly reduce code based on misunderstanding env variable scopes * simplify * forgotten save * formatting * fix mistake in reversion of regex * fix if cpu_count is None * switch back to inverse because of nullstring on -1 index * remove build_ext to use default setuptools's build_ext
…py``` tracer patching (#2237) * attempt 1 at fixing the issue * probe error' * fix basic mistake * sneaky skips * Update test_common.py * another mistake * Revert "another mistake" This reverts commit 5c602da. * switch to fixture * fix and optimize * attempt with multiprocessing * fix errors * add comments * add missing text * Update test_common.py * Apply suggestions from code review Co-authored-by: Andreas Huber <9201869+ahuber21@users.noreply.github.com> * Update sklearnex/tests/test_common.py Co-authored-by: Andreas Huber <9201869+ahuber21@users.noreply.github.com> * Update test_common.py * switch based on recommendation * Update test_common.py * revert to test * Introduce infrastructure to run on main process * 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 --------- Co-authored-by: Andreas Huber <9201869+ahuber21@users.noreply.github.com>
* Add serialization for incremental linear models * clang-formatting * fix english issues * formatting * swap out ptr --------- Co-authored-by: icfaust <icfaust@gmail.com>
* Update dependency numpy to v2.2.2 * Update dependencies-dev --------- Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com> Co-authored-by: Alexander Andreev <alexander.andreev@intel.com>
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