oneDAL

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Fix for 'unused variable' DPC++ compiler error

2

# Description Fix for 'unused variable' DPC++ compiler error when assertion (`ONEDAL_ENABLE_ASSERT`) is disabled.

Alexsandruss

# Description The issue is under investigation. Note: please do not merge. TBD

samir-nasibli

Removing sequential library build

1

This PR was validated with https://github.com/oneapi-src/oneDAL/pull/2128

homksei

Support for accelerating NGBoost

1

I have come across speed-ups for XGBoost and LightGBM [here](https://www.intel.com/content/www/us/en/developer/articles/technical/improve-performance-xgboost-lightgbm-inference.html#gs.f2cmrw) and wondered if it similar sppedups could be achieved for NGBoost with LightGBM as a base learner. https://stanfordmlgroup.github.io/projects/ngboost/

Geethen

# Description Update develop branch with two last commits from master

Alexsandruss

# Description Apply clang-format-14 for cpp source files

Alexsandruss

[](https://renovatebot.com) This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [lxml](https://lxml.de/) ([source](https://togithub.com/lxml/lxml), [changelog](https://git.launchpad.net/lxml/plain/CHANGES.txt)) | `==4.6.5` -> `==4.9.1`...

renovate[bot]

Updated DPC++ references in oneDAL documentation.

Arunxsk

MPI GPU interface refactoring

45

# Description Changes proposed in this pull request: - Add virtual get_mpi_offload_support function to base communicator - defaults to false in nearly all cases - Add logic to get_mpi_offload_support function...

ethanglaser

feature: adding distributed dbscan support without allgatherv(memory saving implementation)

34

# Description Dbscan algorithm has been reimplemented with adding memory save clustering method.

Alexandr-Solovev