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DOC Add scikit-learn-intelex to related projects #23766

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11 changes: 11 additions & 0 deletions doc/related_projects.rst
Original file line number Diff line number Diff line change
Expand Up @@ -140,6 +140,17 @@ enhance the functionality of scikit-learn's estimators.
- `treelite <https://treelite.readthedocs.io>`_
Compiles tree-based ensemble models into C code for minimizing prediction
latency.

**Model throughput**

- `Intel(R) Extension for scikit-learn <https://github.com/intel/scikit-learn-intelex>`_
Mostly on high end Intel(R) hardware, accelerates some scikit-learn models
for both training and inference under certain circumstances. This project is
maintained by Intel(R) and scikit-learn's maintainers are not involved in the
development of this project. Also note that in some cases using the tools and
estimators under ``scikit-learn-intelex`` would give different results than
``scikit-learn`` itself. If you encounter issues while using this project,
make sure you report potential issues in their respective repositories.


Other estimators and tasks
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