From 20c7416a76975de1daa9e2c6448c96236dfc9411 Mon Sep 17 00:00:00 2001 From: Max Halford Date: Mon, 27 Jun 2022 15:53:56 +0200 Subject: [PATCH 1/2] add scikit-learn-intelex to related projects --- doc/related_projects.rst | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/doc/related_projects.rst b/doc/related_projects.rst index 0f5532bd52357..994081d427315 100644 --- a/doc/related_projects.rst +++ b/doc/related_projects.rst @@ -131,6 +131,11 @@ enhance the functionality of scikit-learn's estimators. - `treelite `_ Compiles tree-based ensemble models into C code for minimizing prediction latency. + +**Model throughput** + +- `Intel(R) Extension for scikit-learn `_ + Accelerates scikit-learn models for both training and inference. Other estimators and tasks From 7fb5005904567df474b77d4d697b02ffc3f09fde Mon Sep 17 00:00:00 2001 From: Max Halford Date: Mon, 27 Feb 2023 17:54:49 +0100 Subject: [PATCH 2/2] Update doc/related_projects.rst Co-authored-by: Adrin Jalali --- doc/related_projects.rst | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/doc/related_projects.rst b/doc/related_projects.rst index 994081d427315..5ab7b10b172d9 100644 --- a/doc/related_projects.rst +++ b/doc/related_projects.rst @@ -135,7 +135,13 @@ enhance the functionality of scikit-learn's estimators. **Model throughput** - `Intel(R) Extension for scikit-learn `_ - Accelerates scikit-learn models for both training and inference. + 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