scikit-learn-intelex

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[enhancement] enforce use of sklearn's ```check_is_fitted``` before checking oneDAL support

1

## Description As a follow-up suggestion from #2109 , lets be consistent on where we call check_is_fitted. This is stricter than sklearn's ```check_estimators_unfitted``` as it applies to anything that uses...

icfaust

[fix] correct logic k-NN algos ```kneighbors()``` call when ```algorithm='brute'``` and fit with GPU

6

### Description Calling k-NN algorithms ```kneighbors()``` after fitting with GPU and algorithm = 'brute' will assume that it was fit using daal4py, and will fail in yielding kneighbors. This adds...

icfaust

Basic statistics allow computation on sparse data and add test

1

## Description _Add a comprehensive description of proposed changes_ _List associated issue number(s) if exist(s): #6 (for example)_ _Documentation PR (if needed): #1340 (for example)_ _Benchmarks PR (if needed): https://github.com/IntelPython/scikit-learn_bench/pull/155...

md-shafiul-alam

TEST: using XFAIL instead of SKIP where it is required

3

## Description [in progress] Tests will be checked. Assuming that skip needed to be used for env or sigsevs --- Checklist to comply with **before moving PR from draft**: **PR...

samir-nasibli

[On hold] TEST: Produce JSON logs of executed examples

2

## Description This PR adds an additional log file from the script `run_examples.py` that outputs the results from all example executions in JSON format, including details such as time they...

david-cortes-intel

Alexsandruss

Thanks for your library. ONNX supports scikitlearn, lightgbm and xgboost models through `sklearn-onnx` converter. Inference speed benchmarks would be interesting and valuable. Any plans for that?

ogencoglu

chore(deps): update dependency array-api-strict to v2.4

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This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [array-api-strict](https://redirect.github.com/data-apis/array-api-strict) | `==2.3.1` -> `==2.4` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/)...

renovate[bot]

[CI] have renovatebot check pre-commit hook versions

1

## Description pre-commit checking is a non-default option that can be enabled (https://docs.renovatebot.com/modules/manager/pre-commit/) . When clang-format versions for 'dependencies-dev' get added in #2543 we will have to check its version...

icfaust

[CI] fix spelling mistakes in the codebase by adding codespell

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## Description Root out all the misspellings in the codebase by using ```codespell``` (https://github.com/codespell-project/codespell) a tool currently also in use in oneTBB. This can be simply added as a pre-commit...

icfaust