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GitHub / IntelPython/scikit-learn_bench issues and pull requests

#185 - Update benchmarking scopes

Pull Request - State: open - Opened by Alexsandruss 3 months ago
Labels: extend

#184 - New perf. metrics, stability and other improvements

Pull Request - State: open - Opened by Alexsandruss 3 months ago
Labels: enhancement, docs

#183 - Move CI config from repo root

Pull Request - State: open - Opened by Alexsandruss 3 months ago - 9 comments
Labels: enhancement

#182 - Update example commands in README

Pull Request - State: open - Opened by Alexsandruss 3 months ago
Labels: docs

#178 - fix large scale CI

Pull Request - State: closed - Opened by ethanglaser 4 months ago - 1 comment

#177 - Fix comparison for `indifferent` metric type in report

Pull Request - State: closed - Opened by Alexsandruss 4 months ago
Labels: bug

#176 - initial alignment of configs to final results

Pull Request - State: closed - Opened by ethanglaser 4 months ago

#175 - [do not merge] Large scale

Pull Request - State: closed - Opened by ethanglaser 4 months ago

#174 - [Merge only onto large-scale] Large scale Kmeans changes.

Pull Request - State: closed - Opened by KateBlueSky 4 months ago

#173 - Code quality improvement

Pull Request - State: open - Opened by marcialouis 5 months ago

#171 - FIX: Fix error in report when sklearnex has more parameters than sklearn

Pull Request - State: open - Opened by david-cortes-intel 5 months ago - 1 comment
Labels: bug

#170 - Update CI linter config

Pull Request - State: closed - Opened by Alexsandruss 5 months ago
Labels: infra, dependencies

#169 - FIX: Don't error out when JSON doesn't end with empty line

Pull Request - State: closed - Opened by david-cortes-intel 5 months ago - 2 comments
Labels: bug

#168 - minor update for kmeans out of preview

Pull Request - State: closed - Opened by ethanglaser 6 months ago - 5 comments
Labels: bug

#167 - Add runner argument to describe datasets

Pull Request - State: open - Opened by Alexsandruss 8 months ago
Labels: enhancement

#166 - Update SECURITY.md

Pull Request - State: closed - Opened by ijunxyz123 8 months ago - 1 comment

#164 - Support of user-provided datasets

Pull Request - State: closed - Opened by Alexsandruss 9 months ago

#163 - Update .gitignore

Pull Request - State: closed - Opened by Alexsandruss 9 months ago

#162 - Update PR template and add checklist workflow

Pull Request - State: closed - Opened by Alexsandruss 9 months ago

#161 - Latest configs with cleanup

Pull Request - State: closed - Opened by ethanglaser 10 months ago

#160 - ENH: Add incremental algorithms support

Pull Request - State: open - Opened by olegkkruglov 10 months ago - 6 comments

#159 - Test more datasets for kmeans *** please do not merge ***

Pull Request - State: closed - Opened by md-shafiul-alam 11 months ago - 1 comment

#158 - Creating branch for large scale measurements

Pull Request - State: closed - Opened by ethanglaser 11 months ago - 2 comments

#157 - Update code owners

Pull Request - State: closed - Opened by Alexsandruss 11 months ago

#156 - Move summary sheet to first place in report

Pull Request - State: closed - Opened by Alexsandruss 11 months ago

#155 - Update solver in PCA config

Pull Request - State: closed - Opened by Alexsandruss 11 months ago

#154 - chore: OSSF scoring

Pull Request - State: closed - Opened by jharlow-intel 12 months ago
Labels: docs

#153 - update n_init for kmeans

Pull Request - State: closed - Opened by md-shafiul-alam 12 months ago - 5 comments

#152 - Inconsistent benchmark results VS real user time taken

Issue - State: closed - Opened by AndreasKaratzas about 1 year ago - 3 comments

#151 - Bump scikit-learn from 1.2.0 to 1.5.0

Pull Request - State: closed - Opened by dependabot[bot] about 1 year ago - 1 comment
Labels: dependencies

#150 - Update dependency numpy

Pull Request - State: closed - Opened by samir-nasibli about 1 year ago - 3 comments
Labels: dependencies

#148 - Unable to run scikit-learn_bench on EMR system

Issue - State: closed - Opened by remahariharan over 1 year ago - 1 comment

#145 - More specific write access message

Pull Request - State: closed - Opened by ethanglaser over 1 year ago - 2 comments

#143 - Fix LGBM incompatibilities with report_generator

Pull Request - State: closed - Opened by ahuber21 almost 2 years ago - 3 comments

#139 - Extratrees inclusion to sklearn_bench

Pull Request - State: closed - Opened by icfaust almost 2 years ago - 1 comment

#133 - Refactoring of benchmarks

Pull Request - State: closed - Opened by Alexsandruss over 2 years ago - 15 comments

#131 - Add support for single row inference cases

Issue - State: closed - Opened by napetrov over 2 years ago
Labels: enhancement, help wanted, good first issue, hacktoberfest

#129 - Download dataset scripts FIX + new option to download datasets from benchmark configs

Pull Request - State: closed - Opened by leriomaggio over 2 years ago - 2 comments

#120 - lot of memory allocations becomes bottleneck

Issue - State: closed - Opened by jkr0103 over 2 years ago - 4 comments
Labels: enhancement

#100 - Configs for xpu: decision forest classifier

Pull Request - State: closed - Opened by dmitrii-kriukov over 3 years ago - 2 comments

#99 - Cheatsheat for better understanding of ML

Pull Request - State: closed - Opened by Kalashkalwani almost 4 years ago

#98 - Update to readme: GPU support

Pull Request - State: closed - Opened by outoftardis almost 4 years ago - 2 comments

#97 - Refactor code

Pull Request - State: closed - Opened by LyndonFan almost 4 years ago - 1 comment

#96 - Update utils.py

Pull Request - State: closed - Opened by Architrixs almost 4 years ago

#95 - Code quality improvements - adress findings from www.codefactor.io

Issue - State: open - Opened by napetrov almost 4 years ago - 2 comments
Labels: help wanted, good first issue, hacktoberfest

#94 - Fix for scikit-learn benchmarks

Pull Request - State: closed - Opened by KalyanovD almost 4 years ago

#93 - Update codeowners

Pull Request - State: closed - Opened by Pahandrovich almost 4 years ago

#92 - Update README.md

Pull Request - State: closed - Opened by outoftardis almost 4 years ago

#91 - Benchmarks tsne rfr

Pull Request - State: closed - Opened by itearsl almost 4 years ago - 3 comments

#90 - Add device parameter to report generator configs

Pull Request - State: closed - Opened by OnlyDeniko almost 4 years ago

#89 - Add benchmark for Catboost modelbuilder

Pull Request - State: closed - Opened by TroninDV almost 4 years ago - 3 comments

#88 - Add benchmark for scikit-learn HistGradientBoostingEstimator

Pull Request - State: closed - Opened by TroninDV almost 4 years ago - 1 comment
Labels: enhancement

#87 - Add metrics testing

Pull Request - State: closed - Opened by OnlyDeniko almost 4 years ago - 2 comments
Labels: enhancement, extend

#86 - Model converters benchmark update

Pull Request - State: open - Opened by RukhovichIV almost 4 years ago

#85 - Enable codefactor in master & cleaning code

Pull Request - State: closed - Opened by OnlyDeniko almost 4 years ago

#84 - Refactoring of report generator

Pull Request - State: closed - Opened by OnlyDeniko almost 4 years ago - 1 comment
Labels: enhancement

#83 - Refactoring of report generator

Pull Request - State: closed - Opened by OnlyDeniko almost 4 years ago

#82 - HistGradientBoostingEstimator

Issue - State: closed - Opened by amueller about 4 years ago - 3 comments
Labels: enhancement

#81 - Extend output result & minor fixes

Pull Request - State: closed - Opened by OnlyDeniko about 4 years ago - 1 comment

#80 - Second gpu config

Pull Request - State: closed - Opened by RukhovichIV about 4 years ago

#79 - Add new article

Pull Request - State: closed - Opened by PetrovKP about 4 years ago
Labels: docs

#78 - Fix failed public CI

Pull Request - State: closed - Opened by PetrovKP about 4 years ago
Labels: infra

#77 - Update daal4py req.txt

Pull Request - State: closed - Opened by PetrovKP about 4 years ago
Labels: infra

#76 - Fix problem with getting NVidia HW

Pull Request - State: closed - Opened by PetrovKP about 4 years ago

#75 - Benchmarks silently execute stock version if scikit-learn-intelex is not installed

Issue - State: closed - Opened by michael-smirnov about 4 years ago - 1 comment
Labels: bug

#74 - Fix missing cuML Random Forest parameter

Pull Request - State: closed - Opened by Alexsandruss about 4 years ago
Labels: bug

#73 - Add reduce sklearn config

Pull Request - State: closed - Opened by PetrovKP about 4 years ago

#72 - Second iteration of benchmark optimization

Pull Request - State: closed - Opened by RukhovichIV about 4 years ago
Labels: bug

#71 - SVR, NuSVC, NuSVR Benchmarks

Pull Request - State: closed - Opened by owerbat about 4 years ago
Labels: datasets, extend

#70 - Add Superior Machine Learning Performance on the Latest Intel Xeon

Pull Request - State: closed - Opened by PetrovKP about 4 years ago
Labels: docs

#69 - Fix prediction stage in SVM report

Pull Request - State: closed - Opened by OnlyDeniko about 4 years ago
Labels: bug

#68 - Add Leverage Intel Optimizations in Scikit-Learn article

Pull Request - State: closed - Opened by PetrovKP about 4 years ago
Labels: docs

#67 - Error installing reqs for scikit-learn bench

Issue - State: closed - Opened by winedarksea about 4 years ago - 2 comments
Labels: bug

#66 - Add device information in the report json file

Pull Request - State: closed - Opened by michael-smirnov over 4 years ago
Labels: enhancement, gpu

#65 - Add catboost article

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: datasets

#64 - Update conda channel in README

Pull Request - State: closed - Opened by vlad-nazarov over 4 years ago
Labels: docs

#63 - Update CI - replace conda on pip download

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: infra

#62 - Add support proba svc; add pypi info; fix errors

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: bug, extend

#61 - Update readme for sklearnex

Pull Request - State: closed - Opened by Pahandrovich over 4 years ago
Labels: docs

#60 - Xgb datasets adding

Pull Request - State: closed - Opened by RukhovichIV over 4 years ago - 1 comment
Labels: enhancement, datasets, extend

#59 - Add GPU benchmarks support to readme

Pull Request - State: closed - Opened by vlad-nazarov over 4 years ago
Labels: docs

#58 - Applied mypy + flake8 + ISort for all files

Pull Request - State: closed - Opened by RukhovichIV over 4 years ago
Labels: enhancement, infra

#57 - Add device context parameter

Pull Request - State: closed - Opened by vlad-nazarov over 4 years ago - 10 comments
Labels: gpu

#56 - Add blog "Intel Gives Scikit-Learn the Performance Boost Data Scientists Need"

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: docs

#55 - Fix broken links in README.md

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: docs

#54 - Some links in README.md are broken

Issue - State: closed - Opened by averbukh over 4 years ago - 1 comment

#53 - Remove omp places for boosting

Pull Request - State: closed - Opened by PetrovKP over 4 years ago - 2 comments
Labels: invalid

#52 - Propagate omp settings to run command

Pull Request - State: closed - Opened by ShvetsKS over 4 years ago
Labels: bug

#51 - Fix parameters for RF in config and fix n_jobs for original scikit-learn

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: bug

#50 - PCA Config Update and Imports Fix

Pull Request - State: closed - Opened by owerbat over 4 years ago
Labels: bug, extend

#49 - Small extensions & add new dataset

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: datasets, extend

#48 - Update README.md - Add articles for xgboost

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: docs

#47 - Update copyright for 2021 year

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: infra

#46 - Update README.md - Add new article

Pull Request - State: closed - Opened by PetrovKP over 4 years ago
Labels: docs