issues
search
IntelPython
/
scikit-learn_bench
scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.
Apache License 2.0
111
stars
69
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
loading datasets from DATASETSROOT directory
#110
dmitrii-kriukov
closed
2 years ago
1
Sklearn public config
#109
dmitrii-kriukov
closed
2 years ago
1
Fix no copy_X problem
#108
dmitrii-kriukov
closed
2 years ago
0
Report config selector
#107
dmitrii-kriukov
closed
2 years ago
1
Configs for xpu: knn and svm
#106
dmitrii-kriukov
closed
2 years ago
1
Configs for xpu: dbscan, kmeans, pca
#105
dmitrii-kriukov
closed
2 years ago
0
Configs for xpu: decision forest regressor, linear regression, logistic regression
#104
dmitrii-kriukov
closed
2 years ago
1
Add sizes selection to runner py
#103
dmitrii-kriukov
closed
2 years ago
1
Make use of "--device(s)" for XGBoost
#102
Alexsandruss
closed
1 year ago
3
Add available devices and dtypes selection to runner.py
#101
dmitrii-kriukov
closed
2 years ago
0
Configs for xpu: decision forest classifier
#100
dmitrii-kriukov
closed
2 years ago
2
Cheatsheat for better understanding of ML
#99
Kalashkalwani
closed
1 year ago
0
Update to readme: GPU support
#98
outoftardis
closed
2 years ago
2
Refactor code
#97
LyndonFan
closed
2 years ago
1
Update utils.py
#96
Architrixs
closed
3 years ago
0
Code quality improvements - adress findings from www.codefactor.io
#95
napetrov
opened
3 years ago
2
Fix for scikit-learn benchmarks
#94
KalyanovD
closed
3 years ago
0
Update codeowners
#93
Pahandrovich
closed
3 years ago
0
Update README.md
#92
outoftardis
closed
3 years ago
0
Benchmarks tsne rfr
#91
itearsl
closed
3 years ago
3
Add device parameter to report generator configs
#90
OnlyDeniko
closed
3 years ago
0
Add benchmark for Catboost modelbuilder
#89
TroninDV
closed
1 year ago
3
Add benchmark for scikit-learn HistGradientBoostingEstimator
#88
TroninDV
closed
1 year ago
1
Add metrics testing
#87
OnlyDeniko
closed
3 years ago
2
Model converters benchmark update
#86
RukhovichIV
opened
3 years ago
0
Enable codefactor in master & cleaning code
#85
OnlyDeniko
closed
3 years ago
0
Refactoring of report generator
#84
OnlyDeniko
closed
3 years ago
1
Refactoring of report generator
#83
OnlyDeniko
closed
3 years ago
0
HistGradientBoostingEstimator
#82
amueller
closed
2 months ago
3
Extend output result & minor fixes
#81
OnlyDeniko
closed
3 years ago
1
Second gpu config
#80
RukhovichIV
closed
3 years ago
0
Add new article
#79
PetrovKP
closed
3 years ago
0
Fix failed public CI
#78
PetrovKP
closed
3 years ago
0
Update daal4py req.txt
#77
PetrovKP
closed
3 years ago
0
Fix problem with getting NVidia HW
#76
PetrovKP
closed
3 years ago
0
Benchmarks silently execute stock version if scikit-learn-intelex is not installed
#75
michael-smirnov
closed
2 months ago
1
Fix missing cuML Random Forest parameter
#74
Alexsandruss
closed
3 years ago
0
Add reduce sklearn config
#73
PetrovKP
closed
3 years ago
0
Second iteration of benchmark optimization
#72
RukhovichIV
closed
3 years ago
0
SVR, NuSVC, NuSVR Benchmarks
#71
owerbat
closed
3 years ago
0
Add Superior Machine Learning Performance on the Latest Intel Xeon
#70
PetrovKP
closed
3 years ago
0
Fix prediction stage in SVM report
#69
OnlyDeniko
closed
3 years ago
0
Add Leverage Intel Optimizations in Scikit-Learn article
#68
PetrovKP
closed
3 years ago
0
Error installing reqs for scikit-learn bench
#67
winedarksea
closed
3 years ago
2
Add device information in the report json file
#66
michael-smirnov
closed
3 years ago
0
Add catboost article
#65
PetrovKP
closed
3 years ago
0
Update conda channel in README
#64
vlad-nazarov
closed
3 years ago
0
Update CI - replace conda on pip download
#63
PetrovKP
closed
3 years ago
0
Add support proba svc; add pypi info; fix errors
#62
PetrovKP
closed
3 years ago
0
Update readme for sklearnex
#61
Pahandrovich
closed
3 years ago
0
Previous
Next