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IntelPython
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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
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Bump scikit-learn from 1.2.0 to 1.5.0
#151
dependabot[bot]
opened
1 week ago
0
Update dependency numpy
#150
samir-nasibli
opened
2 weeks ago
2
Refactored branch + DPNP support
#149
Vika-F
closed
2 months ago
0
Unable to run scikit-learn_bench on EMR system
#148
remahariharan
opened
2 months ago
0
add a few more header fields to the default generator config
#147
ahuber21
closed
4 months ago
0
chore: rename `master` branch to `main`
#146
homksei
closed
6 months ago
2
More specific write access message
#145
ethanglaser
opened
6 months ago
1
Add SHAP value benchmarks
#144
ahuber21
closed
6 months ago
0
Fix LGBM incompatibilities with report_generator
#143
ahuber21
opened
8 months ago
1
Add necessary updates to run SHAP value benchmarks
#142
ahuber21
closed
8 months ago
0
Fix bug in df_regr
#141
icfaust
closed
8 months ago
0
removed a extra space between ,
#140
dhruvthakur2000
closed
8 months ago
0
Extratrees inclusion to sklearn_bench
#139
icfaust
opened
9 months ago
0
Daal4py gbt support
#138
razdoburdin
closed
6 months ago
2
The error messages when running benchmark are ignored in some cases
#137
hjzin
closed
1 year ago
1
Missing values support for inference
#136
razdoburdin
closed
11 months ago
1
Datasets used for producing benchmarks in scikit-learn intelex
#135
vineel96
opened
1 year ago
7
Fix issue #75: Benchmarks silently execute stock version if scikit-learn-intelex is not installed
#134
lulin789
opened
1 year ago
1
Refactoring of benchmarks
#133
Alexsandruss
opened
1 year ago
15
Integrate support for competitive model compilation frameworks(TVM and ONNX)
#132
napetrov
opened
1 year ago
0
Add support for single row inference cases
#131
napetrov
opened
1 year ago
0
np.float is depricated in numpy 1.24
#130
razdoburdin
closed
1 year ago
0
Download dataset scripts FIX + new option to download datasets from benchmark configs
#129
leriomaggio
opened
1 year ago
1
Adding new datasets for model builders benchmarking
#128
razdoburdin
closed
1 year ago
0
Adding check for nan values
#127
razdoburdin
closed
1 year ago
0
Fixing incorrect calculations of bits from probabilities
#126
razdoburdin
closed
1 year ago
0
fixing modelbuilder benchmark for covtype dataset
#125
razdoburdin
closed
1 year ago
1
Update requirements
#124
Alexsandruss
closed
1 year ago
0
Facing issues while running benchmark on Ubuntu 18.04
#123
vasanth-intel
closed
1 year ago
4
TSNE benchmark docs
#122
inteldimitrius
closed
1 year ago
0
Add CIFAR_10 dataset loading and available for benchmarking
#121
inteldimitrius
closed
1 year ago
0
lot of memory allocations becomes bottleneck
#120
jkr0103
opened
1 year ago
4
XPU cases for sklearnex DF
#119
samir-nasibli
closed
1 year ago
1
Small fixes for runner/utils and code owners update
#118
Alexsandruss
closed
1 year ago
0
xgboost benchmark datasets missing
#117
xwu99
opened
2 years ago
1
Fix falls with index error in svc proba
#116
dmitrii-kriukov
closed
2 years ago
0
Add EMON, VTune, psrecord, ITTpy support in benchmarks
#115
masdevas
opened
2 years ago
0
Performance config
#114
dmitrii-kriukov
closed
2 years ago
0
svm.py fails with IndexError
#113
mericas
closed
2 years ago
3
Fix problem with float32 json dump
#112
dmitrii-kriukov
closed
2 years ago
0
Add size lables for xpu configs
#111
dmitrii-kriukov
closed
2 years ago
0
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
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