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Issues list

Different Number of Iterations in K-Means bug Something isn't working
#277 opened Sep 2, 2020 by owerbat updated Dec 22, 2020
@owerbat
1
Support "positive" parameter for linear regression enhancement New feature or request
#274 opened Aug 31, 2020 by Pahandrovich updated Dec 22, 2020
Performance Warnings enhancement New feature or request good first issue Good for newcomers
#4 opened Oct 30, 2018 by fschlimb updated Jan 27, 2021
1
Defer (default) fptype/method selection until data arrives
#55 opened Feb 4, 2019 by fschlimb updated Jan 27, 2021
@PetrovKP
2
SVD spmd with leftSingularMatrix param throws RuntimeError bug Something isn't working distributed
#156 opened Jan 26, 2020 by Alexander-Makaryev updated Jan 27, 2021
benchmark miss: dynamic time warping (dtw) enhancement New feature or request
#751 opened Jul 22, 2021 by m-r-munroe updated Aug 13, 2021
3
[PCA] don't normalize input data before applying PCA or provide a parameter to turn off normalization bug Something isn't working
#760 opened Jul 30, 2021 by xwu99 updated Aug 23, 2021
@Alexsandruss
1
[PCA] svdDense in distributed mode does not work for unnormailized data bug Something isn't working
#758 opened Jul 30, 2021 by xwu99 updated Aug 23, 2021
@Alexsandruss
1
Clustering performance decrease bug Something isn't working
#944 opened Jan 12, 2022 by Alexsandruss updated Jan 12, 2022
@Alexsandruss
Gaussian Process (GP) Support enhancement New feature or request
#928 opened Dec 28, 2021 by 392781 updated Feb 17, 2022
3
[Enhancement] Add predict_proba support for Random Forest with criterion="entropy" enhancement New feature or request
#983 opened Mar 4, 2022 by Innixma updated Mar 4, 2022
@Pahandrovich
1
sample_weight in logistic regression enhancement New feature or request
#1002 opened May 3, 2022 by hbenami updated Aug 5, 2022
@PivovarA
Add Source Distribution to PyPI releases enhancement New feature or request
#1038 opened Aug 24, 2022 by Alexsandruss updated Aug 24, 2022
Crashing when running sklearnex in a GridSearchCV fit of a SVR model with TransformedTargetRegressor bug Something isn't working
#1027 opened Aug 6, 2022 by joseDorronsoro updated Sep 23, 2022
@Alexsandruss
1
[QST] Methods + ideas behind further speeding up ML algorithms - Linear Regression, PCA, KNN enhancement New feature or request
#1009 opened May 23, 2022 by danielhanchen updated Jan 8, 2023
[RF] Random Forest hangs during fit on KDDCup09-Upselling bug Something isn't working
#984 opened Mar 4, 2022 by Innixma updated Apr 20, 2023
@ahuber21
5
Setup code coverage automation for Python+Cython project enhancement New feature or request hacktoberfest help wanted Extra attention is needed infra
#323 opened Oct 5, 2020 by napetrov updated Apr 26, 2023
1
the random forest regressor with sklearnex patch produce much larger MSE than the original sklearn random forest regressor. bug Something isn't working
#1090 opened Dec 13, 2022 by zhuang-hao-ming updated Apr 28, 2023
@ahuber21
3
New feature required- Support different data sources enhancement New feature or request
#1044 opened Sep 22, 2022 by moheikal79 updated Apr 28, 2023
1
Numerical precision issues in K-means bug Something isn't working
#25 opened Dec 7, 2018 by jeremiedbb updated May 11, 2023
4
daal4py patches to scikit-learn cause test_dtype_match to fail bug Something isn't working
#86 opened Apr 15, 2019 by oleksandr-pavlyk updated May 11, 2023
daal4py patches make sklearn.preprocessing.tests.test_discretization::test_nonuniform_strategies fail bug Something isn't working
#69 opened Mar 8, 2019 by oleksandr-pavlyk updated May 11, 2023
1
Operate on MPI communicator other than COMM_WORLD distributed enhancement New feature or request
#426 opened Dec 14, 2020 by fschlimb updated Jun 22, 2023
Accelerated Multi-output Xgboost shows wrong results. bug Something isn't working
#1439 opened Sep 5, 2023 by lk1983823 updated Sep 8, 2023
2
pypy3 support for daal4py/sklearnex enhancement New feature or request
#1580 opened Nov 18, 2023 by lukezli updated Nov 19, 2023
2
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