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Issues list

Performance Warnings enhancement New feature or request good first issue Good for newcomers
#4 opened Oct 30, 2018 by fschlimb
1
Numerical precision issues in K-means bug Something isn't working
#25 opened Dec 7, 2018 by jeremiedbb
4
Defer (default) fptype/method selection until data arrives
#55 opened Feb 4, 2019 by fschlimb
@PetrovKP
2
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
1
daal4py patches to scikit-learn cause test_dtype_match to fail bug Something isn't working
#86 opened Apr 15, 2019 by oleksandr-pavlyk
SVD spmd with leftSingularMatrix param throws RuntimeError bug Something isn't working distributed
#156 opened Jan 26, 2020 by Alexander-Makaryev
Support "positive" parameter for linear regression enhancement New feature or request
#274 opened Aug 31, 2020 by Pahandrovich
Difference between the regression coefficients of scikit-learn and daal4py on small datasets, for multi-target problem. bug Something isn't working
#275 opened Aug 31, 2020 by Pahandrovich
2
Different Number of Iterations in K-Means bug Something isn't working
#277 opened Sep 2, 2020 by owerbat
@owerbat
1
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
1
Implement Jupyter Notebook example featuring ML performance of optimized Scikit-learn enhancement New feature or request examples Modify examples hacktoberfest help wanted Extra attention is needed
#325 opened Oct 5, 2020 by napetrov
1
Operate on MPI communicator other than COMM_WORLD distributed enhancement New feature or request
#426 opened Dec 14, 2020 by fschlimb
benchmark miss: dynamic time warping (dtw) enhancement New feature or request
#751 opened Jul 22, 2021 by m-r-munroe
3
[PCA] svdDense in distributed mode does not work for unnormailized data bug Something isn't working
#758 opened Jul 30, 2021 by xwu99
@Alexsandruss
1
[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
@Alexsandruss
1
Gaussian Process (GP) Support enhancement New feature or request
#928 opened Dec 28, 2021 by 392781
3
Clustering performance decrease bug Something isn't working
#944 opened Jan 12, 2022 by Alexsandruss
@Alexsandruss
[Enhancement] Add predict_proba support for Random Forest with criterion="entropy" enhancement New feature or request
#983 opened Mar 4, 2022 by Innixma
@Pahandrovich
1
[RF] Random Forest hangs during fit on KDDCup09-Upselling bug Something isn't working
#984 opened Mar 4, 2022 by Innixma
@ahuber21
5
Predict and Scoring Bug in sklearnex.svm.SVR and Train_test_split index bug bug Something isn't working
#1000 opened Apr 24, 2022 by nilslacroix
@icfaust @PivovarA
4
sample_weight in logistic regression enhancement New feature or request
#1002 opened May 3, 2022 by hbenami
@PivovarA
[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
Possibly memory issues with SVC? bug Something isn't working
#1010 opened Jun 1, 2022 by Stack-it-up
@PivovarA
18
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
@Alexsandruss
1
Add Source Distribution to PyPI releases enhancement New feature or request
#1038 opened Aug 24, 2022 by Alexsandruss
ProTip! Updated in the last three days: updated:>2025-03-05.