olegkkruglov
olegkkruglov
Changes proposed in this pull request: - IncrementalLinearRegression added to onedal/sklearnex - Contains changes from https://github.com/intel/scikit-learn-intelex/pull/1713
Changes proposed in this pull request: - Remove version checks - Rearrange methods between Base and inherited classes in onedal - Remove Base class in sklearnex - Remove unnecessary variables...
Changes proposed in this pull request: - Added IncrementalBasicStatistics interface to onedal and sklearnex Python modules
Changes proposed in this pull request: - Refactored basic_statistics.cpp file - Changed API for BasicStatistics class to save results to class attribute instead of returning dict with result to be...
Changes proposed in this pull request: - Added threading policy to oneDAL interfaces - Created interfaces for thread pinner in oneAPI part
Changes proposed in this pull request: - incremental PCA algorithm added
Currently SyclQueue is not picklable. The error message is the following: ``` File "", line 2, in dpctl._sycl_queue.SyclQueue.__reduce_cython__ TypeError: no default __reduce__ due to non-trivial __cinit__ ``` The queue is...
### Description * Added SPMD interface for IncrementalEmpiricalCovariance * Added example of its usage. * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is...
### Description * Added SPMD interface for IncrementalBasicStatistics * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is necessary because `finalize_fit` requires `spmd_policy`, but...
### Description * Added SPMD interface for IncrementalEmpiricalCovariance * Changed policy saving workflow, now queue is saved to attributes instead of policy. It is necessary because `finalize_fit` requires `spmd_policy`, but...