oneDAL issues

feat: SHAP values for binary classification [target: r2025.0]

4

# Description Enable calculation of SHAP values for binary classification models Changes proposed in this pull request: - Allocate result similar to GBT regression - Rely on GBT regression SHAP...

ahuber21

enhancement

API breaking change

feature: adding assume_centered flag in Covariance

# Description Please include a summary of the change. For large or complex changes please include enough information to introduce your change and explain motivation for it. Changes proposed in...

Alexandr-Solovev

feature: adding syevd in PCA Cov

2

# Description This pr contains adding new syevd gpu function in PCA. Will be green after moving on the new MKLGPUFPK

Alexandr-Solovev

enhancement

dpc++

feature: hyperparameters optimizations

2

# Description

Alexandr-Solovev

enhancement

[bug] fix MT2203 RNG non-uniformity and random bin indices in decision forest training

8

# Description Each MT2203 RNG engine is independently uniform when taking samples. However, when two or more engines are compared, the initial aggregated random numbers are not uniform. Because the...

icfaust

feature: adding hp in PCA oneAPI(WIP)

3

# Description PR contains adding HyperParameters in Pca(oneAPI) - [x] Move sign_flip in primitives - [x] Move sign_flip computation on GPU - [x] Add infrastructure for hyperparameters in all methods...

Alexandr-Solovev

[bug ] Coverity testing

1

# Description Additional test changes related to coverity. Changes proposed in this pull request: - enginePtr intialization to nullptr - splitData intialization in node data for tree algos

icfaust