oneDAL

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feature: adding online distributed basic statistics

1

Alexandr-Solovev

Add global context to store information about CPU environment

7

- `cpu_info` class added to store the parameters of CPU; - `global_context` static class was added to store global information about the system.

Vika-F

Add sparsity support for logloss function primitive

2

# Description Implement functions that compute probabilities, logloss and derivative on sparse data using sparse blas. Integrate them into logloss_function and logloss_hessian_product primitives

avolkov-intel

Enable Cross Compilation of Arm SVE on x86 Cl (Binary only)

3

Subsequent to the merge of pull request [#2614,](https://github.com/oneapi-src/oneDAL/pull/2614) which introduced ARM as a supported CPU platform, we have implemented preliminary support for cross-compiling ARM backend on the x86 continuous integration...

rakshithgb-fujitsu

homksei

Add hyperparameters into decision forest classification inference algorithm

2

This PR continues the work started in the PR https://github.com/oneapi-src/oneDAL/pull/2638 Co-authored-by: Andreas Huber @ahuber21

Vika-F

Add RF clsf inference hyperparameters

11

# Description Adds hyperparameters to random forest classification. Adds all the necessary glue logic in oneDAL to set the parameters in the DAAL kernel, to which the oneDAL implementation falls...

ahuber21

chore(deps): update dependency catch2 to v3

11

[](https://renovatebot.com) This PR contains the following updates: | Package | Type | Update | Change | |---|---|---|---| | [catch2](https://togithub.com/catchorg/Catch2) | http_archive | major | `v2.13.10` -> `v3.5.0` | In...

renovate[bot]

add kmeans_init and additional primitives

1

# 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...

ethanglaser

Implement DPC++ sparse gemm and gemv primitives

4

Following functionality was implemented: - `sparse_matrix_handle` class - a wrapper to `oneapi::mkl::sparse::matrix_handle_t`. - `set_csr_data(...)` primitives allowing to fill the internal CSR data structure of the `sparse_matrix_handle` with the data provided...

Vika-F