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oneAPI Data Analytics Library (oneDAL)

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Current ALS data input is using row index and column index to index rating in rating matrix. In real use cases, those row index and column index are usually using...

**Describe the bug** I am developing a distributed implicit_als. And encountered this exception when doing init. ``` terminate called after throwing an instance of 'daal::services::interface1::Exception' what(): Incorrect parameter Details: Parameter...

# Description Copies of examples/daal/cpp_sycl/source/k_nearest_neighbors/bf_knn_dense_search_batch.cpp: - KDTree k-Nearest Neighbors search C++ example - Brute force k-Nearest Neighbors search C++ example

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We used oneDAL API for NumericTable backed by ByteBuffer, output the following message: java.lang.IllegalArgumentException: size of the block of rows cannot exceed 2 gigabytes at com.intel.daal.data_management.data.HomogenNumericTableByteBufferImpl.getBlockOfRows(Unknown Source) at com.intel.daal.data_management.data.HomogenNumericTable.getBlockOfRows(Unknown Source)\...

Example of TC kernel modification as part of inner coding style extensions approval

# 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...

**Describe the bug** The bytebuffer homogen table does not write to the `buf` argument to getBlockOfRows while the array buffer implementation does. Furthermore the bytebuffer homogen table forces the row-block...

oneDAL/cpp/daal/src/algorithms/k_nearest_neighbors/bf_knn_impl.i Focus on the struct of BruteForceTask: the outBlockSize depicts the size of vectors needed to find k neighbors. Thus kDistancesSize should be outBlockSize * k *sizeof(FPType) instead of inBlockSize...

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