Compressed Sparse Rows (CSR) Table¶

csr_table class is a subtype of a table type, for which the following is true:

All the columns have the same data type.
The data within the table is sparse and stored in a 3-array format.
The arrays describe the sparse matrix \(A\) as follows:
- The array values contain non-zero elements of the matrix row-by-row.
- The element number j of the columns_indices array encodes the column index in the matrix \(A\) for the jth element of the array values.
- The element number i of the row_offsets array encodes the index in the array values corresponding to the first non-zero element in rows indexed i or greater. The last element in the array row_offsets encodes the number of non-zero elements in the matrix \(A\).
oneDAL supports zero-based and one-based indexing.

Programming Interface¶

Homogeneous table

Algorithms