Add dpnp.linalg.lstsq() implementation
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antonwolfy
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Apr 23, 2024
vtavana
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Apr 23, 2024
antonwolfy
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antonwolfy
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* Add dpnp.linalg.lstsq impl via svd call * Add cupy tests * Add copy of s to compute follows data * Add tests in test_sycl_queue and test_usm_type * Add related_arrays param to dpnp_svd/svd_batch to follow compute follows data * Move above and add docstings for _nrm2_last_axis * Add dpnp tests * Fix codespell check * Get uv_type given related_arrays in dpnp_svd * Check rcond type * Use empty_like in dpnp_svd * rcond as int, float or None * Unlock fix_random() for TestRandint2 --------- Co-authored-by: Anton <[email protected]> f6f660c
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This PR adds a new dpnp.linalg.lstsq) function to calculate the least-squares solution using
dpnp.linalg.svd().Also it adds a new helper function
check_2dto check if the input arrays are two-dimensional.