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| <p>Singular Value Decomposition. |
| <a href="#details">More...</a></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| Functions</h2></td></tr> |
| <tr class="memitem:a9ccd79db12f3a1640003c94aa01d6540"><td class="memItemLeft" align="right" valign="top">Main function for </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a9ccd79db12f3a1640003c94aa01d6540">SVD</a> (Dense format)-------------------------------------------------------------------------void <a class="el" href="svd_8sql__in.html#a868e7af7c7de2c564e6a85c05f7e89d2">svd</a>(text source_table</td></tr> |
| <tr class="separator:a9ccd79db12f3a1640003c94aa01d6540"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6cd242a397cf2108afca206f1a3384dd"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a6cd242a397cf2108afca206f1a3384dd">svd_block</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>, text <a class="el" href="svd_8sql__in.html#a27459d3fd308919ea6749251e41e415e">result_summary_table</a>)</td></tr> |
| <tr class="separator:a6cd242a397cf2108afca206f1a3384dd"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa95f981cd5a6666442318dec03e6ddf3"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#aa95f981cd5a6666442318dec03e6ddf3">svd_block</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>)</td></tr> |
| <tr class="separator:aa95f981cd5a6666442318dec03e6ddf3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a2ed4bfd5bba7b959deaccb3471e624ed"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a2ed4bfd5bba7b959deaccb3471e624ed">svd_block</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>)</td></tr> |
| <tr class="separator:a2ed4bfd5bba7b959deaccb3471e624ed"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad1335d0e93d0fcb86445211399777d68"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ad1335d0e93d0fcb86445211399777d68">svd_sparse</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val_id, integer row_dim, integer col_dim, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>, text <a class="el" href="svd_8sql__in.html#a27459d3fd308919ea6749251e41e415e">result_summary_table</a>)</td></tr> |
| <tr class="separator:ad1335d0e93d0fcb86445211399777d68"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a51062c1fac065fb099f65f18e0bba687"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a51062c1fac065fb099f65f18e0bba687">svd_sparse_native</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val_id, integer row_dim, integer col_dim, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>, text <a class="el" href="svd_8sql__in.html#a27459d3fd308919ea6749251e41e415e">result_summary_table</a>)</td></tr> |
| <tr class="separator:a51062c1fac065fb099f65f18e0bba687"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3222ad5181b1b7dde8e89ae00c663177"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a3222ad5181b1b7dde8e89ae00c663177">svd</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>)</td></tr> |
| <tr class="separator:a3222ad5181b1b7dde8e89ae00c663177"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aaad7f45ad283fcffa5b5d9938432a038"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#aaad7f45ad283fcffa5b5d9938432a038">svd_sparse</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val_id, integer row_dim, integer col_dim, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>)</td></tr> |
| <tr class="separator:aaad7f45ad283fcffa5b5d9938432a038"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a868e7af7c7de2c564e6a85c05f7e89d2"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a868e7af7c7de2c564e6a85c05f7e89d2">svd</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>)</td></tr> |
| <tr class="separator:a868e7af7c7de2c564e6a85c05f7e89d2"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a324db19287410e92c3f13f5d56346ceb"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a324db19287410e92c3f13f5d56346ceb">svd_sparse</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val_id, integer row_dim, integer col_dim, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>)</td></tr> |
| <tr class="separator:a324db19287410e92c3f13f5d56346ceb"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a8e0f90441d3a2335aef8cc1403577bb9"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a8e0f90441d3a2335aef8cc1403577bb9">svd_sparse_native</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val_id, integer row_dim, integer col_dim, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>)</td></tr> |
| <tr class="separator:a8e0f90441d3a2335aef8cc1403577bb9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a8af4bf0c6b4372fd6c62792ac0fa6cc8"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a8af4bf0c6b4372fd6c62792ac0fa6cc8">svd_sparse_native</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val_id, integer row_dim, integer col_dim, integer <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, integer <a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a>)</td></tr> |
| <tr class="separator:a8af4bf0c6b4372fd6c62792ac0fa6cc8"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a7638f4ea701362e5c318b5272c0e98b9"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a7638f4ea701362e5c318b5272c0e98b9">__svd_unit_vector</a> (int dim)</td></tr> |
| <tr class="separator:a7638f4ea701362e5c318b5272c0e98b9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a63ae741e70fbfba1082241c75d6cdd51"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a63ae741e70fbfba1082241c75d6cdd51">__svd_lanczos_sfunc</a> (float8[] state, int <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, float8[] row_array, float8[] vector, int dimension)</td></tr> |
| <tr class="separator:a63ae741e70fbfba1082241c75d6cdd51"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6bc4dbb608e1042746c10b9fa180ec13"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a6bc4dbb608e1042746c10b9fa180ec13">__svd_block_lanczos_sfunc</a> (float8[] state, int4 <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, int4 col_id, float8[] block, float8[] vector, int4 dimension)</td></tr> |
| <tr class="separator:a6bc4dbb608e1042746c10b9fa180ec13"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6f1c90152f497ef91526cc9200bad00a"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a6f1c90152f497ef91526cc9200bad00a">__svd_sparse_lanczos_sfunc</a> (float8[] state, int4 <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, int4 col_id, float8 val, float8[] vector, int4 dimension)</td></tr> |
| <tr class="separator:a6f1c90152f497ef91526cc9200bad00a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae7b94da849ee17b7743fc18588c629f5"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ae7b94da849ee17b7743fc18588c629f5">__svd_lanczos_prefunc</a> (float8[] state1, float8[] state2)</td></tr> |
| <tr class="separator:ae7b94da849ee17b7743fc18588c629f5"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa5e1fcbd1d65133acab96cc2085b56b3"><td class="memItemLeft" align="right" valign="top">aggregate float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#aa5e1fcbd1d65133acab96cc2085b56b3">__svd_lanczos_agg</a> (int, float8[], float8[], int)</td></tr> |
| <tr class="separator:aa5e1fcbd1d65133acab96cc2085b56b3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:acd10d4d0a196e1ed062f5e38288555df"><td class="memItemLeft" align="right" valign="top">aggregate float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#acd10d4d0a196e1ed062f5e38288555df">__svd_block_lanczos_agg</a> (int, int4, float8[], float8[], int)</td></tr> |
| <tr class="separator:acd10d4d0a196e1ed062f5e38288555df"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a1ba5e18c0f8db1190ef75a9d209a1f0f"><td class="memItemLeft" align="right" valign="top">aggregate float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a1ba5e18c0f8db1190ef75a9d209a1f0f">__svd_sparse_lanczos_agg</a> (int4, int4, float8, float8[], int4)</td></tr> |
| <tr class="separator:a1ba5e18c0f8db1190ef75a9d209a1f0f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae86146392b1b5065fc6badc0f25b3f3e"><td class="memItemLeft" align="right" valign="top">__svd_lanczos_result </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ae86146392b1b5065fc6badc0f25b3f3e">__svd_lanczos_pvec</a> (float8[] vector, float8[] pvec, float8 beta)</td></tr> |
| <tr class="separator:ae86146392b1b5065fc6badc0f25b3f3e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6b85b00dae1c49821be7d3e68ccf266b"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a6b85b00dae1c49821be7d3e68ccf266b">__svd_lanczos_qvec</a> (float8[] vector, float8[] qvec, float8 alpha)</td></tr> |
| <tr class="separator:a6b85b00dae1c49821be7d3e68ccf266b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab145d0ed41d32120b31adf8cf29691f6"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ab145d0ed41d32120b31adf8cf29691f6">__svd_gram_schmidt_orthogonalize_sfunc</a> (float8[] state, float8[] vec_unorthogonalized, float8[] vec_orthogonalized)</td></tr> |
| <tr class="separator:ab145d0ed41d32120b31adf8cf29691f6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae8f2006de42ea486eccfb82b3623218c"><td class="memItemLeft" align="right" valign="top">float8[] </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ae8f2006de42ea486eccfb82b3623218c">__svd_gram_schmidt_orthogonalize_prefunc</a> (float8[] state1, float8[] state2)</td></tr> |
| <tr class="separator:ae8f2006de42ea486eccfb82b3623218c"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af006d422c49a2de762cbf7ebfe588484"><td class="memItemLeft" align="right" valign="top">__svd_lanczos_result </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#af006d422c49a2de762cbf7ebfe588484">__svd_gram_schmidt_orthogonalize_ffunc</a> (float8[] state)</td></tr> |
| <tr class="separator:af006d422c49a2de762cbf7ebfe588484"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a93ce053f11213a90b226b5fb0db79273"><td class="memItemLeft" align="right" valign="top">aggregate __svd_lanczos_result </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a93ce053f11213a90b226b5fb0db79273">__svd_gram_schmidt_orthogonalize_agg</a> (float8[], float8[])</td></tr> |
| <tr class="separator:a93ce053f11213a90b226b5fb0db79273"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab2ff5814ef1e9ad5112436f1fa77c7af"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ab2ff5814ef1e9ad5112436f1fa77c7af">__svd_lanczos_bidiagonalize</a> (text source_table, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, int iter_num, int <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>, boolean is_block)</td></tr> |
| <tr class="separator:ab2ff5814ef1e9ad5112436f1fa77c7af"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4062644fe117d19e3e53e7882f209321"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a4062644fe117d19e3e53e7882f209321">__svd_lanczos_bidiagonalize_sparse</a> (text source_table, text <a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a>, text col_id, text val, text <a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a>, int iter_num, int <a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a>)</td></tr> |
| <tr class="separator:a4062644fe117d19e3e53e7882f209321"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a53034f4da049595a4c0ea03e67c727fb"><td class="memItemLeft" align="right" valign="top">__svd_bidiagonal_matrix_result </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a53034f4da049595a4c0ea03e67c727fb">__svd_decompose_bidiag</a> (int[] row_ids, int[] col_ids, float8[] vals)</td></tr> |
| <tr class="separator:a53034f4da049595a4c0ea03e67c727fb"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a> |
| Variables</h2></td></tr> |
| <tr class="memitem:ab8fa1ca405b7a9f5db8e65a25d5c8f83"><td class="memItemLeft" align="right" valign="top">Main function for text </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ab8fa1ca405b7a9f5db8e65a25d5c8f83">output_table_prefix</a></td></tr> |
| <tr class="separator:ab8fa1ca405b7a9f5db8e65a25d5c8f83"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a47e65465f3637e9526635e59dbd504de"><td class="memItemLeft" align="right" valign="top">Main function for text text </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a47e65465f3637e9526635e59dbd504de">row_id</a></td></tr> |
| <tr class="separator:a47e65465f3637e9526635e59dbd504de"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ac55562e3550918c83a7a81f0ddc007dc"><td class="memItemLeft" align="right" valign="top">Main function for text text integer </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#ac55562e3550918c83a7a81f0ddc007dc">k</a></td></tr> |
| <tr class="separator:ac55562e3550918c83a7a81f0ddc007dc"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af6eda3e52fdebae72389213cec0d7d5b"><td class="memItemLeft" align="right" valign="top">Main function for text text <br class="typebreak"/> |
| integer integer </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#af6eda3e52fdebae72389213cec0d7d5b">lanczos_iter</a></td></tr> |
| <tr class="separator:af6eda3e52fdebae72389213cec0d7d5b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a27459d3fd308919ea6749251e41e415e"><td class="memItemLeft" align="right" valign="top">Main function for text text <br class="typebreak"/> |
| integer integer text </td><td class="memItemRight" valign="bottom"><a class="el" href="svd_8sql__in.html#a27459d3fd308919ea6749251e41e415e">result_summary_table</a> { }</td></tr> |
| <tr class="separator:a27459d3fd308919ea6749251e41e415e"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><dl class="section see"><dt>See Also</dt><dd>For a brief introduction to singular value decomposition, see the module description <a class="el" href="group__grp__svd.html">Support Vector Decomposition</a>. </dd></dl> |
| </div><h2 class="groupheader">Function Documentation</h2> |
| <a class="anchor" id="acd10d4d0a196e1ed062f5e38288555df"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate float8 [] __svd_block_lanczos_agg </td> |
| <td>(</td> |
| <td class="paramtype">int </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[], </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[], </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a6bc4dbb608e1042746c10b9fa180ec13"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_block_lanczos_sfunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>block</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vector</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"><em>dimension</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a53034f4da049595a4c0ea03e67c727fb"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">__svd_bidiagonal_matrix_result __svd_decompose_bidiag </td> |
| <td>(</td> |
| <td class="paramtype">int[] </td> |
| <td class="paramname"><em>row_ids</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int[] </td> |
| <td class="paramname"><em>col_ids</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vals</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a93ce053f11213a90b226b5fb0db79273"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate __svd_lanczos_result __svd_gram_schmidt_orthogonalize_agg </td> |
| <td>(</td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[], </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[] </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="af006d422c49a2de762cbf7ebfe588484"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">__svd_lanczos_result __svd_gram_schmidt_orthogonalize_ffunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state</em>)</td><td></td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ae8f2006de42ea486eccfb82b3623218c"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_gram_schmidt_orthogonalize_prefunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state1</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state2</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ab145d0ed41d32120b31adf8cf29691f6"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_gram_schmidt_orthogonalize_sfunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vec_unorthogonalized</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vec_orthogonalized</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="aa5e1fcbd1d65133acab96cc2085b56b3"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate float8 [] __svd_lanczos_agg </td> |
| <td>(</td> |
| <td class="paramtype">int </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[], </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[], </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ab2ff5814ef1e9ad5112436f1fa77c7af"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void __svd_lanczos_bidiagonalize </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>iter_num</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>is_block</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a4062644fe117d19e3e53e7882f209321"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void __svd_lanczos_bidiagonalize_sparse </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>iter_num</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>k</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ae7b94da849ee17b7743fc18588c629f5"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_lanczos_prefunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state1</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state2</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ae86146392b1b5065fc6badc0f25b3f3e"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">__svd_lanczos_result __svd_lanczos_pvec </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vector</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>pvec</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>beta</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a6b85b00dae1c49821be7d3e68ccf266b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_lanczos_qvec </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vector</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>qvec</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>alpha</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a63ae741e70fbfba1082241c75d6cdd51"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_lanczos_sfunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>row_array</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vector</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>dimension</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a1ba5e18c0f8db1190ef75a9d209a1f0f"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate float8 [] __svd_sparse_lanczos_agg </td> |
| <td>(</td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname">[], </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a6f1c90152f497ef91526cc9200bad00a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_sparse_lanczos_sfunc </td> |
| <td>(</td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>val</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8[] </td> |
| <td class="paramname"><em>vector</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int4 </td> |
| <td class="paramname"><em>dimension</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a7638f4ea701362e5c318b5272c0e98b9"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] __svd_unit_vector </td> |
| <td>(</td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>dim</em>)</td><td></td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a9ccd79db12f3a1640003c94aa01d6540"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">Main function for SVD </td> |
| <td>(</td> |
| <td class="paramtype">Dense </td> |
| <td class="paramname"><em>format</em>)</td><td></td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a3222ad5181b1b7dde8e89ae00c663177"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a868e7af7c7de2c564e6a85c05f7e89d2"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a6cd242a397cf2108afca206f1a3384dd"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_block </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>result_summary_table</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="aa95f981cd5a6666442318dec03e6ddf3"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_block </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a2ed4bfd5bba7b959deaccb3471e624ed"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_block </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ad1335d0e93d0fcb86445211399777d68"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_sparse </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>row_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>col_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>result_summary_table</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="aaad7f45ad283fcffa5b5d9938432a038"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_sparse </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>row_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>col_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a324db19287410e92c3f13f5d56346ceb"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_sparse </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>row_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>col_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a51062c1fac065fb099f65f18e0bba687"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_sparse_native </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>row_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>col_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>result_summary_table</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a8e0f90441d3a2335aef8cc1403577bb9"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_sparse_native </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>row_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>col_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a8af4bf0c6b4372fd6c62792ac0fa6cc8"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void svd_sparse_native </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>output_table_prefix</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>row_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>col_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>val_id</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>row_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>col_dim</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>lanczos_iter</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Variable Documentation</h2> |
| <a class="anchor" id="ac55562e3550918c83a7a81f0ddc007dc"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">Main function for text text integer k</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="af6eda3e52fdebae72389213cec0d7d5b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">Main function for text text integer integer lanczos_iter</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ab8fa1ca405b7a9f5db8e65a25d5c8f83"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">Main function for text output_table_prefix</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a27459d3fd308919ea6749251e41e415e"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">Main function for text text integer integer text result_summary_table { }</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a47e65465f3637e9526635e59dbd504de"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">Main function for text text row_id</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
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