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| |
| <p>SQL functions for multilayer perceptron. |
| <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:a591b8f7eb778fc57000ff2618fb90b6b"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a591b8f7eb778fc57000ff2618fb90b6b">mlp_igd_transition</a> (float8[] state, float8[] ind_var, float8[] dep_var, float8[] previous_state, float8[] layer_sizes, float8 learning_rate_init, integer activation, integer is_classification, float8 weight, float8[] warm_start_coeff, float8 lambda, float8 momentum, boolean is_nesterov)</td></tr> |
| <tr class="separator:a591b8f7eb778fc57000ff2618fb90b6b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aba6da28d2565175ea81f50e735239eaa"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#aba6da28d2565175ea81f50e735239eaa">mlp_minibatch_transition</a> (float8[] state, float8[] ind_var, float8[] dep_var, float8[] previous_state, float8[] layer_sizes, float8 learning_rate_init, integer activation, integer is_classification, float8 weight, float8[] warm_start_coeff, float8 lambda, integer batch_size, integer n_epochs, float8 momentum, boolean is_nesterov)</td></tr> |
| <tr class="separator:aba6da28d2565175ea81f50e735239eaa"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a053e4ab4164cd95a4a6f22294053998a"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a053e4ab4164cd95a4a6f22294053998a">mlp_alr_transition</a> (float8[] state, float8[] ind_var, float8[] dep_var, float8[] previous_state, float8[] layer_sizes, float8 learning_rate_init, integer activation, integer is_classification, float8 weight, float8[] warm_start_coeff, float8 lambda, integer batch_size, integer n_epochs, integer opt_code, float8 rho, float8 beta1, float8 beta2, float8 eps)</td></tr> |
| <tr class="separator:a053e4ab4164cd95a4a6f22294053998a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab131a5383e05cc40207874a586394323"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#ab131a5383e05cc40207874a586394323">mlp_igd_merge</a> (float8[] state1, float8[] state2)</td></tr> |
| <tr class="separator:ab131a5383e05cc40207874a586394323"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab0f74b98d0fe97d8c89a7777f40fc9f2"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#ab0f74b98d0fe97d8c89a7777f40fc9f2">mlp_igd_final</a> (float8[] state)</td></tr> |
| <tr class="separator:ab0f74b98d0fe97d8c89a7777f40fc9f2"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4ee983290b6936743645df606ce0b8ba"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a4ee983290b6936743645df606ce0b8ba">mlp_minibatch_merge</a> (float8[] state1, float8[] state2)</td></tr> |
| <tr class="separator:a4ee983290b6936743645df606ce0b8ba"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a78190aceb28796d29e3dffc6241b3f55"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a78190aceb28796d29e3dffc6241b3f55">mlp_minibatch_final</a> (float8[] state)</td></tr> |
| <tr class="separator:a78190aceb28796d29e3dffc6241b3f55"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:afd7f60fbdef27a1e2e0daecbbd942c6f"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#afd7f60fbdef27a1e2e0daecbbd942c6f">mlp_alr_merge</a> (float8[] state1, float8[] state2)</td></tr> |
| <tr class="separator:afd7f60fbdef27a1e2e0daecbbd942c6f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:adc705239264c8592accb69acfa25a52a"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#adc705239264c8592accb69acfa25a52a">mlp_alr_final</a> (float8[] state)</td></tr> |
| <tr class="separator:adc705239264c8592accb69acfa25a52a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a01b8c82aaec038e0bd9d5bd208e23f9f"><td class="memItemLeft" align="right" valign="top">aggregate float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a01b8c82aaec038e0bd9d5bd208e23f9f">mlp_igd_step</a> (float8[], float8[], float8[], float8[], float8, integer, integer, float8, float8[], float8, float8, boolean)</td></tr> |
| <tr class="separator:a01b8c82aaec038e0bd9d5bd208e23f9f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5933f1c1f2c41ce92578f67426f69456"><td class="memItemLeft" align="right" valign="top">aggregate float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a5933f1c1f2c41ce92578f67426f69456">mlp_minibatch_step</a> (float8[], float8[], float8[], float8[], float8, integer, integer, float8, float8[], float8, integer, integer, float8, boolean)</td></tr> |
| <tr class="separator:a5933f1c1f2c41ce92578f67426f69456"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a1eb1b944ab7e0d90ee1a7d6901785b18"><td class="memItemLeft" align="right" valign="top">aggregate float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a1eb1b944ab7e0d90ee1a7d6901785b18">mlp_alr_step</a> (float8[], float8[], float8[], float8[], float8, integer, integer, float8, float8[], float8, integer, integer, integer, float8, float8, float8, float8)</td></tr> |
| <tr class="separator:a1eb1b944ab7e0d90ee1a7d6901785b18"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae14405393c46de803ff1c0e11e85fdfb"><td class="memItemLeft" align="right" valign="top">float8 </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#ae14405393c46de803ff1c0e11e85fdfb">internal_mlp_igd_distance</a> (float8[] state1, float8[] state2)</td></tr> |
| <tr class="separator:ae14405393c46de803ff1c0e11e85fdfb"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a06a6308d58b039b6ae316fdfb9478a46"><td class="memItemLeft" align="right" valign="top">mlp_result </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a06a6308d58b039b6ae316fdfb9478a46">internal_mlp_igd_result</a> (float8[] state)</td></tr> |
| <tr class="separator:a06a6308d58b039b6ae316fdfb9478a46"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a603a8dd9a3129e7c959453d6a01cee5b"><td class="memItemLeft" align="right" valign="top">mlp_result </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a603a8dd9a3129e7c959453d6a01cee5b">internal_mlp_minibatch_result</a> (float8[] state)</td></tr> |
| <tr class="separator:a603a8dd9a3129e7c959453d6a01cee5b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae42e0deae61ddd5efb205bb88661ff57"><td class="memItemLeft" align="right" valign="top">mlp_result </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#ae42e0deae61ddd5efb205bb88661ff57">internal_mlp_alr_result</a> (float8[] state)</td></tr> |
| <tr class="separator:ae42e0deae61ddd5efb205bb88661ff57"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a73d39f7b6dd12112d080e5ab851e5f53"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a73d39f7b6dd12112d080e5ab851e5f53">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights, boolean warm_start, boolean verbose, varchar grouping_col)</td></tr> |
| <tr class="separator:a73d39f7b6dd12112d080e5ab851e5f53"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0745971ef78379d5e0a6f59a1e084d3b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a0745971ef78379d5e0a6f59a1e084d3b">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights, boolean warm_start, boolean verbose, varchar grouping_col)</td></tr> |
| <tr class="separator:a0745971ef78379d5e0a6f59a1e084d3b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4f787c902c3a5e656b387a688f262acb"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a4f787c902c3a5e656b387a688f262acb">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights, boolean warm_start, boolean verbose)</td></tr> |
| <tr class="separator:a4f787c902c3a5e656b387a688f262acb"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af520b5c8c8c737fc23ceb529610dd86b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#af520b5c8c8c737fc23ceb529610dd86b">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights, boolean warm_start)</td></tr> |
| <tr class="separator:af520b5c8c8c737fc23ceb529610dd86b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0daa7903ff719803b581aad045101344"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a0daa7903ff719803b581aad045101344">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights)</td></tr> |
| <tr class="separator:a0daa7903ff719803b581aad045101344"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a15c117bcf75101b7aec2fbecf7f851b5"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a15c117bcf75101b7aec2fbecf7f851b5">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation)</td></tr> |
| <tr class="separator:a15c117bcf75101b7aec2fbecf7f851b5"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5d28bb79f649ab9e3d376bcbdf65f024"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a5d28bb79f649ab9e3d376bcbdf65f024">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params)</td></tr> |
| <tr class="separator:a5d28bb79f649ab9e3d376bcbdf65f024"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa5ae594dad6af4eee8aa2e89fc1fc63c"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#aa5ae594dad6af4eee8aa2e89fc1fc63c">mlp_classification</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes)</td></tr> |
| <tr class="separator:aa5ae594dad6af4eee8aa2e89fc1fc63c"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae5043f0cfce81a69ae0db7f2c8c4a230"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#ae5043f0cfce81a69ae0db7f2c8c4a230">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights, boolean warm_start, boolean verbose)</td></tr> |
| <tr class="separator:ae5043f0cfce81a69ae0db7f2c8c4a230"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa22e20ac82a36d5c8f34d1687500cc47"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#aa22e20ac82a36d5c8f34d1687500cc47">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights, boolean warm_start)</td></tr> |
| <tr class="separator:aa22e20ac82a36d5c8f34d1687500cc47"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a9732da677f1cfd6d1997c3a786e578f3"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a9732da677f1cfd6d1997c3a786e578f3">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation, varchar weights)</td></tr> |
| <tr class="separator:a9732da677f1cfd6d1997c3a786e578f3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a47b00ac83ea4849f984d9f71bce288f1"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a47b00ac83ea4849f984d9f71bce288f1">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params, varchar activation)</td></tr> |
| <tr class="separator:a47b00ac83ea4849f984d9f71bce288f1"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4f96e5b5b480023923db16bbd3a7c158"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a4f96e5b5b480023923db16bbd3a7c158">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes, varchar optimizer_params)</td></tr> |
| <tr class="separator:a4f96e5b5b480023923db16bbd3a7c158"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:afa76bcdc0ea92342f65f9428dc1c51f6"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#afa76bcdc0ea92342f65f9428dc1c51f6">mlp_regression</a> (varchar source_table, varchar output_table, varchar independent_varname, varchar dependent_varname, integer[] hidden_layer_sizes)</td></tr> |
| <tr class="separator:afa76bcdc0ea92342f65f9428dc1c51f6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a98a7cda6f3fb5ed9734f4838e1c42488"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a98a7cda6f3fb5ed9734f4838e1c42488">mlp_predict</a> (varchar model_table, varchar data_table, varchar id_col_name, varchar output_table, varchar pred_type)</td></tr> |
| <tr class="separator:a98a7cda6f3fb5ed9734f4838e1c42488"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa90ab3d6f541a7d5eb8cb7c8a0083c3a"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#aa90ab3d6f541a7d5eb8cb7c8a0083c3a">internal_predict_mlp</a> (float8[] coeff, float8[] independent_varname, float8 is_classification, float8 activation, float8[] layer_sizes, integer is_response, float8[] x_means, float8[] x_stds, integer array_dep_var_for_classification)</td></tr> |
| <tr class="separator:aa90ab3d6f541a7d5eb8cb7c8a0083c3a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa576fa10b9b5c7e555d8037b07f49d07"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#aa576fa10b9b5c7e555d8037b07f49d07">mlp_classification</a> (text message)</td></tr> |
| <tr class="separator:aa576fa10b9b5c7e555d8037b07f49d07"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0e264a5be29f84c6dd2ab74cafa821e6"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a0e264a5be29f84c6dd2ab74cafa821e6">mlp_classification</a> ()</td></tr> |
| <tr class="separator:a0e264a5be29f84c6dd2ab74cafa821e6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af3b4c5961aee9cbd73fb3659a6e71a6c"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#af3b4c5961aee9cbd73fb3659a6e71a6c">mlp_regression</a> (text message)</td></tr> |
| <tr class="separator:af3b4c5961aee9cbd73fb3659a6e71a6c"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a35b3d56f14169bab8a9b93ad4234786b"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a35b3d56f14169bab8a9b93ad4234786b">mlp_regression</a> ()</td></tr> |
| <tr class="separator:a35b3d56f14169bab8a9b93ad4234786b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a08142d48d68b51e0d5e8408f4bc2adf8"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a08142d48d68b51e0d5e8408f4bc2adf8">mlp_predict</a> (text message)</td></tr> |
| <tr class="separator:a08142d48d68b51e0d5e8408f4bc2adf8"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:abd5aaa58d22cc31fdbca80f70b018b70"><td class="memItemLeft" align="right" valign="top">text </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#abd5aaa58d22cc31fdbca80f70b018b70">mlp_predict</a> ()</td></tr> |
| <tr class="separator:abd5aaa58d22cc31fdbca80f70b018b70"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at</p> |
| <p><a href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a></p> |
| <p>Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.</p> |
| <dl class="section date"><dt>Date</dt><dd>June 2012 </dd></dl> |
| </div><h2 class="groupheader">Function Documentation</h2> |
| <a id="ae42e0deae61ddd5efb205bb88661ff57"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ae42e0deae61ddd5efb205bb88661ff57">◆ </a></span>internal_mlp_alr_result()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">mlp_result internal_mlp_alr_result </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 id="ae14405393c46de803ff1c0e11e85fdfb"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ae14405393c46de803ff1c0e11e85fdfb">◆ </a></span>internal_mlp_igd_distance()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 internal_mlp_igd_distance </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 id="a06a6308d58b039b6ae316fdfb9478a46"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a06a6308d58b039b6ae316fdfb9478a46">◆ </a></span>internal_mlp_igd_result()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">mlp_result internal_mlp_igd_result </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 id="a603a8dd9a3129e7c959453d6a01cee5b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a603a8dd9a3129e7c959453d6a01cee5b">◆ </a></span>internal_mlp_minibatch_result()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">mlp_result internal_mlp_minibatch_result </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 id="aa90ab3d6f541a7d5eb8cb7c8a0083c3a"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aa90ab3d6f541a7d5eb8cb7c8a0083c3a">◆ </a></span>internal_predict_mlp()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] internal_predict_mlp </td> |
| <td>(</td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>coeff</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>is_classification</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>is_response</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>x_means</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>x_stds</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>array_dep_var_for_classification</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="adc705239264c8592accb69acfa25a52a"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#adc705239264c8592accb69acfa25a52a">◆ </a></span>mlp_alr_final()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_alr_final </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 id="afd7f60fbdef27a1e2e0daecbbd942c6f"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#afd7f60fbdef27a1e2e0daecbbd942c6f">◆ </a></span>mlp_alr_merge()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_alr_merge </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 id="a1eb1b944ab7e0d90ee1a7d6901785b18"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a1eb1b944ab7e0d90ee1a7d6901785b18">◆ </a></span>mlp_alr_step()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate float8 [] mlp_alr_step </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">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">float8 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </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">float8 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </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">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 id="a053e4ab4164cd95a4a6f22294053998a"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a053e4ab4164cd95a4a6f22294053998a">◆ </a></span>mlp_alr_transition()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_alr_transition </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>ind_var</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>dep_var</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>previous_state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>learning_rate_init</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>is_classification</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>weight</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>warm_start_coeff</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>lambda</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>batch_size</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>n_epochs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>opt_code</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>rho</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>beta1</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>beta2</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>eps</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a73d39f7b6dd12112d080e5ab851e5f53"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a73d39f7b6dd12112d080e5ab851e5f53">◆ </a></span>mlp_classification() <span class="overload">[1/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>warm_start</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>verbose</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>grouping_col</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a4f787c902c3a5e656b387a688f262acb"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a4f787c902c3a5e656b387a688f262acb">◆ </a></span>mlp_classification() <span class="overload">[2/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>warm_start</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>verbose</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="af520b5c8c8c737fc23ceb529610dd86b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#af520b5c8c8c737fc23ceb529610dd86b">◆ </a></span>mlp_classification() <span class="overload">[3/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>warm_start</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a0daa7903ff719803b581aad045101344"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a0daa7903ff719803b581aad045101344">◆ </a></span>mlp_classification() <span class="overload">[4/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a15c117bcf75101b7aec2fbecf7f851b5"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a15c117bcf75101b7aec2fbecf7f851b5">◆ </a></span>mlp_classification() <span class="overload">[5/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a5d28bb79f649ab9e3d376bcbdf65f024"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a5d28bb79f649ab9e3d376bcbdf65f024">◆ </a></span>mlp_classification() <span class="overload">[6/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="aa5ae594dad6af4eee8aa2e89fc1fc63c"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aa5ae594dad6af4eee8aa2e89fc1fc63c">◆ </a></span>mlp_classification() <span class="overload">[7/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="aa576fa10b9b5c7e555d8037b07f49d07"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aa576fa10b9b5c7e555d8037b07f49d07">◆ </a></span>mlp_classification() <span class="overload">[8/9]</span></h2> |
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| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">text mlp_classification </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>message</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a0e264a5be29f84c6dd2ab74cafa821e6"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a0e264a5be29f84c6dd2ab74cafa821e6">◆ </a></span>mlp_classification() <span class="overload">[9/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">text mlp_classification </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="ab0f74b98d0fe97d8c89a7777f40fc9f2"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ab0f74b98d0fe97d8c89a7777f40fc9f2">◆ </a></span>mlp_igd_final()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_igd_final </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 id="ab131a5383e05cc40207874a586394323"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ab131a5383e05cc40207874a586394323">◆ </a></span>mlp_igd_merge()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_igd_merge </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 id="a01b8c82aaec038e0bd9d5bd208e23f9f"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a01b8c82aaec038e0bd9d5bd208e23f9f">◆ </a></span>mlp_igd_step()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate float8 [] mlp_igd_step </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">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">float8 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </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">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">boolean </td> |
| <td class="paramname"> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a591b8f7eb778fc57000ff2618fb90b6b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a591b8f7eb778fc57000ff2618fb90b6b">◆ </a></span>mlp_igd_transition()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_igd_transition </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>ind_var</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>dep_var</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>previous_state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>learning_rate_init</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>is_classification</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>weight</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>warm_start_coeff</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>lambda</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>momentum</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>is_nesterov</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a78190aceb28796d29e3dffc6241b3f55"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a78190aceb28796d29e3dffc6241b3f55">◆ </a></span>mlp_minibatch_final()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_minibatch_final </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 id="a4ee983290b6936743645df606ce0b8ba"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a4ee983290b6936743645df606ce0b8ba">◆ </a></span>mlp_minibatch_merge()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_minibatch_merge </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 id="a5933f1c1f2c41ce92578f67426f69456"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a5933f1c1f2c41ce92578f67426f69456">◆ </a></span>mlp_minibatch_step()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">aggregate float8 [] mlp_minibatch_step </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">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">float8 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </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">float8 </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname">, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </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">boolean </td> |
| <td class="paramname"> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="aba6da28d2565175ea81f50e735239eaa"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aba6da28d2565175ea81f50e735239eaa">◆ </a></span>mlp_minibatch_transition()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">float8 [] mlp_minibatch_transition </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>ind_var</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>dep_var</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>previous_state</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>learning_rate_init</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>is_classification</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>weight</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 [] </td> |
| <td class="paramname"><em>warm_start_coeff</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>lambda</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>batch_size</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>n_epochs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">float8 </td> |
| <td class="paramname"><em>momentum</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>is_nesterov</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a98a7cda6f3fb5ed9734f4838e1c42488"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a98a7cda6f3fb5ed9734f4838e1c42488">◆ </a></span>mlp_predict() <span class="overload">[1/3]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_predict </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>model_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>data_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>id_col_name</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>pred_type</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a08142d48d68b51e0d5e8408f4bc2adf8"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a08142d48d68b51e0d5e8408f4bc2adf8">◆ </a></span>mlp_predict() <span class="overload">[2/3]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">text mlp_predict </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>message</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="abd5aaa58d22cc31fdbca80f70b018b70"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#abd5aaa58d22cc31fdbca80f70b018b70">◆ </a></span>mlp_predict() <span class="overload">[3/3]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">text mlp_predict </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a0745971ef78379d5e0a6f59a1e084d3b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a0745971ef78379d5e0a6f59a1e084d3b">◆ </a></span>mlp_regression() <span class="overload">[1/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>warm_start</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>verbose</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>grouping_col</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="ae5043f0cfce81a69ae0db7f2c8c4a230"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ae5043f0cfce81a69ae0db7f2c8c4a230">◆ </a></span>mlp_regression() <span class="overload">[2/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>warm_start</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>verbose</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="aa22e20ac82a36d5c8f34d1687500cc47"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aa22e20ac82a36d5c8f34d1687500cc47">◆ </a></span>mlp_regression() <span class="overload">[3/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">boolean </td> |
| <td class="paramname"><em>warm_start</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a9732da677f1cfd6d1997c3a786e578f3"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a9732da677f1cfd6d1997c3a786e578f3">◆ </a></span>mlp_regression() <span class="overload">[4/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>weights</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a47b00ac83ea4849f984d9f71bce288f1"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a47b00ac83ea4849f984d9f71bce288f1">◆ </a></span>mlp_regression() <span class="overload">[5/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>activation</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a4f96e5b5b480023923db16bbd3a7c158"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a4f96e5b5b480023923db16bbd3a7c158">◆ </a></span>mlp_regression() <span class="overload">[6/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>optimizer_params</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="afa76bcdc0ea92342f65f9428dc1c51f6"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#afa76bcdc0ea92342f65f9428dc1c51f6">◆ </a></span>mlp_regression() <span class="overload">[7/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>independent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">varchar </td> |
| <td class="paramname"><em>dependent_varname</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer [] </td> |
| <td class="paramname"><em>hidden_layer_sizes</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="af3b4c5961aee9cbd73fb3659a6e71a6c"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#af3b4c5961aee9cbd73fb3659a6e71a6c">◆ </a></span>mlp_regression() <span class="overload">[8/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">text mlp_regression </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>message</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a35b3d56f14169bab8a9b93ad4234786b"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a35b3d56f14169bab8a9b93ad4234786b">◆ </a></span>mlp_regression() <span class="overload">[9/9]</span></h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">text mlp_regression </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
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