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Posted to commits@madlib.apache.org by ok...@apache.org on 2017/12/28 22:51:36 UTC
[02/51] [abbrv] [partial] madlib-site git commit: Additional updates
for 1.13 release
http://git-wip-us.apache.org/repos/asf/madlib-site/blob/6c103d3e/docs/v1.13/mlp_8sql__in.html
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+ <div id="projectname">
+ <span id="projectnumber">1.13</span>
+ </div>
+ <div id="projectbrief">User Documentation for MADlib</div>
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+</script>
+<div id="doc-content">
+<!-- window showing the filter options -->
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+ name="MSearchResults" id="MSearchResults">
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+</div>
+
+<div class="header">
+ <div class="summary">
+<a href="#func-members">Functions</a> </div>
+ <div class="headertitle">
+<div class="title">mlp.sql_in File Reference</div> </div>
+</div><!--header-->
+<div class="contents">
+
+<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:a4bb63a77c3a0e466df84a2884a96ef11"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a4bb63a77c3a0e466df84a2884a96ef11">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, boolean warm_start, float8[] warm_start_coeff, float8 lambda)</td></tr>
+<tr class="separator:a4bb63a77c3a0e466df84a2884a96ef11"><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:ae05ef6fea398e9e71d48b93b6149d34d"><td class="memItemLeft" align="right" valign="top">aggregate float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#ae05ef6fea398e9e71d48b93b6149d34d">mlp_igd_step</a> (float8[], float8[], float8[], float8[], float8, integer, integer, float8, boolean, float8[], float8)</td></tr>
+<tr class="separator:ae05ef6fea398e9e71d48b93b6149d34d"><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: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:a2ef5178f31f3c1d8170fc141bc809015"><td class="memItemLeft" align="right" valign="top">float8 [] </td><td class="memItemRight" valign="bottom"><a class="el" href="mlp_8sql__in.html#a2ef5178f31f3c1d8170fc141bc809015">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)</td></tr>
+<tr class="separator:a2ef5178f31f3c1d8170fc141bc809015"><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="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="a2ef5178f31f3c1d8170fc141bc809015"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a2ef5178f31f3c1d8170fc141bc809015">◆ </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></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>
+
+<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="ae05ef6fea398e9e71d48b93b6149d34d"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#ae05ef6fea398e9e71d48b93b6149d34d">◆ </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">boolean </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="a4bb63a77c3a0e466df84a2884a96ef11"></a>
+<h2 class="memtitle"><span class="permalink"><a href="#a4bb63a77c3a0e466df84a2884a96ef11">◆ </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">boolean </td>
+ <td class="paramname"><em>warm_start</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></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>
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