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actions-user committed Sep 22, 2023
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126 changes: 63 additions & 63 deletions Python/_images/articles_pdstoolsv3_16_0.svg
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1,344 changes: 672 additions & 672 deletions Python/articles/ADMExplained.html

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Original file line number Diff line number Diff line change
@@ -351,7 +351,7 @@ <h2>Input data<a class="headerlink" href="#Input-data" title="Link to this headi
text-align: right;
}
</style>
<small>shape: (7, 7)</small><table border="1" class="dataframe"><thead><tr><th>PREDICTOR_0</th><th>filename</th><th>PREDICTOR_2</th><th>PREDICTOR_3</th><th>Context_Name</th><th>IH_PREDICTOR_0</th><th>Decision_Outcome</th></tr><tr><td>str</td><td>str</td><td>f64</td><td>str</td><td>str</td><td>str</td><td>bool</td></tr></thead><tbody><tr><td>&quot;14336737299303…</td><td>&quot;../../../../da…</td><td>1.2927e19</td><td>&quot;69217977927239…</td><td>&quot;13610174356200…</td><td>&quot;13002889636067…</td><td>false</td></tr><tr><td>&quot;16306038951534…</td><td>&quot;../../../../da…</td><td>1.4856e19</td><td>&quot;34981408658821…</td><td>&quot;13610174356200…</td><td>&quot;15957769775016…</td><td>true</td></tr><tr><td>&quot;16325995777112…</td><td>&quot;../../../../da…</td><td>5.6458e17</td><td>&quot;13663255640684…</td><td>&quot;49720179974435…</td><td>&quot;13002889636067…</td><td>false</td></tr><tr><td>&quot;54164188308987…</td><td>&quot;../../../../da…</td><td>4.0723e18</td><td>&quot;34981408658821…</td><td>&quot;79099256380439…</td><td>&quot;13002889636067…</td><td>false</td></tr><tr><td>&quot;51155595641267…</td><td>&quot;../../../../da…</td><td>1.4677e19</td><td>&quot;69217977927239…</td><td>&quot;79099256380439…</td><td>&quot;52786108153847…</td><td>true</td></tr><tr><td>&quot;11399637419097…</td><td>&quot;../../../../da…</td><td>1.6330e19</td><td>&quot;13663255640684…</td><td>&quot;18092779239219…</td><td>null</td><td>false</td></tr><tr><td>&quot;51230081897379…</td><td>&quot;../../../../da…</td><td>8.7675e18</td><td>&quot;13663255640684…</td><td>&quot;79099256380439…</td><td>&quot;52786108153847…</td><td>false</td></tr></tbody></table></div></div>
<small>shape: (7, 7)</small><table border="1" class="dataframe"><thead><tr><th>PREDICTOR_0</th><th>filename</th><th>PREDICTOR_2</th><th>PREDICTOR_3</th><th>Context_Name</th><th>IH_PREDICTOR_0</th><th>Decision_Outcome</th></tr><tr><td>str</td><td>str</td><td>f64</td><td>str</td><td>str</td><td>str</td><td>bool</td></tr></thead><tbody><tr><td>&quot;75637911699970…</td><td>&quot;../../../../da…</td><td>1.2927e19</td><td>&quot;13669925026803…</td><td>&quot;47721421563518…</td><td>&quot;17677253543433…</td><td>false</td></tr><tr><td>&quot;10706846025621…</td><td>&quot;../../../../da…</td><td>1.4856e19</td><td>&quot;96868711387890…</td><td>&quot;47721421563518…</td><td>&quot;14629200209930…</td><td>true</td></tr><tr><td>&quot;17013778720464…</td><td>&quot;../../../../da…</td><td>5.6458e17</td><td>&quot;10478570846839…</td><td>&quot;10876764037856…</td><td>&quot;17677253543433…</td><td>false</td></tr><tr><td>&quot;32495227445521…</td><td>&quot;../../../../da…</td><td>4.0723e18</td><td>&quot;96868711387890…</td><td>&quot;86065680383664…</td><td>&quot;17677253543433…</td><td>false</td></tr><tr><td>&quot;55513510678997…</td><td>&quot;../../../../da…</td><td>1.4677e19</td><td>&quot;13669925026803…</td><td>&quot;86065680383664…</td><td>&quot;64341157878450…</td><td>true</td></tr><tr><td>&quot;13787012272845…</td><td>&quot;../../../../da…</td><td>1.6330e19</td><td>&quot;10478570846839…</td><td>&quot;69897137468458…</td><td>null</td><td>false</td></tr><tr><td>&quot;79849999649325…</td><td>&quot;../../../../da…</td><td>8.7675e18</td><td>&quot;10478570846839…</td><td>&quot;86065680383664…</td><td>&quot;64341157878450…</td><td>false</td></tr></tbody></table></div></div>
</div>
<p>To trace back the columns to their original names, the class also contains a mapping, which does not have to be provided.</p>
<div class="nbinput docutils container">
@@ -448,7 +448,7 @@ <h2>Configs<a class="headerlink" href="#Configs" title="Link to this heading">#<
text-align: right;
}
</style>
<small>shape: (7, 7)</small><table border="1" class="dataframe"><thead><tr><th>PREDICTOR_0</th><th>filename</th><th>PREDICTOR_2</th><th>PREDICTOR_3</th><th>Context_Name</th><th>IH_Web_Inbound_Accepted_pxLastGroupID</th><th>Decision_Outcome</th></tr><tr><td>str</td><td>str</td><td>f64</td><td>str</td><td>str</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;16606175969325…</td><td>&quot;../../../../da…</td><td>1.2927e19</td><td>&quot;86050135458531…</td><td>&quot;FirstMortgage3…</td><td>&quot;52158912173824…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;48989449425371…</td><td>&quot;../../../../da…</td><td>1.4856e19</td><td>&quot;53802500056944…</td><td>&quot;FirstMortgage3…</td><td>&quot;40005535483459…</td><td>&quot;Accepted&quot;</td></tr><tr><td>&quot;73936259108684…</td><td>&quot;../../../../da…</td><td>5.6458e17</td><td>&quot;11416644921693…</td><td>&quot;MoneyMarketSav…</td><td>&quot;52158912173824…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;41218805354321…</td><td>&quot;../../../../da…</td><td>4.0723e18</td><td>&quot;53802500056944…</td><td>&quot;BasicChecking&quot;</td><td>&quot;52158912173824…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;46153581794986…</td><td>&quot;../../../../da…</td><td>1.4677e19</td><td>&quot;86050135458531…</td><td>&quot;BasicChecking&quot;</td><td>&quot;60474798080983…</td><td>&quot;Accepted&quot;</td></tr><tr><td>&quot;70232526135233…</td><td>&quot;../../../../da…</td><td>1.6330e19</td><td>&quot;11416644921693…</td><td>&quot;UPlusFinPerson…</td><td>null</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;50809932004242…</td><td>&quot;../../../../da…</td><td>8.7675e18</td><td>&quot;11416644921693…</td><td>&quot;BasicChecking&quot;</td><td>&quot;60474798080983…</td><td>&quot;Rejected&quot;</td></tr></tbody></table></div></div>
<small>shape: (7, 7)</small><table border="1" class="dataframe"><thead><tr><th>PREDICTOR_0</th><th>filename</th><th>PREDICTOR_2</th><th>PREDICTOR_3</th><th>Context_Name</th><th>IH_Web_Inbound_Accepted_pxLastGroupID</th><th>Decision_Outcome</th></tr><tr><td>str</td><td>str</td><td>f64</td><td>str</td><td>str</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;14465027989772…</td><td>&quot;../../../../da…</td><td>1.2927e19</td><td>&quot;12837118204749…</td><td>&quot;FirstMortgage3…</td><td>&quot;42742600268414…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;15864797487647…</td><td>&quot;../../../../da…</td><td>1.4856e19</td><td>&quot;13038335467387…</td><td>&quot;FirstMortgage3…</td><td>&quot;16968007675717…</td><td>&quot;Accepted&quot;</td></tr><tr><td>&quot;11312459237682…</td><td>&quot;../../../../da…</td><td>5.6458e17</td><td>&quot;12899434046411…</td><td>&quot;MoneyMarketSav…</td><td>&quot;42742600268414…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;11254416262543…</td><td>&quot;../../../../da…</td><td>4.0723e18</td><td>&quot;13038335467387…</td><td>&quot;BasicChecking&quot;</td><td>&quot;42742600268414…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;68822884280512…</td><td>&quot;../../../../da…</td><td>1.4677e19</td><td>&quot;12837118204749…</td><td>&quot;BasicChecking&quot;</td><td>&quot;82751290886829…</td><td>&quot;Accepted&quot;</td></tr><tr><td>&quot;13532627541031…</td><td>&quot;../../../../da…</td><td>1.6330e19</td><td>&quot;12899434046411…</td><td>&quot;UPlusFinPerson…</td><td>null</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;47735001256021…</td><td>&quot;../../../../da…</td><td>8.7675e18</td><td>&quot;12899434046411…</td><td>&quot;BasicChecking&quot;</td><td>&quot;82751290886829…</td><td>&quot;Rejected&quot;</td></tr></tbody></table></div></div>
</div>
<p>The configs can also be written and read as such:</p>
<div class="nbinput nblast docutils container">
@@ -479,7 +479,7 @@ <h2>Configs<a class="headerlink" href="#Configs" title="Link to this heading">#<
text-align: right;
}
</style>
<small>shape: (7, 7)</small><table border="1" class="dataframe"><thead><tr><th>PREDICTOR_0</th><th>filename</th><th>PREDICTOR_2</th><th>PREDICTOR_3</th><th>Context_Name</th><th>IH_Web_Inbound_Accepted_pxLastGroupID</th><th>Decision_Outcome</th></tr><tr><td>str</td><td>str</td><td>f64</td><td>str</td><td>str</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>&quot;13900848103644…</td><td>&quot;../../../../da…</td><td>1.2927e19</td><td>&quot;10915645239905…</td><td>&quot;FirstMortgage3…</td><td>&quot;82981218542419…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;79855234553166…</td><td>&quot;../../../../da…</td><td>1.4856e19</td><td>&quot;12025900207842…</td><td>&quot;FirstMortgage3…</td><td>&quot;55031406841984…</td><td>&quot;Accepted&quot;</td></tr><tr><td>&quot;11915403097034…</td><td>&quot;../../../../da…</td><td>5.6458e17</td><td>&quot;30855713155062…</td><td>&quot;MoneyMarketSav…</td><td>&quot;82981218542419…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;11681093620698…</td><td>&quot;../../../../da…</td><td>4.0723e18</td><td>&quot;12025900207842…</td><td>&quot;BasicChecking&quot;</td><td>&quot;82981218542419…</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;43179915290136…</td><td>&quot;../../../../da…</td><td>1.4677e19</td><td>&quot;10915645239905…</td><td>&quot;BasicChecking&quot;</td><td>&quot;34207304308224…</td><td>&quot;Accepted&quot;</td></tr><tr><td>&quot;81483321853145…</td><td>&quot;../../../../da…</td><td>1.6330e19</td><td>&quot;30855713155062…</td><td>&quot;UPlusFinPerson…</td><td>null</td><td>&quot;Rejected&quot;</td></tr><tr><td>&quot;51471146324585…</td><td>&quot;../../../../da…</td><td>8.7675e18</td><td>&quot;30855713155062…</td><td>&quot;BasicChecking&quot;</td><td>&quot;34207304308224…</td><td>&quot;Rejected&quot;</td></tr></tbody></table></div></div>
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</div>
</section>
<section id="Exporting">
@@ -538,7 +538,7 @@ <h2>Exporting<a class="headerlink" href="#Exporting" title="Link to this heading
text-align: right;
}
</style>
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</div>
</section>
</section>
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