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deploy: f1c7818
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jerrylin96 committed Nov 12, 2023
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2 changes: 1 addition & 1 deletion _sources/demo_notebooks/quickstart_example.ipynb
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Expand Up @@ -118,7 +118,7 @@
"\n",
"$\\beta = {(X_{train}^TX_{train})}^{-1}X_{train}^Ty_{train}$\n",
"\n",
"$\\hat{y} = X_{input}^T \\beta$\n",
"$\\hat{y} = X_{input} \\beta$\n",
"\n",
"where $X_{train}$ and $X_{input}$ correspond to the training data and the input data you would like to inference on, respectively. $X_{train}$ and $X_{input}$ both have a column of ones concatenated to the feature space for the bias.\n"
]
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2 changes: 1 addition & 1 deletion demo_notebooks/quickstart_example.html
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Expand Up @@ -490,7 +490,7 @@ <h2>Train constant prediction model<a class="headerlink" href="#train-constant-p
<section id="train-multiple-linear-regression-model">
<h2>Train multiple linear regression model<a class="headerlink" href="#train-multiple-linear-regression-model" title="Permalink to this heading">#</a></h2>
<p><span class="math notranslate nohighlight">\(\beta = {(X_{train}^TX_{train})}^{-1}X_{train}^Ty_{train}\)</span></p>
<p><span class="math notranslate nohighlight">\(\hat{y} = X_{input}^T \beta\)</span></p>
<p><span class="math notranslate nohighlight">\(\hat{y} = X_{input} \beta\)</span></p>
<p>where <span class="math notranslate nohighlight">\(X_{train}\)</span> and <span class="math notranslate nohighlight">\(X_{input}\)</span> correspond to the training data and the input data you would like to inference on, respectively. <span class="math notranslate nohighlight">\(X_{train}\)</span> and <span class="math notranslate nohighlight">\(X_{input}\)</span> both have a column of ones concatenated to the feature space for the bias.</p>
<section id="adding-bias-unit">
<h3>adding bias unit<a class="headerlink" href="#adding-bias-unit" title="Permalink to this heading">#</a></h3>
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2 changes: 1 addition & 1 deletion searchindex.js

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