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@twiecki
Last active September 15, 2015 14:07
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<html>
<table id="comparetable" class="clean">
<tr>
<td class="blank"> </td>
<th>Machine Learning</th>
<th>Frequentist<br>Statistics</th>
<th>Probabilistic<br>Programming</th>
</tr>
<tr>
<td class="rowTitle">Prediction</td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
<td><img src='/img/addRedX.png' alt='icon' /></td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
</tr>
<tr>
<td class="rowTitle">Insight</td>
<td><img src='/img/addRedX.png' alt='icon' /></td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
</tr>
<tr>
<td class="rowTitle">Uncertainty</td>
<td><img src='/img/addRedX.png' alt='icon' /></td>
<td><img src='/img/addExclamation2.png' alt='icon' /></td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
</tr>
<tr>
<td class="rowTitle">Assumptions on data</td>
<td>Few / inferred</td>
<td>Strict and implicit</td>
<td>Custom and explicit</td>
</tr>
<tr>
<td class="rowTitle">Model construction</td>
<td>Math</td>
<td>Math</td>
<td>Code</td>
</tr>
<tr>
<td class="rowTitle">Inference procedure</td>
<td>Tied to model</td>
<td>Tied to model</td>
<td>General</td>
</tr>
<tr>
<td class="rowTitle">Speed/Scalability</td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
<td><img src='/img/addCheck.png' alt='icon' /></td>
<td><img src='/img/addRedX.png' alt='icon' /></td>
</tr>
</table>
</html>
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