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table
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@@ -5,7 +5,66 @@ Using sequence to sequence interfaces for timeseries regression
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<img src="reports/figures/Seq2Seq for regression.png" />
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<table border="1" class="dataframe">
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<thead>
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<tr style="text-align: right;">
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<th></th>
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<th>BaselineLast</th>
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<th>RANP</th>
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<th>LSTM</th>
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<th>LSTMSeq2Seq</th>
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<th>TransformerSeq2Seq</th>
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<th>TransformerProcess</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th>IMOSCurrentsVel</th>
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<td>1.63</td>
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<td>23.31</td>
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<td>19.44</td>
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<td>14.52</td>
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<td>46.98</td>
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<td>7.35</td>
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</tr>
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<tr>
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<th>BejingPM25</th>
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<td>1.71</td>
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<td>1.48</td>
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<td>1.41</td>
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<td>1.39</td>
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<td>2.86</td>
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<td>1.44</td>
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</tr>
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<tr>
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<th>GasSensor</th>
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<td>1.88</td>
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<td>-2.24</td>
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<td>16.40</td>
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<td>-1.53</td>
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<td>NaN</td>
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<td>0.63</td>
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</tr>
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<tr>
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<th>AppliancesEnergyPrediction</th>
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<td>1.56</td>
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<td>1.31</td>
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<td>1.94</td>
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<td>1.57</td>
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<td>2.33</td>
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<td>1.08</td>
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</tr>
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<tr>
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<th>MetroInterstateTraffic</th>
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<td>1.76</td>
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<td>-0.27</td>
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<td>-0.17</td>
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<td>-0.25</td>
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<td>4.15</td>
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<td>-0.27</td>
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</tr>
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</tbody>
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</table>
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Project Organization
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------------
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