This commit is contained in:
wassname
2020-10-29 12:24:36 +08:00
parent 4cbc7b4073
commit 7525eb6949
+60 -1
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@@ -5,7 +5,66 @@ Using sequence to sequence interfaces for timeseries regression
<img src="reports/figures/Seq2Seq for regression.png" />
<table border="1" class="dataframe">
<thead>
<tr style="text-align: right;">
<th></th>
<th>BaselineLast</th>
<th>RANP</th>
<th>LSTM</th>
<th>LSTMSeq2Seq</th>
<th>TransformerSeq2Seq</th>
<th>TransformerProcess</th>
</tr>
</thead>
<tbody>
<tr>
<th>IMOSCurrentsVel</th>
<td>1.63</td>
<td>23.31</td>
<td>19.44</td>
<td>14.52</td>
<td>46.98</td>
<td>7.35</td>
</tr>
<tr>
<th>BejingPM25</th>
<td>1.71</td>
<td>1.48</td>
<td>1.41</td>
<td>1.39</td>
<td>2.86</td>
<td>1.44</td>
</tr>
<tr>
<th>GasSensor</th>
<td>1.88</td>
<td>-2.24</td>
<td>16.40</td>
<td>-1.53</td>
<td>NaN</td>
<td>0.63</td>
</tr>
<tr>
<th>AppliancesEnergyPrediction</th>
<td>1.56</td>
<td>1.31</td>
<td>1.94</td>
<td>1.57</td>
<td>2.33</td>
<td>1.08</td>
</tr>
<tr>
<th>MetroInterstateTraffic</th>
<td>1.76</td>
<td>-0.27</td>
<td>-0.17</td>
<td>-0.25</td>
<td>4.15</td>
<td>-0.27</td>
</tr>
</tbody>
</table>
Project Organization
------------