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[fix] extend SSTBAN input/output dim from 1 to data dim #401

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[fix] extend SSTBAN input/output dim from 1 to data dim #401

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4 changes: 2 additions & 2 deletions libcity/data/dataset/dataset_subclass/sstban_dataset.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ def seq2instance_plus(data, num_his, num_pred):
y = []
for i in range(num_sample):
x.append(data[i: i + num_his])
y.append(data[i + num_his: i + num_his + num_pred, :, :1])
y.append(data[i + num_his: i + num_his + num_pred])
x = np.array(x)
y = np.array(y)
return x, y
Expand Down Expand Up @@ -73,7 +73,7 @@ def _split_x_y_te(self, data_sets, te_sets):
te = {}
for set_name in data_sets.keys():
data_set = data_sets[set_name]
x, y = seq2instance_plus(data_set[..., :1].astype("float64"), self.input_window, self.output_window)
x, y = seq2instance_plus(data_set[..., :self.output_dim].astype("float64"), self.input_window, self.output_window)
xy[set_name] = [x, y]
# handle te
te_set = te_sets[set_name]
Expand Down