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silab_dda's Issues

Try to avoid not to use 'Try-except' phrase

silab_dda/TDDAdata.py

Lines 91 to 103 in 5f60ace

try:
testloader = DataLoader(test, batch_size=batch_size,
shuffle=shuffle, num_workers=num_workers)
print('Number of examples in train and test dataloaders: train = {}, test = {}.'\
.format(len(trainloader), len(testloader)))
print('Source, target domain data points in train dataloader: {}, {}; test dataloader: {}, {}.'\
.format(src_count[0], tgt_count[0], src_count[1], tgt_count[1]))
return (trainloader, testloader)
except:
print('Number of examples in the dataloader: {}'.format(len(trainloader)))
print('Source, target domain data points in train dataloader: {}, {}.'\
.format(src_count[0], tgt_count[0]))
return trainloader

It might be done by checking whether 'self.split' == 0

name the chunk of data as a new variable for better visibility

silab_dda/TDDAdata.py

Lines 112 to 114 in 5f60ace

if self.rpm:
sr_train, sr_test, sr_y_train, sr_y_test = train_test_split(self.data[0][:,:self.data[0][0,:].shape[0]-2],\
self.data[0][:,self.data[0][0,:].shape[0]-2:self.data[0][0,:].shape[0]], test_size=1-self.split) 

a = self.data[0][:,:self.data[0][0,:].shape[0]-2]
b = self.data[0][:,self.data[0][0,:].shape[0]-2:self.data[0][0,:].shape[0]]

Understanding what a and b refer to is so harsh to me :(

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