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I am trying to upload my dataset(SWELL-KW) instead of MNIST in "Hybrid quantum-classical Neural Networks with PyTorch and Qiskit" provided by IBM qiskit but it says "AttributeError: module 'torchvision.datasets' has no attribute 'SWELL'. I could not find the dataset in torch vision. Is that the reason? If I try to give the path of dataset which is on my system, it indicates unicode error. Thank You.

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Yes, since the dataset does not exist in torchvision, trying to load it through torchvision will produce this error. Instead, save your SWELL-KW dataset as a .csv file, read it in, and convert the train/test data vectors, and labels each as their own PyTorch tensor.

For example, let's say I have my own custom dataset that consists of coordinate pairs and associated labels. I save the data into a file myData.csv such that the first column contains the x-coordinates, the second column contains the y-coordinates and the third column contains the labels. First, we load data row by row,

import csv
import torch
Xs = []
Ys = []

with open('myData.csv', mode ='r') as data:
    csvFile = csv.reader(data)
    for row in csvFile:
        Xs.append([float(row[0]), float(row[1])])
        Ys.append(float(row[2]))

and then we convert each of our lists to PyTorch tensors,

X_tensor = torch.FloatTensor(Xs)
Y_tensor = torch.FloatTensor(Ys)

Your data is now ready to use. For more complex datasets or specific use cases you may need to create a custom dataset class.

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  • $\begingroup$ Thank you. But since I am a beginner, please let me know how do I convert the dataset into pytorch tensor after reading the dataset using pd.read_csv()? I have a train and test data csv files on the system. I am trying to upload my dataset. what could be the steps? [![enter image description here][1]][1] [![enter image description here][2]][2] [1]: i.stack.imgur.com/Lq8PR.png [2]: i.stack.imgur.com/gkCFp.png $\endgroup$ – user14924 Apr 2 at 14:30
  • $\begingroup$ Sure, let me know if my latest edit helps. $\endgroup$ – rjh324 Apr 2 at 16:29
  • $\begingroup$ Thank you so much for the answer. I understood now. $\endgroup$ – user14924 Apr 3 at 6:09
  • $\begingroup$ Awesome! If your question resolved could you do me a favor and check-mark the answer? Thanks! $\endgroup$ – rjh324 Apr 3 at 15:35

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