Remove deprecated code
The use of Variable() explicitly is deprecated as Autograd now supports tensors directly.
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@ -17,8 +17,8 @@ x = torch.unsqueeze(torch.linspace(-1, 1, 100), dim=1) # x data (tensor), shape
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y = x.pow(2) + 0.2*torch.rand(x.size()) # noisy y data (tensor), shape=(100, 1)
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y = x.pow(2) + 0.2*torch.rand(x.size()) # noisy y data (tensor), shape=(100, 1)
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# torch can only train on Variable, so convert them to Variable
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# torch can only train on Variable, so convert them to Variable
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x, y = Variable(x), Variable(y)
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#x, y = Variable(x), Variable(y)
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#The above code is depricated. Now,autograd directly supports tensors
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# plt.scatter(x.data.numpy(), y.data.numpy())
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# plt.scatter(x.data.numpy(), y.data.numpy())
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# plt.show()
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# plt.show()
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@ -60,4 +60,4 @@ for t in range(100):
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plt.pause(0.1)
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plt.pause(0.1)
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plt.ioff()
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plt.ioff()
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plt.show()
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plt.show()
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