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Feature request: traspose convolution, 1D convolutions, causal convolutions #3

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@pinouchon

In deep learning setup I am experimenting with fancy convolutions, such as transpose conv, 1D and causal.
(For an example of causal conv, see this: https://github.com/locuslab/TCN/blob/ec2ee1038c941a2f56af66915135a1a892043aed/TCN/tcn.py#L6, you shift the input so that it is "centered right" instead of "centered middle").
I would love to have these available for easier experimentation.

But I see that in your readme you already have a long list of features you would like to add, so I may have do write those features myself...

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