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AE model #1

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@YanhaoZhang

Thanks a lot for your work for this pytorch version. This is really helpful for me. One quick question. I am wondering if the code here should be self.n2(lat)? My understanding is that n2 denotes the phi in the paper. Thanks.

    def predict_eigs(self, x):
        lat = self.encoder(x)
        return self.n2(lat)

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