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Overview of the AE structure for genotype imputation. The input is the fake missing SNPs with one-hot encoding and the output is the probability of the imputed SNPs. The six consecutive 1D convolutional layers have 32, 64, 128, 64, 32, and 4 filters, respectively. All of them have a filter size of five and L1 regularization factor of 0.0001.
