AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models

William E. Carson, Austin Talbot, David Carlson

Deep autoencoders are often extended with a supervised or adversarial loss to learn latent representations with desirable properties, such as greater predictivity of labels and out…