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Diresa - distance-regularized siamese twin autoencoder

Project description

DIRESA

This package contains the following modules:

  1. diresa.models
    • for creating (V)AE and DIRESA models out of encoder and decoder model
    • for creating AE and DIRESA models from hyperparameters
  2. diresa.loss
    • contains Covariance loss function, different Distance loss functions and KL loss function
  3. diresa.layers
    • contains Sampling, Distance and Mask layer
  4. diresa.callback
    • contains LossWeightAnnealing callback
  5. diresa.toolbox
    • function to cut submodels out of a keras model

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