Diresa - distance-regularized siamese twin autoencoder
Project description
DIRESA
This package contains the following modules:
- diresa.models
- for creating (V)AE and DIRESA models out of encoder and decoder model
- for creating AE and DIRESA models from hyperparameters
- diresa.loss
- contains Covariance loss function, different Distance loss functions and KL loss function
- diresa.layers
- contains Sampling, Distance and Mask layer
- diresa.callback
- contains LossWeightAnnealing callback
- diresa.toolbox
- function to cut submodels out of a keras model
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