armed.models.cnn_classifier

Simple 2D CNN classifiers, including domain adversarial and mixed effects extensions.

Classes

AdversarialClassifier(*args, **kwargs)	Domain adversarial classifier for the ImageClassifier.
ClusterInputImageClassifier(*args, **kwargs)	Simple 2D image classifier that takes an additional input containing the one-hot encoded cluster membership of each sample.
DomainAdversarialImageClassifier(*args, **kwargs)	Domain adversarial 2D image classifier which learns the classification task while competing with an adversary, which learns to predict cluster membership from the classifier's layer activations.
ImageClassifier(*args, **kwargs)	Simple 2D image binary classifier with 7 convolution blocks and 2 final dense layers.
MixedEffectsClassifier(*args, **kwargs)	Random linear slope and intercept introduced before last dense layer
RandomEffectsClassifier(*args, **kwargs)