eegproc.deep_learning.supervised package

Reusable supervised classifiers and losses.

Submodules

• eegproc.deep_learning.supervised.rnn_architectures module
  • BiGRUClassifier
    • BiGRUClassifier.recurrent_layer()
  • BiLSTMClassifier
    • BiLSTMClassifier.recurrent_layer()
  • GRUClassifier
    • GRUClassifier.recurrent_layer()
  • LSTMClassifier
    • LSTMClassifier.recurrent_layer()
  • RNNClassifier
    • RNNClassifier.build()
    • RNNClassifier.build_feature_extractor()
    • RNNClassifier.build_sequence_summarizer()
    • RNNClassifier.classifier_head()
    • RNNClassifier.recurrent_layer()
    • RNNClassifier.recurrent_stack()
    • RNNClassifier.resolve_loss()
    • RNNClassifier.temporal_embedding()
    • RNNClassifier.uses_variational_head()
• eegproc.deep_learning.supervised.supervised_contrastive_loss module
  • SupervisedContrastiveLoss
    • SupervisedContrastiveLoss.call()
    • SupervisedContrastiveLoss.get_config()
• eegproc.deep_learning.supervised.variational_classifier module
  • DenseClassifier
    • DenseClassifier.call()
    • DenseClassifier.discriminator_loss()
    • DenseClassifier.get_config()
    • DenseClassifier.supports_discriminator
    • DenseClassifier.supports_variational_regularization
    • DenseClassifier.vc_loss()
    • DenseClassifier.vc_loss_components()
  • HybridClassifier
    • HybridClassifier.build()
    • HybridClassifier.call()
    • HybridClassifier.get_config()
    • HybridClassifier.supports_discriminator
    • HybridClassifier.supports_variational_regularization
  • VariationalClassifier
    • VariationalClassifier.build()
    • VariationalClassifier.call()
    • VariationalClassifier.discriminator()
    • VariationalClassifier.discriminator_loss()
    • VariationalClassifier.get_config()
    • VariationalClassifier.keras_loss()
    • VariationalClassifier.supports_discriminator
    • VariationalClassifier.supports_variational_regularization
    • VariationalClassifier.vc_loss()
    • VariationalClassifier.vc_loss_components()