tf-melt

• TF-MELT package
  • Blocks Module
    • BayesianAleatoricOutput
      • BayesianAleatoricOutput.call()
      • BayesianAleatoricOutput.from_config()
      • BayesianAleatoricOutput.get_config()
    • BayesianBlock
      • BayesianBlock.call()
    • DefaultOutput
      • DefaultOutput.call()
      • DefaultOutput.from_config()
      • DefaultOutput.get_config()
    • DenseBlock
      • DenseBlock.call()
    • MELTBlock
      • MELTBlock.from_config()
      • MELTBlock.get_config()
    • MixtureDensityOutput
      • MixtureDensityOutput.call()
      • MixtureDensityOutput.from_config()
      • MixtureDensityOutput.get_config()
    • ResidualBlock
      • ResidualBlock.call()
    • get_kernel_divergence_fn()
  • Losses Module
    • MixtureDensityLoss
      • MixtureDensityLoss.call()
      • MixtureDensityLoss.get_config()
    • safe_exp()
  • Models Module
    • ArtificialNeuralNetwork
      • ArtificialNeuralNetwork.build()
      • ArtificialNeuralNetwork.call()
      • ArtificialNeuralNetwork.get_config()
      • ArtificialNeuralNetwork.initialize_layers()
    • BayesianNeuralNetwork
      • BayesianNeuralNetwork.build()
      • BayesianNeuralNetwork.call()
      • BayesianNeuralNetwork.compile()
      • BayesianNeuralNetwork.create_output_layer()
      • BayesianNeuralNetwork.get_config()
      • BayesianNeuralNetwork.initialize_layers()
      • BayesianNeuralNetwork.negative_log_likelihood()
    • MELTModel
      • MELTModel.compile()
      • MELTModel.compute_jacobian()
      • MELTModel.create_dropout_layers()
      • MELTModel.create_output_layer()
      • MELTModel.create_regularizer()
      • MELTModel.from_config()
      • MELTModel.get_config()
      • MELTModel.initialize_layers()
      • MELTModel.summary()
    • ResidualNeuralNetwork
      • ResidualNeuralNetwork.build()
      • ResidualNeuralNetwork.call()
      • ResidualNeuralNetwork.get_config()
      • ResidualNeuralNetwork.initialize_layers()
  • Subpackages
    • TF-MELT Utilities Subpackage
      • Evaluation Module
      • Preprocessing Module
      • Statistics Module
      • Visualization Module
• Tests
  • Submodules
  • Test Models
    • TestArtificialNeuralNetwork
      • TestArtificialNeuralNetwork.test_build()
      • TestArtificialNeuralNetwork.test_get_config()
      • TestArtificialNeuralNetwork.test_initialize_layers()
      • TestArtificialNeuralNetwork.test_num_parameters()
      • TestArtificialNeuralNetwork.test_output_shape()
      • TestArtificialNeuralNetwork.test_serialization()
      • TestArtificialNeuralNetwork.test_sigmoid_output()
      • TestArtificialNeuralNetwork.test_softmax_output()
      • TestArtificialNeuralNetwork.test_unused_layers()
    • TestBayesianNeuralNetwork
      • TestBayesianNeuralNetwork.test_build()
      • TestBayesianNeuralNetwork.test_call()
      • TestBayesianNeuralNetwork.test_initialize_layers()
      • TestBayesianNeuralNetwork.test_serialization()
    • TestMELTModel
      • TestMELTModel.test_from_config()
      • TestMELTModel.test_get_config()
      • TestMELTModel.test_initialize_layers()
    • TestResidualNeuralNetwork
      • TestResidualNeuralNetwork.test_build()
      • TestResidualNeuralNetwork.test_call()
      • TestResidualNeuralNetwork.test_initialize_layers()
    • ann_model()
    • bnn_model()
    • melt_model()
    • model_config()
    • resnet_model()
• Example Notebooks