nebula.core.models.mnist.cnn

nebula.core.models.mnist.cnn#

Classes#

MNISTModelCNN

Abstract class for the NEBULA model.

Module Contents#

class nebula.core.models.mnist.cnn.MNISTModelCNN(input_channels=1, num_classes=10, learning_rate=0.001, metrics=None, confusion_matrix=None, seed=None)#

Bases: nebula.core.models.nebulamodel.NebulaModel

Abstract class for the NEBULA model.

This class is an abstract class that defines the interface for the NEBULA model.

config#
example_input_array#
learning_rate#
criterion#
conv1#
relu#
pool1#
conv2#
pool2#
l1#
l2#
forward(x)#

Forward pass of the model.

configure_optimizers()#

Optimizer configuration.

Contents