nebula.core.models.syscall.autoencoder#

Classes#

SyscallModelAutoencoder

Abstract class for the NEBULA model.

Module Contents#

class nebula.core.models.syscall.autoencoder.SyscallModelAutoencoder(input_channels=3, 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#
fc1#
fc2#
fc3#
fc4#
fc5#
fc6#
epoch_global_number#
encode(x)#
decode(x)#
forward(x)#

Forward pass of the model.

configure_optimizers()#

Optimizer configuration.