nebula.core.models.syscall.svm

nebula.core.models.syscall.svm#

Classes#

SyscallModelSGDOneClassSVM

Abstract class for the NEBULA model.

Module Contents#

class nebula.core.models.syscall.svm.SyscallModelSGDOneClassSVM(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#
nu = 0.1#
w#
rho#
epoch_global_number#
forward(x)#

Forward pass of the model.

configure_optimizers()#

Optimizer configuration.

hinge_loss(y)#
step(batch, batch_idx, phase)#

Training/validation/test step.

Contents