deephyper.nas.node

deephyper.nas.node

This module provides the available node types to build a KSearchSpace.

Classes

ConstantNode

A ConstantNode represents a node with a fixed operation.

MimeNode

A MimeNode is a node which reuse an the choice made for an VariableNode, it enable the definition of a Cell based search_space.

MirrorNode

A MirrorNode is a node which reuse an other, it enable the reuse of tf.keras layers.

Node

Represents a node of a KSearchSpace.

Operation

Interface of an operation.

OperationNode

VariableNode

This class represents a node of a graph where you have a set of possible operations.

Exceptions

DeephyperRuntimeError

Raised when an error is detected in deephyper and that doesn’t fall in any of the other categories.