deephyper.nas#

Classes

KSearchSpace

A KSearchSpace represents a search space of neural networks.

NxSearchSpace

A NxSearchSpace is an search_space based on a networkx graph.

deephyper.nas.losses

This module provides different loss functions.

deephyper.nas.lr_scheduler

deephyper.nas.metrics

This module provides different metric functions.

deephyper.nas.node

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

deephyper.nas.operation

Operations for neural architecture search space definition.

deephyper.nas.preprocessing

deephyper.nas.run

The deephyper.nas.run sub-package provides a set of functions which can evaluates configurations generated by search algorithms of DeepHyper.

deephyper.nas.spacelib

Library of neural architecture search spaces.

deephyper.nas.trainer