BaseTuner: Base Tuner

In kerastuneR: Interface to 'Keras Tuner'

Base Tuner

Description

Tuner base class.

Usage

BaseTuner(
  oracle,
  hypermodel,
  directory = NULL,
  project_name = NULL,
  logger = NULL,
  overwrite = FALSE
)

Arguments

oracle	Instance of Oracle class.
hypermodel	Instance of HyperModel class (or callable that takes hyperparameters and returns a Model instance).
directory	String. Path to the working directory (relative).
project_name	Name to use as prefix for files saved by this Tuner.
logger	Optional. Instance of Logger class, used for streaming data to Cloud Service for monitoring.
overwrite	Bool, default 'FALSE'. If 'FALSE', reloads an existing project of the same name if one is found. Otherwise, overwrites the project.

Details

May be subclassed to create new tuners, including for non-Keras models.

Value

base tuner object

kerastuneR documentation built on March 25, 2022, 9:07 a.m.