new_learning_rate_schedule_class: LearningRateSchedule

In rstudio/keras: R Interface to 'Keras'

LearningRateSchedule

Description

new_learning_rate_schedule_class() is an alias for LearningRateSchedule(). See ⁠?⁠LearningRateSchedule() for the full documentation.

Usage

new_learning_rate_schedule_class(
  classname,
  call = NULL,
  initialize = NULL,
  get_config = NULL,
  ...,
  public = list(),
  private = list(),
  inherit = NULL,
  parent_env = parent.frame()
)

Arguments

classname	String, the name of the custom class. (Conventionally, CamelCase).
call, initialize, get_config	Recommended methods to implement. See description and details sections.
..., public	Additional methods or public members of the custom class.
private	Named list of R objects (typically, functions) to include in instance private environments. private methods will have all the same symbols in scope as public methods (See section "Symbols in Scope"). Each instance will have it's own private environment. Any objects in private will be invisible from the Keras framework and the Python runtime.
inherit	What the custom class will subclass. By default, the base keras class.
parent_env	The R environment that all class methods will have as a grandparent.

Value

A function that returns LearningRateSchedule instances, similar to the built-in ⁠learning_rate_schedule_*⁠ family of functions.

rstudio/keras documentation built on April 27, 2024, 10:11 p.m.