input_fn: Construct a tfestimators input function from a dataset

In tfdatasets: Interface to 'TensorFlow' Datasets

Construct a tfestimators input function from a dataset

Description

Construct a tfestimators input function from a dataset

Usage

input_fn.tf_dataset(dataset, features, response = NULL)

Arguments

dataset	A dataset
features	The names of feature variables to be used.
response	The name of the response variable.

Details

Creating an input_fn from a dataset requires that the dataset consist of a set of named output tensors (e.g. like the dataset produced by the tfrecord_dataset() or text_line_dataset() function).

Value

An input_fn suitable for use with tfestimators train, evaluate, and predict methods

tfdatasets documentation built on June 30, 2022, 1:04 a.m.