Generative Adversarial Network to generate handwritten digits

Uses mnist dataset

install.packages(c("tensorflow", "keras", "tfdatasets"))

library(tensorflow)
install_tensorflow()

If a GPU is available:

install_tensorflow(version = "gpu")

Use tensorflow eager execution

library(keras)
use_implementation("tensorflow")

library(tensorflow)
tfe_enable_eager_execution(device_policy = "silent")

library(tfdatasets)

Run the main.R file
(Optional) Set the number of epochs to train and number of examples to generate (found in main.R)

Keydana (2018, Aug. 26). RStudio AI Blog: Generating images with Keras and TensorFlow eager execution. Retrieved from https://blogs.rstudio.com/tensorflow/posts/2018-08-26-eager-dcgan/

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