Generative Adversarial Nets (GAN) in R

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Documentation for package ‘RGAN’ version 0.1.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

data_transformer	Data Transformer
DCGAN_Discriminator	DCGAN Discriminator
DCGAN_Generator	DCGAN Generator
Discriminator	Discriminator
expert_sample_synthetic_data	Sample Synthetic Data with explicit noise input
gan_trainer	gan_trainer
GAN_update_plot	GAN_update_plot
GAN_update_plot_image	GAN_update_plot_image
gan_update_step	gan_update_step
GAN_value_fct	GAN Value Function
Generator	Generator
KLWGAN_value_fct	KLWGAN Value Function
kl_fake	KL WGAN loss on fake examples
kl_gen	KL WGAN loss for Generator training
kl_real	KL WGAN loss on real examples
sample_synthetic_data	Sample Synthetic Data from a trained RGAN
sample_toydata	Sample Toydata
torch_rand_ab	Uniform Random numbers between values a and b
WGAN_value_fct	WGAN Value Function
WGAN_weight_clipper	WGAN Weight Clipper