Generative Neural Networks

Documentation for package ‘gnn’ version 0.0-2

DESCRIPTION file.
Code demos. Use demo() to run them.

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exists_rda	Check Existence, Read, Save and Rename .rda Files and their Objects
GMMN_dim_10_300_10_ntrn_60000_nbat_5000_nepo_300_C_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_10_300_10_ntrn_60000_nbat_5000_nepo_300_G_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_10_300_10_ntrn_60000_nbat_5000_nepo_300_NC55_tau_0.25_0.5_0.75	Trained Generative Moment Matching Networks
GMMN_dim_10_300_10_ntrn_60000_nbat_5000_nepo_300_NG55_tau_0.25_0.5_0.75	Trained Generative Moment Matching Networks
GMMN_dim_10_300_10_ntrn_60000_nbat_5000_nepo_300_t4_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_C_tau_0.25	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_C_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_C_tau_0.75	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_eqmix_C_tau_0.5_rot90_t4_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_eqmix_G_tau_0.5_rot90_t4_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_eqmix_MO_0.75_0.6_rot90_t4_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_G_tau_0.25	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_G_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_G_tau_0.75	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_MO_0.75_0.6	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_t4_tau_0.25	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_t4_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_2_300_2_ntrn_60000_nbat_5000_nepo_300_t4_tau_0.75	Trained Generative Moment Matching Networks
GMMN_dim_3_300_3_ntrn_60000_nbat_5000_nepo_300_NC21_tau_0.25_0.5	Trained Generative Moment Matching Networks
GMMN_dim_3_300_3_ntrn_60000_nbat_5000_nepo_300_NG21_tau_0.25_0.5	Trained Generative Moment Matching Networks
GMMN_dim_5_300_5_ntrn_60000_nbat_5000_nepo_300_C_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_5_300_5_ntrn_60000_nbat_5000_nepo_300_G_tau_0.5	Trained Generative Moment Matching Networks
GMMN_dim_5_300_5_ntrn_60000_nbat_5000_nepo_300_NC23_tau_0.25_0.5_0.75	Trained Generative Moment Matching Networks
GMMN_dim_5_300_5_ntrn_60000_nbat_5000_nepo_300_NG23_tau_0.25_0.5_0.75	Trained Generative Moment Matching Networks
GMMN_dim_5_300_5_ntrn_60000_nbat_5000_nepo_300_t4_tau_0.5	Trained Generative Moment Matching Networks
GMMN_model	Generative Moment Matching Network
human_time	Time Measurement with Human-Readable Units
logis_trafo	Data Transformations for Training or Sampling
loss	Loss Function
PCA_trafo	Dimension-Reduction Transformations for Training or Sampling
range_trafo	Data Transformations for Training or Sampling
read_rda	Check Existence, Read, Save and Rename .rda Files and their Objects
rename_rda	Check Existence, Read, Save and Rename .rda Files and their Objects
rm_ext	Remove a File Extension
save_rda	Check Existence, Read, Save and Rename .rda Files and their Objects
to_callable	Convert GNN objects to Savable or Callable Ones
to_savable	Convert GNN objects to Savable or Callable Ones
train	Functions for Training of Generative Neural Networks
train_once	Functions for Training of Generative Neural Networks
VAE_model	Variational Autoencoder