Generative Neural Networks

Documentation for package ‘gnn’ version 0.0-3

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

Help Pages

catch	Catching Results, Warnings and Errors Simultaneously
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_100_3_ntrn_4996_nbat_4996_nepo_1000_PCA_ZCB_USD	Trained Generative Moment Matching Networks
GMMN_dim_3_300_3_ntrn_4996_nbat_4996_nepo_1000_PCA_ZCB_USD	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_3_600_3_ntrn_4996_nbat_4996_nepo_1000_PCA_ZCB_USD	Trained Generative Moment Matching Networks
GMMN_dim_4_100_4_ntrn_4947_nbat_4947_nepo_1000_PCA_ZCB_CAD	Trained Generative Moment Matching Networks
GMMN_dim_4_300_4_ntrn_4947_nbat_4947_nepo_1000_PCA_ZCB_CAD	Trained Generative Moment Matching Networks
GMMN_dim_4_600_4_ntrn_4947_nbat_4947_nepo_1000_PCA_ZCB_CAD	Trained Generative Moment Matching Networks
GMMN_dim_5_100_5_ntrn_5478_nbat_5478_nepo_1000_FX_USD	Trained Generative Moment Matching Networks
GMMN_dim_5_300_5_ntrn_5478_nbat_5478_nepo_1000_FX_USD	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_dim_5_600_5_ntrn_5478_nbat_5478_nepo_1000_FX_USD	Trained Generative Moment Matching Networks
GMMN_dim_6_100_6_ntrn_5478_nbat_5478_nepo_1000_FX_GBP	Trained Generative Moment Matching Networks
GMMN_dim_6_300_6_ntrn_5478_nbat_5478_nepo_1000_FX_GBP	Trained Generative Moment Matching Networks
GMMN_dim_6_600_6_ntrn_5478_nbat_5478_nepo_1000_FX_GBP	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
TensorFlow_available	A Simple Check whether TensorFlow is Available
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