Generative Neural Networks


[Up] [Top]

Documentation for package ‘gnn’ version 0.0-3

Help Pages

as.human Human-Readable Time Measurement
as.keras Convert GNN model Slots to raw or keras Objects
as.keras.gnn_GNN Convert GNN model Slots to raw or keras Objects
as.raw.gnn_GNN Convert GNN model Slots to raw or keras Objects
catch Catching Results, Warnings and Errors Simultaneously
CvM Loss Function
dim.gnn_GNN Basic Functions and Methods
ffGNN Feedforward for Generative Neural Networks
ffGNN.gnn_GNN Feedforward for Generative Neural Networks
fitGNN Functions and Methods for Training of Generative Neural Networks
fitGNN.gnn_GNN Functions and Methods for Training of Generative Neural Networks
fitGNNonce Functions and Methods for Training of Generative Neural Networks
fitGNNonce.gnn_GNN Functions and Methods for Training of Generative Neural Networks
FNN Generative Moment Matching Network
human.time Human-Readable Time Measurement
is.GNN Basic Functions and Methods
is.GNN.gnn_GNN Basic Functions and Methods
is.GNN.list Basic Functions and Methods
is.trained Functions and Methods for Training of Generative Neural Networks
is.trained.gnn_GNN Functions and Methods for Training of Generative Neural Networks
is.trained.list Functions and Methods for Training of Generative Neural Networks
loadGNN Save and Load .rda Files with Conversion to Raw and Keras Models
logis_trafo Data Transformations for Training or Sampling
loss Loss Function
MMD Loss Function
PCA_trafo Dimension-Reduction Transformations for Training or Sampling
plot Functions for Plotting
plot.gnn_GNN Functions for Plotting
print.gnn_GNN Basic Functions and Methods
print.gnn_proc_time Human-Readable Time Measurement
range_trafo Data Transformations for Training or Sampling
rGNN Sampling from a Generative Neural Network
rGNN.gnn_GNN Sampling from a Generative Neural Network
rm_ext Remove a File Extension
rPrior Sampling from a Prior Distribution
saveGNN Save and Load .rda Files with Conversion to Raw and Keras Models
str.gnn_GNN Basic Functions and Methods
summary.gnn_GNN Basic Functions and Methods
TensorFlow_available A Simple Check whether TensorFlow is Available
time.gnn_GNN Human-Readable Time Measurement