Generative Neural Networks

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Documentation for package ‘gnn’ version 0.0-4

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
find_box Box Numbers (Multivariate) Points Fall Into
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
load_gnn 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
save_gnn 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