Deep Compositional Spatial Models

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Documentation for package ‘deepspat’ version 0.3.2

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

deepspat-package	Deep compositional spatial models
AFF_1D	Affine transformation on a 1D domain
AFF_2D	Affine transformation on a 2D domain
AWU	Axial Warping Unit
bisquares1D	Bisquare functions on a 1D domain
bisquares2D	Bisquare functions on a 2D domain
deepspat	Deep compositional spatial models
deepspat_bivar_GP	Fit a bivariate Gaussian process deepspat model
deepspat_GP	Fit a univariate Gaussian process deepspat model
deepspat_MSP	Fit a max-stable Brown-Resnick deepspat model
deepspat_nn_GP	Fit a nearest-neighbor Gaussian process deepspat model
deepspat_nn_ST_GP	Fit a nearest-neighbor spatio-temporal Gaussian process deepspat model
deepspat_rPP	Fit an r-Pareto process deepspat model
deepspat_trivar_GP	Fit a trivariate Gaussian process deepspat model
initvars	Initialise weights and parameters
init_learn_rates	Initialise learning rates
LFT	LFT (Möbius transformation)
plot.deepspat	Plot fitted deepspat models
plot.deepspat_bivar_GP	Plot fitted deepspat models
plot.deepspat_GP	Plot fitted deepspat models
plot.deepspat_MSP	Plot fitted deepspat models
plot.deepspat_nn_GP	Plot fitted deepspat models
plot.deepspat_nn_ST_GP	Plot fitted deepspat models
plot.deepspat_rPP	Plot fitted deepspat models
plot.deepspat_trivar_GP	Plot fitted deepspat models
predict.deepspat	Predict from a fitted deepspat model
predict.deepspat_bivar_GP	Predict from a fitted bivariate Gaussian process model
predict.deepspat_GP	Predict from a fitted univariate Gaussian process model
predict.deepspat_MSP	Predict fitted dependence from a max-stable process model
predict.deepspat_nn_GP	Predict from a fitted nearest-neighbor Gaussian process model
predict.deepspat_nn_ST_GP	Predict from a fitted nearest-neighbor spatio-temporal Gaussian process model
predict.deepspat_rPP	Predict fitted dependence from an r-Pareto process model
predict.deepspat_trivar_GP	Predict from a fitted trivariate Gaussian process model
print.deepspat	Print fitted deepspat models
print.deepspat_bivar_GP	Print fitted deepspat models
print.deepspat_GP	Print fitted deepspat models
print.deepspat_MSP	Print fitted deepspat models
print.deepspat_nn_GP	Print fitted deepspat models
print.deepspat_nn_ST_GP	Print fitted deepspat models
print.deepspat_rPP	Print fitted deepspat models
print.deepspat_trivar_GP	Print fitted deepspat models
print.summary.deepspat	Print fitted deepspat models
RBF_block	Radial Basis Function Warpings
set_deepspat_seed	Set TensorFlow seed
sim_data	Generate simulation data for testing
summary.deepspat	Summarize fitted deepspat models
summary.deepspat_bivar_GP	Summarize fitted deepspat models
summary.deepspat_GP	Summarize fitted deepspat models
summary.deepspat_MSP	Summarize fitted deepspat models
summary.deepspat_nn_GP	Summarize fitted deepspat models
summary.deepspat_nn_ST_GP	Summarize fitted deepspat models
summary.deepspat_rPP	Summarize fitted deepspat models
summary.deepspat_trivar_GP	Summarize fitted deepspat models