Deep Compositional Spatial Models

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Documentation for package ‘deepspat’ version 0.3.0

• DESCRIPTION file.
• Package NEWS.

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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	Deep bivariate compositional spatial model
deepspat_GP	Deep compositional spatial model
deepspat_MSP	Deep compositional spatial model for extremes
deepspat_nn_GP	Deep compositional spatial model (with nearest neighbors)
deepspat_nn_ST_GP	Deep compositional spatio-temporal model (with nearest neighbors)
deepspat_rPP	Deep compositional spatial model for extremes
deepspat_trivar_GP	Deep trivariate compositional spatial model
initvars	Initialise weights and parameters
init_learn_rates	Initialise learning rates
LFT	LFT (Möbius transformation)
predict.deepspat	Deep compositional spatial model
predict.deepspat_bivar_GP	Deep bivariate compositional spatial model
predict.deepspat_GP	Deep compositional spatial model
predict.deepspat_nn_GP	Deep compositional spatial model (with nearest neighbors)
predict.deepspat_nn_ST_GP	Deep compositional spatio-temporal model (with nearest neighbors)
predict.deepspat_trivar_GP	Deep trivariate compositional spatial model
RBF_block	Radial Basis Function Warpings
set_deepspat_seed	Set TensorFlow seed
sim_data	Generate simulation data for testing
summary.deepspat_MSP	Deep compositional spatial model for extremes
summary.deepspat_rPP	Deep compositional spatial model for extremes