Deep Compositional Spatial Models

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Documentation for package ‘deepspat’ version 0.3.0

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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