Pinned Repositories
GPvecchia
Fast Gaussian-process inference using Vecchia approximations
BaTraMaSpa
Scalable Bayesian transport maps for high-dimensional non-Gaussian spatial fields
Vecchia_GPR_var_select
batram
Bayesian Transport Maps for non-Gaussian Spatial Fields
MRA_JASA
R and Julia code for the multi-resolution approximation for large spatial data
GPvecchia-Laplace
R code and data for reproducing results and figures in Vecchia-Laplace paper by Zilber & Katzfuss
veccs
A Python package for efficiently computing conditioning sets for Vecchia approximations
scaledVecchia
Scaled Vecchia approximation of Gaussian processes
vecchiaFilter
code for a fast filter using the Vecchia approximation
correlationVecchia
Correlation-based Vecchia approximations of Gaussian processes
Katzfuss Group's Repositories
katzfuss-group/batram
Bayesian Transport Maps for non-Gaussian Spatial Fields
katzfuss-group/veccs
A Python package for efficiently computing conditioning sets for Vecchia approximations
katzfuss-group/scaledVecchia
Scaled Vecchia approximation of Gaussian processes
katzfuss-group/GPvecchia
Fast Gaussian-process inference using Vecchia approximations
katzfuss-group/DKL-GP
Repository for the DKL-GP paper
katzfuss-group/sphere-local-aniso-cov
katzfuss-group/BaTraMaSpa
Scalable Bayesian transport maps for high-dimensional non-Gaussian spatial fields
katzfuss-group/BaTraMaSpa_py
The python translation of the BaTraMaSpa repository
katzfuss-group/Vecchia_GPR_var_select
katzfuss-group/correlationVecchia
Correlation-based Vecchia approximations of Gaussian processes
katzfuss-group/CHVfilter
Compressed hierarchical Vecchia filter for high dimensional non-linear filtering
katzfuss-group/GpGp
This is the modified version of the GpGp R package of the CRAN version
katzfuss-group/NPVecchia
Nonparametric Vecchia estimation of large (spatial) covariance matrices
katzfuss-group/vecchiaFilter
code for a fast filter using the Vecchia approximation
katzfuss-group/GPvecchia-Laplace
R code and data for reproducing results and figures in Vecchia-Laplace paper by Zilber & Katzfuss
katzfuss-group/MRA_JASA
R and Julia code for the multi-resolution approximation for large spatial data
katzfuss-group/pyMRA