Files in citiususc/voila
Variational Inference for Langevin Equations
.Rbuildignore
.gitattributes
.gitignore
DESCRIPTION
LICENSE
NAMESPACE
R/RcppExports.R
R/kbr_sde.R
R/kernel.R
R/poly_sde.R
R/preproc.R
R/sde_prediction.R
R/sde_vi.R
R/select_diffusion_parameters.R
R/sgp_sde.R
R/simulate_sde.R
R/zzz.R
README-figures/langevin_annotated.png
README-figures/ornstein_example-1.png
README-figures/ornstein_example-2.png
README-figures/ornstein_example-3.png
README-figures/ornstein_example-4.png
README.Rmd
README.md
_config.yml
additional_material/synthetic_data_parameters.txt
data/do_events.rda
data/ornstein.rda
demo/00Index
demo/ornstein.R
demo/ornstein_kbr_fit.R
demo/ornstein_poly_fit.R
docs/do_events.html
docs/multivariate_analysis.html
inst/extdata/multivariate_inference.RDS
inst/extdata/oxygen_estimates.RDS
man/autocovmat.Rd
man/constant_function_factory.Rd
man/covmat.Rd
man/decrease_upper_bound.Rd
man/do_events.Rd
man/fit_kbr_sde.Rd
man/fit_polynomial_sde.Rd
man/get_hyperparams.Rd
man/gp_kernels.Rd
man/increase_lower_bound.Rd
man/ornstein.Rd
man/predict.sgp_sde.Rd
man/preproc.Rd
man/sde_kernel.Rd
man/sde_vi.Rd
man/select_diffusion_parameters.Rd
man/set_hyperparams.Rd
man/sgp_sde.Rd
man/simulate_sde.Rd
man/vars.Rd
src/Makevars
src/RcppExports.cpp
src/blas.f
src/common_kernels.cpp
src/common_kernels.h
src/kernel.cpp
src/kernel.h
src/kernel_modules.cpp
src/lbfgsb.f
src/lbfgsb_cpp/l_bfgs_b.h
src/lbfgsb_cpp/numerical_gradient.h
src/lbfgsb_cpp/problem.h
src/linpack.f
src/sde_variational_inferencer.cpp
src/sde_variational_inferencer.h
src/timer.f
src/utils.h
vignettes/do_events.Rmd
vignettes/multivariate_analysis.Rmd
voila.Rproj
