Bayesian Deep Gaussian Processes using MCMC

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Documentation for package ‘deepgp’ version 1.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

deepgp-package	Package deepgp
ALC	Active Learning Cohn for Sequential Design
ALC.dgp2	Active Learning Cohn for Sequential Design
ALC.dgp3	Active Learning Cohn for Sequential Design
ALC.gp	Active Learning Cohn for Sequential Design
continue	Continues MCMC sampling
continue.dgp2	Continues MCMC sampling
continue.dgp2vec	Continues MCMC sampling
continue.dgp3	Continues MCMC sampling
continue.dgp3vec	Continues MCMC sampling
continue.gp	Continues MCMC sampling
continue.gpvec	Continues MCMC sampling
crps	Calculates CRPS
fit_one_layer	MCMC sampling for one layer GP
fit_three_layer	MCMC sampling for three layer deep GP
fit_two_layer	MCMC sampling for two layer deep GP
IMSE	Integrated Mean-Squared (prediction) Error for Sequential Design
IMSE.dgp2	Integrated Mean-Squared (prediction) Error for Sequential Design
IMSE.dgp3	Integrated Mean-Squared (prediction) Error for Sequential Design
IMSE.gp	Integrated Mean-Squared (prediction) Error for Sequential Design
plot	Plots object from 'deepgp' package
plot.dgp2	Plots object from 'deepgp' package
plot.dgp2vec	Plots object from 'deepgp' package
plot.dgp3	Plots object from 'deepgp' package
plot.dgp3vec	Plots object from 'deepgp' package
plot.gp	Plots object from 'deepgp' package
plot.gpvec	Plots object from 'deepgp' package
predict	Predict posterior mean and variance/covariance
predict.dgp2	Predict posterior mean and variance/covariance
predict.dgp2vec	Predict posterior mean and variance/covariance
predict.dgp3	Predict posterior mean and variance/covariance
predict.dgp3vec	Predict posterior mean and variance/covariance
predict.gp	Predict posterior mean and variance/covariance
predict.gpvec	Predict posterior mean and variance/covariance
rmse	Calculates RMSE
score	Calculates score
sq_dist	Calculates squared pairwise distances
trim	Trim/Thin MCMC iterations
trim.dgp2	Trim/Thin MCMC iterations
trim.dgp2vec	Trim/Thin MCMC iterations
trim.dgp3	Trim/Thin MCMC iterations
trim.dgp3vec	Trim/Thin MCMC iterations
trim.gp	Trim/Thin MCMC iterations
trim.gpvec	Trim/Thin MCMC iterations