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 |