GPTreeO 1.0.0
GPTreeO 1.0.1
- Make it an option to use default DiceKriging parameter bounds by
setting
gpcontrol$use_default_var_param_bound
GPTreeO 1.1.0
- Add option for continual forgetting by setting
cont_forget_max_leaves
- Add option to merge new point with existing point by setting
merge_point_dist
- Add
verbose argument to control the amount of
information the package prints to console
- Perform additional training on the root node to have predictions
available earlier
- Allow for the user to set the number of residuals using
use_n_residuals in the error_scaler
- Add method to plot the tree structure
plot_tree_structure
- Add method to get the
leaf_key for a training point
get_leaf_key_from_training_point
- Added vignette for basic
GPTreeO functionality
- Improve numerical stability of prediction uncertainty
- Fixed bug that set user-specified
gp_control$control to
an empty list
- Added option to not inherit GP optimization starting point from
parent leaf by setting
start_gp_opt_from_parent_pars
- Add option to scale the
lower and upper
bound through bound_scale for the DiceKriging
wrapper
- For the
DiceKriging wrapper, make local GP parameter
choices more stable by reducing default bound_scale to 10
(was 100)
- Minor code simplifications and efficiency improvements