Skip to content

dials 1.1.0

Compare
Choose a tag to compare
@hfrick hfrick released this 05 Nov 15:08
f533808

New parameters

  • Added learning rate scheduler parameters rate_decay(), rate_initial(),
    rate_largest(), rate_reduction(), rate_schedule(), rate_step_size(),
    and rate_steps() for the new brulee functions (#253).

  • Added num_clusters() parameter for tidyclust models (#259).

  • Added num_leaves() parameter for lightbgm models (@joeycouse, #256).

Other changes

  • The default argument to the constructors new_quant_param() and
    new_qual_param() is deprecated. value_seq() now uses the same logic to
    generate a sequence of parameter values regardless of how long that sequence
    is (#153, #229).

  • prior_terminal_node_expo() for Bayesian adaptive regression trees (BART) now
    defaults to a range greater than 1 to limit explosive tree growth (#251).

  • The label for spline_degree() was improved.