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dials 0.1.0

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@hfrick hfrick released this 31 Jan 20:51
5594d69

New parameters

  • summary_stat() is a new parameter for use in recipes::step_window().

  • A general class_weights() parameter was added for imbalanced models.

  • prior_outcome_range(), prior_terminal_node_coef(), and
    prior_terminal_node_expo() are new parameters for prior distribution
    specification related to parsnip::bart().

  • num_knots() and survival_link() are new parameters for spline survival
    models (@mattwarkentin, #195).

  • vocabulary_size() is a new parameter used in
    textrecipes::step_tokenize_sentencepiece() and textrecipes::step_tokenize_bpe().

Other changes

  • The new extract_parameter_dials() method supersedes pull_dials_object()
    which has been deprecated.

  • activation() now supports values of "tanh".

  • New link to article explaining how to make custom parameter objects was added
    to the pkgdown site.