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Changelog

Source: NEWS.md

brulee 0.4.0

CRAN release: 2025-01-30

  • Added a convenience function, brulee_mlp_two_layer(), to more easily fit two-layer networks with parsnip.

  • Various changes and improvements to error and warning messages.

  • Fixed a bug that occurred when linear activation was used for neural networks (#68).

brulee 0.3.0

CRAN release: 2024-02-14

  • Fixed bug where coef() didn’t would error if used on a brulee_logistic_reg() that was trained with a recipe. (#66)

  • Fixed a bug where SGD always being used as the optimizer (#61).

  • Additional activation functions were added (#74).

brulee 0.2.0

CRAN release: 2022-09-19

  • Several learning rate schedulers were added to the modeling functions (#12).

  • An optimizer was added to [brulee_mlp()], with a new default being LBFGS instead of stochastic gradient descent.

brulee 0.1.0

CRAN release: 2022-02-02

  • Modeling functions gained a mixture argument for the proportion of L1 penalty that is used. (#50)

  • Penalization was not occurring when quasi-Newton optimization was chosen. (#50)

brulee 0.0.1

CRAN release: 2021-12-15

First CRAN release.