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Improved Model Building: An Update

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@Nelson-Gon Nelson-Gon released this 12 Jun 10:30
· 59 commits to master since this release

manymodelr 0.3.1

  • Fixed issues for CRAN

manymodelr 0.3.0

Major additions

  • extract_model_info now supports glmerMod and glmmTMB

  • get_this now works with numeric input and also supports data.frame objects.

  • fit_models extends fit_model by building many models at once.

Other changes

  • get_stats now drops columns via a vector and not "non_numeric" as previously.

  • Metrics from multi_model_1 are now more informative with the metric and method wrapped in the naming of the result.

  • df was renamed as old_data in multi_model_1, newdata to new_data.

  • plot_corr now directly accepts data.frame objects. Arguments like round_values have also been dropped.

  • Fixed DOI to Max Kuhn's paper

  • Refactored get_mode to be tidy compliant.

  • The argument valid was dropped in multi_model_1.

  • get_all was dropped in select_percentile.

  • select_col, select_percentile, row_mean_na will be removed in the next release.

  • row_mean_na is now defunct. Use na_replace instead.

  • na_replace no longer allows using functions such as mean,min, etc. These have been reimplemented in the package mde

  • modeleR is now defunct. Use fit_model instead.

  • get_this no longer accepts non quoted character strings.

  • Better coverage and code tests