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@github-actions github-actions released this 21 Sep 23:19
v0.5.0
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MLJMultivariateStatsInterface v0.5.0

Diff since v0.4.0

Bumps the MultivariateStats requirement to 0.10, which forces some breaking changes (#51; @OkonSamuel):

  • (breaking) The output of fitted_params and report for LDA models has changed. See the doc-strings for details.
  • (breaking) Interpreting some output (now and previously) needs an ordering of target classes, and this ordering may no longer agree with levels(y). However the class label order adopted is now explicitly output by fitted_params.
  • (breaking) In BayesianLDA and BayesianSubspaceLDA target class priors may no longer be specified as vectors. They must either be dictionaries or UnivariateFinite objects from CategoricalDistributions.jl.

Closed issues:

  • Allow support in LDA, BayesianLDA, SubspaceLDA, and BayesianSubspaceLDA for unique target class in training. (#41)

Merged pull requests:

  • Allow for a lone target class in default LDA models and cousins (#48) (@ablaom)
  • upgrade to multivariatestats v0.10 (#51) (@OkonSamuel)
  • For a 0.5.0 release (#52) (@ablaom)

Contributors

ablaom and OkonSamuel
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