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@lorentzenchr lorentzenchr released this 07 Mar 22:21
· 122 commits to main since this release
v0.1.0
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Learn about vigilant mode.

Some highlights:

  • Confidence intervals for plot_reliability_diagram via arguments n_bootstrap and confidence_level (PR #32).
  • New option diagram_type = "bias" for plot_reliability_diagram, which is roughly a 45 degree rotated plot (PR #35).
  • Better visualisation of uncertainty/standard errors in plot_bias and distinction between numerical and categorical features (PR #37).
  • Consistently sorted output, i.e. the different (model) columns of y_pred (PR #37).
  • Number of effective (output) bins is now always at most n_bins in compute_bias and plot_bias (PR #37).
  • Switch to ruff (PR #34)
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