Release Notes (What's New)

Version 1.1.0 (August 9, 2024)

For a list of all changes in this release, see the full changelog. Below are the changes we think users may wish to be aware of.

Features

• scores is now available on conda-forge.
• Added five new metrics
  • threshold weighted squared error: scores.continuous.tw_squared_error
  • threshold weighted absolute error: scores.continuous.tw_absolute_error
  • threshold weighted quantile score: scores.continuous.tw_quantile_score
  • threshold weighted expectile score: scores.continuous.tw_expectile_score
  • threshold weighted Huber loss: scores.continuous.tw_huber_loss.
    See PR #609.

Documentation

• Added "Threshold Weighted Scores" tutorial. See PR #609.
• Removed nbviewer link from documentation. See PR #615.

Internal Changes

• Modified numpy.trapezoid call to work with either NumPy 1 or 2. See PR #610.

Contributors to this Release

Nicholas Loveday (@nicholasloveday), Tennessee Leeuwenburg (@tennlee), Stephanie Chong (@Steph-Chong) and Robert J. Taggart (@rob-taggart).