Version 0.1.21

v0.1.21 - 2020-04-02

Added

• Module "glassbox.ebm.research" now has purification utilities.
• EBM now exposes "max_n_bins" argument for its preprocessing stage.

Fixed

• Fix intercept not showing for local EBM binary classification.
• Stack trace information exposed for extension system failures.
• Better handling of sparse to dense conversions for all explainers.
• Internal fixes for native code.
• Better NaN / infinity handling within EBM.

Changed

• Binning strategy for EBM now defaulted to 'quantile' instead of 'uniform'.