This release contains various bug fixes and new features including:
- Added PySpark support for TreeExplainer courtesy of @QuentinAmbard
- A new type of plot that is an alternative to the force_plot, a
waterfall_plot - A new PermutationExplainer that is an alternative to KernelExplainer and SamplingExplainer.
- Added
return_variancesto GradientExplainer for PyTorch courtesy of @s6juncheng - Now we use exceptions rather than assertions in TreeExplainer courtesy of @ssaamm
- Fixed image_plot transpose issue courtesy of @Jimbotsai
- Fix color bar axis attachment issue courtesy of Lasse Valentini Jensen
- Fix tensor attachment issue in PyTorch courtesy of @gabrieltseng
- Fix color clipping ranges in summary_pot courtesy of @joelostblom
- Address sklearn 0.22 API changes courtesy of @lemon-yellow
- Ensure matplotlib is optional courtesy of @imatiach-msft