2.1.0

This is a major cleanup release, with @mepland doing most of the heavy lifting; there are refactorings, if you bug fixes, and lots of visualization clean up.

Issues fixed

• TF handle multi class labels for view visualisation (bug)
• Standardize Capitalization (clean up)
• KeyError when using decision_boundaries function (clean up)
• Dimension issue in dtreeviz_sklearn_pipeline_visualisations.ipynb (compatibility)
• font name/size not respected (bug)
• Boston dataset no longer avaliable in sklearn for classifier-decision-boundaries.ipynb and classifier-boundary-animations.ipynb (clean up)
• ctree_leaf_distributions() should use the classnames not classes (bug)
• rtreeviz_univar() does not show X feature properly (bug)
• class name font could not change (bug)
• labels too close to the axes overlap for classifiers (enhancement)

Improvements, features

• Order explain_prediction_path() (enhancement)
• Improve _ctreeviz_univar() (enhancement)
• Fix Digraph Graphics (enhancement)
• Allow None legend edge (enhancement)
• ctree_leaf_distributions() label_all_leaves parameter (enhancement)
• Allow different left and right arrow colors via 'larrow' and 'rarrow' (enhancement)
• Add matplotlib default colors as mpl_colors (enhancement)
• Add option to plot classifier leaves as horizontal bars (enhancement)
• labels too close to the axes overlap for classifiers (enhancement)

Contributors

• 19 items: Matthew Epland (mepland)
• 5 items: Terence Parr (parrt)
• 2 items: Tudor Lapusan (tlapusan)
• 1 items: 0ptimista
• 1 items: Tobias Windisch (windisch)
• 1 items: HidenariUoi