alibi 0.2.3

v0.2.3

on Python PyPI

v0.2.3 (2019-07-29)

Full Changelog

Added

• gen_category_map utility function to facilitate using AnchorTabular explainer
• Extend CounterFactualProto with a more flexible choice for prototypes using k closest encoded instances
• Allow user to specify a hard target class for CounterFactualProto
• Distributed tests usign pytest-xdist to overcome TF global session interfering with tests running in the same process

Changed

• Sample datasets now return a Bunch object by default, bundling all necessary and optional attributes for each dataset
• Loading sample datasets are now invoked via the fetch_ functions to indicate that a network download is being made

Fixed

• Remove Home from docs sidebar as this was causing the sidebar logo to not show up on landing page