v0.3.0

v0.3.0 (2019-09-25)

Full Changelog

Added

• New feature LinearityMeasure class and linearity_measure function for measuring the linearity of a classifier/regressor
• New feature CounterFactualProto now supports categorical variables for tabular data

Changed

• Breaking change Remove need for the user to manage TensorFlow sessions for the explanation methods that use TF internally (CEM, CounterFactual, CounterFactualProto). The session is now inferred or created depending on what is passed to predict. For finer control the sess parameter can still be passed in directly
• Breaking change Expose low-level arguments to AnchorText to the user for finer control of the explanation algorithm, also rename some arguments for consistency
• Various improvements to existing notebook examples

Fixed

• CounterFactualProto and CEM bug when the class is initialized a second time it wouldn't run as the TF graph would become disconnected
• Provide more useful error messages if external data APIs are down
• Skip tests using external data APIs if they are down