v0.6.3

v0.6.3 (2022-01-18)

Full Changelog

Added

• New feature A callback can now be passed to IntegratedGradients via the target_fn argument, in order to calculate the scalar target dimension from the model output. This is to bypass the requirement of passing target directly to explain when the target of interest may depend on the prediction output. See the example in the docs. (#523).
• A new comprehensive Introduction to explainability added to the documentation (#510).

Changed

• Python 3.6 has been deprecated from the supported versions as it has reached end-of-life.

Fixed

• Fix a bug with passing background images to AnchorImage leading to an error (#542).
• Fix a bug with rounding errors being introduced in CounterfactualRLTabular (#550).

Development

• Docstrings have been updated and consolidated (#548). For developers, docstring conventions have been documented in CONTRIBUTING.md.
• numpy typing has been updated to be compatible with numpy 1.22 (#543). This is a prerequisite for upgrading to tensorflow 2.7.
• To further improve reliability, strict Optional type-checking with mypy has been reinstated (#541).
• The Alibi CI tests now include Windows and MacOS platforms (#575).
• The maximum tensorflow version has been bumped from 2.6 to 2.7 (#377).