Beta-Release 0.1.0

Expanded render_explanation to accept the number of segments to color. Changed the handling of coverage/segment count targets when both positive and negative segments are colored. Now, the specified target is split evenly between the two classes.

What's Changed

• feat: Support for num_of_features in render_explanation by @Bergschaf in #45
• feat: Basic scale_overlay function by @Bergschaf in #46
• fix: Refactor RGB color parser by @ionicsolutions in #49

Full Changelog: v0.0.6...v0.1.0

v0.0.6

Added a function to mark boundaries between segments.

What's Changed

• Mark boundaries by @Bergschaf in #42

New Contributors

• @Bergschaf made their first contribution in #42

Full Changelog: v0.0.5...v0.0.6

Alpha-Release 0.0.5

Full range of models for the BayLIME framework.

What's Changed

• Brush up documentation by @ionicsolutions in #30
• Full BayLIME support by @ionicsolutions in #31

Full Changelog: v0.0.4...v0.0.5

Alpha-Release 0.0.4

Feature-complete version with full documentation and test coverage.

What's Changed

• Set up documentation by @ionicsolutions in #9
• Add tests for feature_selection by @ionicsolutions in #11
• Bring test coverage to 100% for explanation-generating functions by @ionicsolutions in #16
• Refine and test visualization module by @ionicsolutions in #24
• Improve integration with scikit-learn by @ionicsolutions in #25
• Set up a user guide by @ionicsolutions in #26

Full Changelog: v0.0.3...v0.0.4

Alpha-Release 0.0.3

This release adds methods for feature selection and includes minor improvements to the documentation.

Full Changelog: https://github.com/XAI-Demonstrator/visualime/commits/v0.0.3

Alpha-Release 0.0.2

This is the first public release of VisualLIME.

It includes a complete implementation of LIME as well as utilities to render the explanations.

Full Changelog: https://github.com/XAI-Demonstrator/visualime/commits/v0.0.2