Visualime

Latest version: v0.1.0

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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 https://github.com/XAI-Demonstrator/visualime/pull/45
* feat: Basic scale_overlay function by Bergschaf in https://github.com/XAI-Demonstrator/visualime/pull/46
* fix: Refactor RGB color parser by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/49

**Full Changelog**: https://github.com/XAI-Demonstrator/visualime/compare/v0.0.6...v0.1.0

0.0.6

Added a function to mark boundaries between segments.

What's Changed
* Mark boundaries by Bergschaf in https://github.com/XAI-Demonstrator/visualime/pull/42

New Contributors
* Bergschaf made their first contribution in https://github.com/XAI-Demonstrator/visualime/pull/42

**Full Changelog**: https://github.com/XAI-Demonstrator/visualime/compare/v0.0.5...v0.0.6

0.0.5

Full range of models for the BayLIME framework.

What's Changed
* Brush up documentation by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/30
* Full BayLIME support by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/31

**Full Changelog**: https://github.com/XAI-Demonstrator/visualime/compare/v0.0.4...v0.0.5

0.0.4

Feature-complete version with full documentation and test coverage.

What's Changed
* Set up documentation by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/9
* Add tests for feature_selection by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/11
* Bring test coverage to 100% for explanation-generating functions by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/16
* Refine and test visualization module by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/24
* Improve integration with scikit-learn by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/25
* Set up a user guide by ionicsolutions in https://github.com/XAI-Demonstrator/visualime/pull/26

**Full Changelog**: https://github.com/XAI-Demonstrator/visualime/compare/v0.0.3...v0.0.4

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

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

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