Quantus

What's Changed
* Bugfix: Added explain_func_kwargs to SmoothMPRT and zennit tests by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/318
* Improvement: Add warning of deprecated argument (handle elegantly) by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/319


**Full Changelog**: https://github.com/understandable-machine-intelligence-lab/Quantus/compare/v0.5.2...v0.5.3

What's Changed
* Fixing indent bug in metrics by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/316
* New release 0.5.2 bugfix by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/317

**Full Changelog**: https://github.com/understandable-machine-intelligence-lab/Quantus/compare/v0.5.1...v0.5.2

What's Changed
* Bug fixes for the `EfficientMPRT` metric and expand quantus.evaluate func by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/314
* Update `pandas` version control (to work smoothly with `Colab` environment) and add back print warn message for Model Parameter Randomisation Test by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/315


**Full Changelog**: https://github.com/understandable-machine-intelligence-lab/Quantus/compare/v0.5.0...v0.5.1

What's Changed

In this release, we introduce two new metrics, SmoothMPRT and EfficientMPRT, which are variants of the Model Parameter Randomisation Test (MPRT). These implementations are from the paper _"Sanity Checks Revisited: An Exploration to Repair the Model Parameter Randomisation Test "_ by [Hedström et al., 2023](https://openreview.net/pdf?id=vVpefYmnsG) published at NeurIPS XAIA.

* Unifying PR release v0.4.5 by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/307
* MPRT metrics: EfficientMPRT and SmoothMPRT by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/308
* Smaller fixes:
* annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/312
* annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/313


**Full Changelog**: https://github.com/understandable-machine-intelligence-lab/Quantus/compare/v0.4.5...v0.5.0

What's Changed
* Unify metric API by aaarrti in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/294


**Full Changelog**: https://github.com/understandable-machine-intelligence-lab/Quantus/compare/v0.4.4...v0.4.5

What's Changed
* Remove redundant attributes_check by aaarrti in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/287
* Resolve softmax issues with pytorch_model.py by dilyabareeva in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/283
* Fix channels first issue by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/305
* New release 0.4.4 by annahedstroem in https://github.com/understandable-machine-intelligence-lab/Quantus/pull/306


**Full Changelog**: https://github.com/understandable-machine-intelligence-lab/Quantus/compare/v0.4.3...v0.4.4