v0.5.3

What's Changed

• Bugfix: Added explain_func_kwargs to SmoothMPRT and zennit tests by @annahedstroem in #318
• Improvement: Add warning of deprecated argument (handle elegantly) by @annahedstroem in #319

Full Changelog: v0.5.2...v0.5.3

v0.5.2

What's Changed

• Fixing indent bug in metrics by @annahedstroem in #316
• New release 0.5.2 bugfix by @annahedstroem in #317

Full Changelog: v0.5.1...v0.5.2

v0.5.1

What's Changed

• Bug fixes for the EfficientMPRT metric and expand quantus.evaluate func by @annahedstroem in #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 #315

Full Changelog: v0.5.0...v0.5.1

v0.5.0

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 published at NeurIPS XAIA.

• Unifying PR release v0.4.5 by @annahedstroem in #307
• MPRT metrics: EfficientMPRT and SmoothMPRT by @annahedstroem in #308
• Smaller fixes:
  • @annahedstroem in #312
  • @annahedstroem in #313

Full Changelog: v0.4.5...v0.5.0

v0.4.5

What's Changed

• Unify metric API by @aaarrti in #294

Full Changelog: v0.4.4...v0.4.5

v0.4.4

What's Changed

• Remove redundant attributes_check by @aaarrti in #287
• Resolve softmax issues with pytorch_model.py by @dilyabareeva in #283
• Fix channels first issue by @annahedstroem in #305
• New release 0.4.4 by @annahedstroem in #306

Full Changelog: v0.4.3...v0.4.4

v0.4.3

What's Changed

• Fixing #292
• Fixes on v0.4.2 by @annahedstroem in #291
• dynamic version fix by @aaarrti in #293

Full Changelog: v0.4.2...v0.4.3

v0.4.2

What's Changed

• More exposure to quantum functionality including model and utils
• Create transparency with respect to the metric’s data and model applicability by @annahedstroem in #279
• Update evaluation.py by @annahedstroem in #282
• Fixed issue in max_sensitivity.py by @annahedstroem in #289

Full Changelog: v0.4.1...v0.4.2

v0.4.1

What's Changed

• Review distance metrics and added squared distance as measure by @annahedstroem in #264
• Update requirements_test.txt by @annahedstroem in #266
• Add py.typed by @aaarrti in #269
• Toml + Tox Migration by @aaarrti in #270
• update README.md by @aaarrti in #278

Full Changelog: v0.4.0...v0.4.1

v0.4.0

What's Changed

• Fix warn_perturbation_caused_no_change by @p-wojciechowski in #250
• Packaging by @annahedstroem in #256
  • Add 3.10 and 3.11 Python support
  • Clean-up requirements_test.txt
  • Update torch, tensorflow versions and fixing protobuf incompatibility
  • Check that optional dependencies packages in setup.py are the same as in requirements_test.txt
  • Clean-up setup.py, including adding required and removing unnecessary imports
  • Clean-up pytests
• Setuptools-bug fixed, extra_requires not correctly identified by @annahedstroem in #258
• Updated python publish script by @annahedstroem in #259
• Python package bug by @annahedstroem in #260
• Updated setup.py with absolute path by @annahedstroem in #262
• Add reqs via MANIFEST.ini by @annahedstroem in #263

Full Changelog: v0.3.5...v0.4.0