v0.9.0

🆕 New methods, better docs and bugfixes 📚🐞

Added

• New method MSR Banzhaf with accompanying notebook, and new stopping
  criterion RankCorrelation PR #520
• New method: NystroemSketchInfluence PR #504
• New preconditioned block variant of conjugate gradient PR #507
• Improvements to documentation: fixes, links, text, example gallery, LFS and more PR #532, PR #543
• Glossary of data valuation and influence terms in the documentation PR #537
• Documentation about writing notes for new features, changes or deprecations PR #557

Fixed

• Bug in LissaInfluence, when not using CPU device PR #495
• Memory issue with CgInfluence and ArnoldiInfluence PR #498
• Raising specific error message with install instruction when trying to load pydvl.utils.cache.memcached without pymemcache installed. If pymemcache is available, all symbols from pydvl.utils.cache.memcached are available through pydvl.utils.cache PR #509

Changed

• Add property model_dtype to instances of type TorchInfluenceFunctionModel
• Bump versions of CI actions to avoid warnings PR #502
• Add Python Version 3.11 to supported versions PR #510
• Documentation improvements and cleanup PR #521, PR #522
• Simplified parallel backend configuration PR #549

New Contributors

• @jakobkruse1 made their first contribution in #510

Full Changelog: v0.8.1...v0.9.0