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@AnesBenmerzoug AnesBenmerzoug released this 26 Jan 09:46
· 916 commits to develop since this release

🆕 New method and notebook, Games with exact shapley values, bug fixes and cleanup 🏗

Added

  • Implement new method: EkfacInfluence #451
  • New notebook to showcase ekfac for LLMs #483
  • Implemented exact games in Castro et al. 2009 and 2017 #341

Fixed

  • Bug in using DaskInfluenceCalcualator with TorchnumpyConverter for single dimensional arrays #485
  • Fix implementations of to methods of TorchInfluenceFunctionModel implementations #487
  • Fixed bug with checking for converged values in semivalues #341

Docs

  • Add applications of data valuation section, display examples more prominently, make all sections visible in table of contents, use mkdocs material cards in the home page #492

New Contributors

Full Changelog: v0.8.0...v0.8.1