v0.8.0

🆕 New interfaces, scaling computation, bug fixes and improvements 🎁

Added

• New cache backends: InMemoryCacheBackend and DiskCacheBackend PR #458
• New influence function interface InfluenceFunctionModel
• Data parallel computation with DaskInfluenceCalculator PR #26
• Sequential batch-wise computation and write to disk with SequentialInfluenceCalculator PR #377
• Adapt notebooks to new influence abstractions PR #430

Changed

• Refactor and simplify caching implementation PR #458
• Simplify display of computation progress PR #466
• Improve readme and explain better the examples PR #465
• Simplify and improve tests, add CodeCov code coverage PR #429
• Breaking Changes
  • Removed compute_influences and all related code.
    Replaced by new InfluenceFunctionModel interface. Removed modules:
    • influence.general
    • influence.inversion
    • influence.twice_differentiable
    • influence.torch.torch_differentiable

Fixed

• Import bug in README PR #457

Full Changelog: v0.7.1...v0.8.0