Releases: Julia-XAI/RelevancePropagation.jl
Releases · Julia-XAI/RelevancePropagation.jl
v2.0.1
RelevancePropagation v2.0.1
Merged pull requests:
- canonize SkipConnection and fix splitting of parallel layers (#14) (@Maximilian-Stefan-Ernst)
v2.0.0
RelevancePropagation v2.0.0
This release removes the automatic reexport of heatmapping functionality.
Users are now required to manually load VisionHeatmaps.jl and/or TextHeatmaps.jl.
This reduces the maintenance burden for new heatmapping features and the amount of dependencies for users who don't require heatmapping functionality.
- Remove reexport of heatmapping functionality by updating XAIBase dependency to
v3.0.0
(#13). - Add support for
LayerNorm
andScale
layers (#9) - Add
LayerNormRule
(#9) - Add LRP rule overview to docs (#12)
Some internal improvements were made as well:
- Update
canonize
mechanism to include model splitting passcanonize_split
(#9) - Improve
modify_layer
by introducingget_weight
andget_bias
abstractions to handle varying field names (#9) - Update
LayerMap
to useModelIndex
(#10) - Make
chainzip
more robust (#11)
Merged pull requests:
v1.1.0
v1.0.1
RelevancePropagation v1.0.1
Merged pull requests:
v1.0.0
RelevancePropagation v1.0.0
Merged pull requests: