RelevancePropagation - v3.0.0

RelevancePropagation v3.0.0

Diff since v2.0.2

• Update XAIBase interface to v4. This adds a field to the Explanation return type and removes the add_batch_dim keyword argument. Refer to the XAIBase.jl changelog for more information (#19)
• Add option to skip normalization of output layer relevance (#22)

Merged pull requests: - Update CI workflows (#18) (@adrhill) - Update XAIBase dependency to v4, drop support for Julia <1.10 (#19) (@adrhill) - Test benchmarks with PkgJogger (#20) (@adrhill) - Add ExplicitImports.jl tests (#21) (@adrhill) - Add option to skip normalization of output layer relevance (#22) (@adrhill)

- Julia
Published by github-actions[bot] over 1 year ago

RelevancePropagation - v2.0.2

RelevancePropagation v2.0.2

Diff since v2.0.1

Merged pull requests: - Modularize package tests (#17) (@adrhill)

- Julia
Published by github-actions[bot] over 1 year ago

RelevancePropagation - v2.0.1

RelevancePropagation v2.0.1

Diff since v2.0.0

Merged pull requests: - canonize SkipConnection and fix splitting of parallel layers (#14) (@Maximilian-Stefan-Ernst)

- Julia
Published by github-actions[bot] almost 2 years ago

RelevancePropagation - v2.0.0

RelevancePropagation v2.0.0

Diff since v1.1.0

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 and Scale 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 pass canonize_split (#9) * Improve modify_layer by introducing get_weight and get_bias abstractions to handle varying field names (#9) * Update LayerMap to use ModelIndex (#10) * Make chainzip more robust (#11)

Merged pull requests: - Add LayerNorm support, add model splitting to canonize (#9) (@Maximilian-Stefan-Ernst) - Update LayerMap to use ModelIndex (#10) (@adrhill) - Make chainzip more robust (#11) (@adrhill) - Add LRP rule overview to docs (#12) (@adrhill) - Update XAIBase to v3.0.0 (#13) (@adrhill)

- Julia
Published by github-actions[bot] about 2 years ago

RelevancePropagation - v1.1.0

RelevancePropagation v1.1.0

Diff since v1.0.1

• Support SkipConnection layers (#8)
• Document LRP rule notation in API reference (e11c234)

Merged pull requests: - Support SkipConnection layers (#8) (@adrhill)

- Julia
Published by github-actions[bot] about 2 years ago

RelevancePropagation - v1.0.1

RelevancePropagation v1.0.1

Diff since v1.0.0

Merged pull requests: - Reorganize documentation (#7) (@adrhill)

- Julia
Published by github-actions[bot] about 2 years ago

RelevancePropagation - v1.0.0

RelevancePropagation v1.0.0

Merged pull requests: - Initial functionality (#1) (@adrhill) - Remove Tullio package extension (#2) (@adrhill) - Rename package to RelevancePropagation.jl (#3) (@adrhill) - Add LRP documentation from ExplainableAI.jl (#4) (@adrhill) - Refactor CRP to use XAIBase feature selectors (#5) (@adrhill)

- Julia
Published by github-actions[bot] about 2 years ago