v4.0.0

XAIBase v4.0.0

Diff since v3.0.0

• Implementing new analyzers now requires a call_analyzer method instead of making the analyzer struct callable. This helps with type stability (#20)
• Add input field to Explanation struct (#20)
• Remove analyze keyword-argument add_batch_dim, which made the assumption of array inputs (#20)
• Remove type annotations that restricted analyze to AbstractArray inputs (#20)
• XAIBase is now fully type stable and tested with JET.jl (#20)
• Modularize tests (#17)

Merged pull requests:

• Modularize tests (#17) (@adrhill)
• Refactor XAIBase interface (#20) (@adrhill)

Closed issues:

• Relax type annotations to allow for non-array inputs (#18)
• Move interface away from callable structs (#19)

v3.0.0

XAIBase v3.0.0

Diff since v2.0.0

• Remove heatmapping functionality. Users are now required to manually load either VisionHeatmaps.jl or TextHeatmaps.jl. (#16)

Merged pull requests:

• Remove heatmapping functionality (#16) (@adrhill)

v2.0.0

XAIBase v2.0.0

Diff since v1.3.0

• Rename AbstractNeuronSelector to AbstractOutputSelector (#14)
• Export output selectors (#15)
• Add example implementations of XAI methods (#13)
• Improve documentation of output and feature selectors (#15)

Merged pull requests:

• Docs: add example implementations of XAI methods (#13) (@adrhill)
• Rename AbstractNeuronSelector to AbstractOutputSelector (#14) (@adrhill)
• Export output selectors and improve docs (#15) (@adrhill)

v1.3.0

XAIBase v1.3.0

Diff since v1.2.0

Merged pull requests:

• Add documentation (#11) (@adrhill)
• Add feature selectors (#12) (@adrhill)

Closed issues:

• Add common interface for feature selection (#10)

v1.2.0

XAIBase v1.2.0

Diff since v1.1.1

Merged pull requests:

• Add API for direct heatmapping (#9) (@adrhill)

v1.1.1

XAIBase v1.1.1

Diff since v1.1.0

Merged pull requests:

• Fix keyword argument add_batch_dim (#8) (@adrhill)

v1.1.0

XAIBase v1.1.0

Diff since v1.0.0

Merged pull requests:

• Add VisionHeatmaps package extension (#2) (@adrhill)
• Make TextHeatmaps and VisionHeatmaps strong dependencies (#4) (@adrhill)
• Add heatmap preset field to Explanation struct (#5) (@adrhill)
• Avoid breaking changes (#6) (@adrhill)

Closed issues:

• Add Explanation field for heatmapping preset (#3)

v1.0.0

XAIBase v1.0.0