ExplainableAI v0.4.0

Author: adrhill

CHANGELOG.md

@@ -0,0 +1,46 @@
+# ExplainableAI.jl
+## Version `v0.4.0`
+Changes:
+- ![BREAKING][badge-breaking] Update heatmapping normalizer, using ColorScheme's `get`. Breaking due to renaming `normalize` to ColorScheme's `rangescale`. ([#57][pr-57])
+- ![BREAKING][badge-breaking] Rename `InputAugmentation` to `NoiseAugmentation`. ([#65][pr-65])
+- ![BREAKING][badge-breaking] `GammaRule` and `EpsilonRule` now use default arguments instead of keyword arguments, removing the need for users to type unicode symbols. ([#70][pr-70]) 
+- ![BREAKING][badge-breaking]![Bugfix][badge-bugfix] `ZBoxRule` now requires parameters `low` and `high` instead of computing them from the input. ([#69][pr-69]) 
+- ![Feature][badge-feature] Add `IntegratedGradients` analyzer. ([#65][pr-65])
+- ![Feature][badge-feature] Add `InterpolationAugmentation` wrapper. ([#65][pr-65])
+- ![Feature][badge-feature] Allow any type of `Sampleable` in `NoiseAugmentation`. ([#65][pr-65])
+
+Performance improvements:
+- ![Enhancement][badge-enhancement] Remove use of `mapreduce`. ([#58][pr-58])
+- ![Enhancement][badge-enhancement] Load LoopVectorization.jl in tests and benchmarks to speed up Tullio on CPU. ([#66][pr-66])
+- ![Enhancement][badge-enhancement] Type stability fixes for `GammaRule`. ([#70][pr-70])
+
+<!--
+# Badges
+![BREAKING][badge-breaking]
+![Deprecation][badge-deprecation]
+![Feature][badge-feature]
+![Enhancement][badge-enhancement]
+![Bugfix][badge-bugfix]
+![Security][badge-security]
+![Experimental][badge-experimental]
+![Maintenance][badge-maintenance]
+![Documentation][badge-docs]
+-->
+
+[pr-70]: https://github.com/adrhill/ExplainableAI.jl/pull/70
+[pr-69]: https://github.com/adrhill/ExplainableAI.jl/pull/69
+[pr-67]: https://github.com/adrhill/ExplainableAI.jl/pull/67
+[pr-66]: https://github.com/adrhill/ExplainableAI.jl/pull/66
+[pr-65]: https://github.com/adrhill/ExplainableAI.jl/pull/65
+[pr-58]: https://github.com/adrhill/ExplainableAI.jl/pull/58
+[pr-57]: https://github.com/adrhill/ExplainableAI.jl/pull/57
+
+[badge-breaking]: https://img.shields.io/badge/BREAKING-red.svg
+[badge-deprecation]: https://img.shields.io/badge/deprecation-orange.svg
+[badge-feature]: https://img.shields.io/badge/feature-green.svg
+[badge-enhancement]: https://img.shields.io/badge/enhancement-blue.svg
+[badge-bugfix]: https://img.shields.io/badge/bugfix-purple.svg
+[badge-security]: https://img.shields.io/badge/security-black.svg
+[badge-experimental]: https://img.shields.io/badge/experimental-lightgrey.svg
+[badge-maintenance]: https://img.shields.io/badge/maintenance-gray.svg
+[badge-docs]: https://img.shields.io/badge/docs-orange.svg

Project.toml

@@ -1,7 +1,7 @@
 name = "ExplainableAI"
 uuid = "4f1bc3e1-d60d-4ed0-9367-9bdff9846d3b"
 authors = ["Adrian Hill"]
-version = "0.3.3"
+version = "0.4.0"
 
 [deps]
 ColorSchemes = "35d6a980-a343-548e-a6ea-1d62b119f2f4"