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ExplainableAI v0.6.2
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@adrhill
adrhill committed Oct 4, 2023
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15 changes: 15 additions & 0 deletions CHANGELOG.md
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# ExplainableAI.jl
## Version `v0.6.2`
This is first release of ExplainableAI.jl as part of the
[Julia-XAI](https://github.com/Julia-XAI) organization ([#149][pr-149])
and the last release that includes LRP before it is moved to its own separate package.

- ![Feature][badge-feature] Add Concept Relevance Propagation analyzer `CRP` ([#146][pr-146], [#148][pr-148])
- ![Feature][badge-feature] Add option to process heatmaps batch-wise
using keyword argument `process_batch=true` ([#146][pr-146], [#148][pr-148])
- ![Bugfix][badge-bugfix] Remove `FlatRule` on dense layers
from `EpsilonPlusFlat` and `EpsilonAlpha2Beta1Flat` composite presets ([#147][pr-147])

## Version `v0.6.1`
This release brings GPU support to all analyzers.
- ![Feature][badge-feature] Support LRP on GPUs ([#142][pr-142], [#140][pr-140])
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![Maintenance][badge-maintenance]
![Documentation][badge-docs]
-->
[pr-149]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/149
[pr-148]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/148
[pr-147]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/147
[pr-146]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/146
[pr-145]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/145
[pr-144]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/144
[pr-142]: https://github.com/Julia-XAI/ExplainableAI.jl/pull/142
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2 changes: 1 addition & 1 deletion Project.toml
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name = "ExplainableAI"
uuid = "4f1bc3e1-d60d-4ed0-9367-9bdff9846d3b"
authors = ["Adrian Hill"]
version = "0.6.1"
version = "0.6.2"

[deps]
ColorSchemes = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
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2 changes: 1 addition & 1 deletion README.md
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Explainable AI in Julia.

This package implements interpretability methods for black box models,
with a focus on local explanations and attribution maps.
with a focus on local explanations and attribution maps in input space.
It is similar to [Captum][captum-repo] and [Zennit][zennit-repo] for PyTorch
and [iNNvestigate][innvestigate-repo] for Keras models.

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5 comments on commit 3e058a0

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@adrhill adrhill commented on 3e058a0 Oct 4, 2023

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@adrhill adrhill commented on 3e058a0 Oct 4, 2023

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Error while trying to register: Changing package repo URL not allowed, please submit a pull request with the URL change to the target registry and retry.

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@adrhill adrhill commented on 3e058a0 Oct 6, 2023

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Registration pull request created: JuliaRegistries/General/92919

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v0.6.2 -m "<description of version>" 3e058a001b9a0f4e94dbd309e50e05da348c1cd3
git push origin v0.6.2

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