Ecosyste.ms: Issues

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GitHub / adrhill/ExplainableAI.jl issues and pull requests

#145 - Document GPU support

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#144 - GPU support for gradient analyzers

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#143 - Improve LRP backward pass

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#142 - Fix `ones_like` on GPUs

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#141 - Make Tullio weak dependency using package extensions

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#138 - Support canonization of `Parallel` layers

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#137 - Update documentation for `v0.6.0`

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#136 - Rename `Explanation` field `attribution` to `val`

Pull Request - State: closed - Opened by adrhill about 1 year ago

#135 - Support `Parallel` layers in LRP

Pull Request - State: closed - Opened by adrhill about 1 year ago

#134 - Add `PassRule` on normalization layers to composite presets, improve `show`

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#133 - Update documentation for `v0.6.0` release

Issue - State: closed - Opened by adrhill about 1 year ago
Labels: v0.6.0

#132 - Update canonizer to support nested Flux Chains

Issue - State: closed - Opened by adrhill about 1 year ago
Labels: v0.6.0

#131 - Support nested indexing in composite primitive `LayerMap`

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#130 - Rename composite primitives

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#129 - Enable `BatchNorm` layers in LRP

Pull Request - State: closed - Opened by adrhill about 1 year ago

#128 - Set LRP output relevance to one

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#127 - Faster tests and benchmarks

Pull Request - State: closed - Opened by adrhill about 1 year ago - 3 comments
Labels: run benchmark

#126 - Refactor `Explanation` struct

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#125 - Add Aqua.jl tests

Pull Request - State: closed - Opened by adrhill about 1 year ago - 1 comment

#124 - Add Aqua.jl tests

Issue - State: closed - Opened by adrhill about 1 year ago
Labels: v0.6.0

#123 - Refactor results struct

Issue - State: closed - Opened by adrhill about 1 year ago
Labels: v0.6.0

#122 - Support `BatchNorm` layers in LRP

Issue - State: closed - Opened by adrhill about 1 year ago
Labels: v0.6.0

#121 - Add composite primitive to assign rule at specific position in model

Issue - State: closed - Opened by adrhill about 1 year ago
Labels: v0.6.0

#120 - Rename composite primitives

Issue - State: closed - Opened by adrhill about 1 year ago - 1 comment
Labels: v0.6.0

#119 - Support nested Flux Chains in LRP

Pull Request - State: closed - Opened by adrhill about 1 year ago - 2 comments
Labels: run benchmark

#118 - Bump actions/checkout from 2 to 3

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 1 comment
Labels: dependencies

#117 - Bump actions/cache from 1 to 3

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago
Labels: dependencies

#116 - Update dependencies

Pull Request - State: closed - Opened by adrhill over 1 year ago

#115 - CompatHelper: bump compat for ImageCore to 0.10, (keep existing compat)

Pull Request - State: closed - Opened by github-actions[bot] over 1 year ago - 2 comments

#113 - CompatHelper: bump compat for Flux to 0.14, (keep existing compat)

Pull Request - State: closed - Opened by github-actions[bot] over 1 year ago - 1 comment

#112 - Simplify LRP model checks

Pull Request - State: closed - Opened by adrhill almost 2 years ago

#111 - Render LRP checks using Term.jl

Pull Request - State: closed - Opened by adrhill almost 2 years ago - 2 comments

#110 - Simplify LRP analyzer and clean-up rule default parameters

Pull Request - State: closed - Opened by adrhill almost 2 years ago

#109 - Add `GeneralizedGammaRule`

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#108 - Faster `AlphaBetaRule`

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#107 - Remove all unicode characters from API

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#106 - Performance fixes for LRP rules

Pull Request - State: closed - Opened by adrhill about 2 years ago - 2 comments

#105 - Fix API reference, add diagram explaining LRP layer modification

Pull Request - State: closed - Opened by adrhill about 2 years ago

#104 - Fix LRP benchmarks

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment
Labels: run benchmark

#103 - Refactor LRP rule tests

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#102 - Pre-allocate modified layers for LRP

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#101 - CompatHelper: bump compat for PrettyTables to 2, (keep existing compat)

Pull Request - State: closed - Opened by github-actions[bot] about 2 years ago - 1 comment

#100 - CompatHelper: bump compat for PrettyTables to 2

Pull Request - State: closed - Opened by github-actions[bot] about 2 years ago - 2 comments

#99 - Drop Flux `v0.12` compatibility

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#98 - Fast `WSquareRule` on Dense layers

Pull Request - State: closed - Opened by adrhill about 2 years ago

#97 - Add bias to layers in LRP rule tests

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#96 - Fast `FlatRule`

Pull Request - State: closed - Opened by adrhill about 2 years ago - 1 comment

#95 - Update ReferenceTests to `v0.10`

Pull Request - State: closed - Opened by adrhill about 2 years ago

#94 - Update tests and references

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#93 - Fix input modification for `FlatRule` and `WSquareRule`

Pull Request - State: closed - Opened by adrhill over 2 years ago

#92 - Fix bug in LRP rules

Pull Request - State: closed - Opened by adrhill over 2 years ago - 5 comments

#91 - Add generalized Gamma rule

Issue - State: closed - Opened by adrhill over 2 years ago

#90 - Add LRP support for nested Chains

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: v0.6.0

#89 - Implement `Base.show` for LRP analyzers

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#88 - Add LRP `ZPlusRule`

Pull Request - State: closed - Opened by adrhill over 2 years ago

#87 - Add default composites

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#86 - Add `ZPlusRule`

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#85 - Add default composites

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#84 - Add LRP composites

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#83 - Add printing of LRP analyzers, showing layers and rules

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#82 - Add LRP Composites

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#80 - Add ImageNet preprocessing utilities

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#79 - Add visualization method for language models

Issue - State: open - Opened by adrhill over 2 years ago
Labels: enhancement, good first issue

#78 - Add `AlphaBetaRule`

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#77 - Fix bug in `ZBoxRule`

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#76 - Add `PassRule`

Pull Request - State: closed - Opened by adrhill over 2 years ago

#75 - Add compatibility checks for LRP rule & layer combinations

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#74 - Fix broadcasting for Julia 1.6

Pull Request - State: closed - Opened by adrhill over 2 years ago

#73 - In-place modify layers and rewrite `ZBoxRule` to use VJP

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#72 - Replace LRP gradient computation with VJP using `Zygote.pullback`

Pull Request - State: closed - Opened by adrhill over 2 years ago - 3 comments
Labels: run benchmark

#71 - Add wrapper around ShapML.jl

Issue - State: open - Opened by adrhill over 2 years ago
Labels: enhancement

#70 - Refactor `lrp!`

Pull Request - State: closed - Opened by adrhill over 2 years ago

#69 - Fix `ZBoxRule`

Pull Request - State: closed - Opened by adrhill over 2 years ago

#68 - Refactor gradient methods to make use of VJPs

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#67 - Run LRP rule tests on batches

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#66 - Add LoopVectorization.jl to tests and benchmarks to speed up Tullio

Pull Request - State: closed - Opened by adrhill over 2 years ago - 2 comments
Labels: run benchmark

#65 - Add Integrated Gradients analyzer

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#64 - Document use of LoopVectorization.jl and CUDA.jl

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: documentation, v0.6.0

#63 - Use multithreading in batch gradient computation

Issue - State: closed - Opened by adrhill over 2 years ago - 1 comment

#62 - Apply LRP rules via VJP with gradient mapper

Issue - State: closed - Opened by adrhill over 2 years ago - 1 comment
Labels: enhancement

#61 - Specify upper and lower bounds of input in ZBoxRule constructor

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: bug

#60 - Add passthrough rule

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#59 - Test GPU support

Issue - State: closed - Opened by adrhill over 2 years ago - 1 comment
Labels: question

#58 - Remove use of `mapreduce`

Pull Request - State: closed - Opened by adrhill over 2 years ago - 2 comments
Labels: run benchmark

#57 - Update heatmapping normalizer

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#56 - Simplify heatmapping normalizer using ColorSchemes `v3.18`

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#55 - Remove use of `mapreduce`

Issue - State: closed - Opened by adrhill over 2 years ago

#54 - Add Integrated Gradients analyzer

Issue - State: closed - Opened by adrhill over 2 years ago
Labels: enhancement

#53 - Update Flux dependency to v0.13

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#52 - CompatHelper: bump compat for Flux to 0.13, (keep existing compat)

Pull Request - State: closed - Opened by github-actions[bot] over 2 years ago - 1 comment

#51 - Add model canonization

Pull Request - State: closed - Opened by adrhill over 2 years ago

#50 - Add `SmoothGrad` and `InputAugmentation`

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment

#49 - Use CIFAR10 examples instead of MNIST

Issue - State: closed - Opened by adrhill over 2 years ago - 1 comment

#48 - Document support for batches

Pull Request - State: closed - Opened by adrhill over 2 years ago

#47 - Faster `stabilize_denom`

Pull Request - State: closed - Opened by adrhill over 2 years ago - 2 comments
Labels: run benchmark

#46 - Add support for batches

Pull Request - State: closed - Opened by adrhill over 2 years ago - 3 comments
Labels: run benchmark

#45 - Support direct calls to the analyzer

Pull Request - State: closed - Opened by adrhill over 2 years ago - 2 comments
Labels: run benchmark

#44 - Rename package to ExplainableAI

Pull Request - State: closed - Opened by adrhill over 2 years ago - 1 comment